Podcasts about ABI

Orchids are the botanical poster children for plant-fungi interactions. Every orchid has a close relationship with at least one species of orchid. Understanding how these relationships play out from orchid roots and across ecosystems is key to orchid understanding and conservation. Joining us to talk about the complexity of understanding these relationships is Dr. Melissa McCormick of the Smithsonian Environmental Research Center and the North American Orchid Conservation Center. Listen in and learn about what it takes to study orchids and their fungi and how that knowledge improves orchid conservation efforts. This episode was produced in part by Atis, Sarracenia, Chris, Gerald, Elise, Maggie, Mamie, A.J., Dallas, Channele, KC, Joe, Diane, Kim, Tanya, Neil, Matthew, April, Dana, Lilith, Sanza, Eva, Yellowroot, Wisewren, Nadia, Heidi, Blake, Josh, Laure, R.J., Carly, Lucia, Dana, Sarah, Lauren, Strych Mind, Linda, Sylvan, Austin, Sarah, Ethan, Elle, Steve, Cassie, Chuck, Aaron, Gillian, Abi, Rich, Shad, Maddie, Owen, Linda, Alana, Sigma, Max, Richard, Maia, Rens, David, Robert, Thomas, Valerie, Joan, Mohsin Kazmi Photography, Cathy, Simon, Nick, Paul, Charis, EJ, Laura, Sung, NOK, Stephen, Heidi, Kristin, Luke, Sea, Shannon, Thomas, Will, Jamie, Waverly, Brent, Tanner, Rick, Kazys, Dorothy, Katherine, Emily, Theo, Nichole, Paul, Karen, Randi, Caelan, Tom, Don, Susan, Corbin, Keena, Robin, Peter, Whitney, Kenned, Margaret, Daniel, Karen, David, Earl, Jocelyn, Gary, Krysta, Elizabeth, Southern California Carnivorous Plant Enthusiasts, Pattypollinators, Peter, Judson, Ella, Alex, Dan, Pamela, Peter, Andrea, Nathan, Karyn, Michelle, Jillian, Chellie, Linda, Laura, Miz Holly, Christie, Carlos, Paleo Fern, Levi, Sylvia, Lanny, Ben, Lily, Craig, Sarah, Lor, Monika, Brandon, Jeremy, Suzanne, Kristina, Christine, Silas, Michael, Aristia, Felicidad, Lauren, Danielle, Allie, Jeffrey, Amanda, Tommy, Marcel, C Leigh, Karma, Shelby, Christopher, Alvin, Arek, Chellie, Dani, Paul, Dani, Tara, Elly, Colleen, Natalie, Nathan, Ario, Laura, Cari, Margaret, Mary, Connor, Nathan, Jan, Jerome, Brian, Azomonas, Ellie, University Greens, Joseph, Melody, Patricia, Matthew, Garrett, John, Ashley, Cathrine, Melvin, OrangeJulian, Porter, Jules, Griff, Joan, Megan, Marabeth, Les, Ali, Southside Plants, Keiko, Robert, Bryce, Wilma, Amanda, Helen, Mikey, Michelle, German, Joerg, Cathy, Tate, Steve, Kae, Carole, Mr. Keith Santner, Lynn, Aaron, Sara, Kenned, Brett, Jocelyn, Ethan, Sheryl, Runaway Goldfish, Ryan, Chris, Alana, Rachel, Joanna, Lori, Paul, Griff, Matthew, Bobby, Vaibhav, Steven, Joseph, Brandon, Liam, Hall, Jared, Brandon, Christina, Carly, Kazys, Stephen, Katherine, Manny, doeg, Daniel, Tim, Philip, Tim, Lisa, Brodie, Bendix, Irene, holly, Sara, and Margie.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

On Matt's return from the library, and his narrow escape, he comes across discarded pallets. Building material for an outhouse. Back at his hillside, Matt spade-tills his corn patch and plants his seed, but needs water with no rain in sight. While borrowing buckets from Abi for river water, she tells him of her grandfather's dried up well farther up the hillside. Matt begins digging it out, in hopes of a closer water source. Leave a comment and a rating wherever you're listening to this story. 5-star ratings help boost this story's visibility. Comments help Mic know he's not just narrating to an empty room. (He wonders, sometimes) AND Your support helps keep these stories coming. The ad revenue is pitifully small. Help Mic out by buying him a cup of virtual coffee at  Buy Me A Coffee  Monthly supporters on Patreon and BMAC will be getting chapter 7 of the Matt's Restart prequel. You could read ahead too, when you become a member! 

The genus Prunus gives us apricots, plums, cherries, and almonds, but also a ton of under appreciated plant diversity. Prunus around the world have managed to adapt to a surprising variety of environmental conditions and have a lot to teach us about plant evolution as a result. That is why they are the focus of Dr. Richie Hodel's lab. Join us for a wonderfully deep dive into how he and his colleagues are trying to understand the evolutionary secrets of this incredible genus. This episode was produced in part by Nelly, Chelz, Jbert, Chris, Gerald, Elise, Maggie, Mamie, A.J., Dallas, Channele, KC, Joe, Diane, Kim, Tanya, Neil, Matthew, April, Dana, Lilith, Sanza, Eva, Yellowroot, Wisewren, Nadia, Heidi, Blake, Josh, Laure, R.J., Carly, Lucia, Dana, Sarah, Lauren, Strych Mind, Linda, Sylvan, Austin, Sarah, Ethan, Elle, Steve, Cassie, Chuck, Aaron, Gillian, Abi, Rich, Shad, Maddie, Owen, Linda, Alana, Sigma, Max, Richard, Maia, Rens, David, Robert, Thomas, Valerie, Joan, Mohsin Kazmi Photography, Cathy, Simon, Nick, Paul, Charis, EJ, Laura, Sung, NOK, Stephen, Heidi, Kristin, Luke, Sea, Shannon, Thomas, Will, Jamie, Waverly, Brent, Tanner, Rick, Kazys, Dorothy, Katherine, Emily, Theo, Nichole, Paul, Karen, Randi, Caelan, Tom, Don, Susan, Corbin, Keena, Robin, Peter, Whitney, Kenned, Margaret, Daniel, Karen, David, Earl, Jocelyn, Gary, Krysta, Elizabeth, Southern California Carnivorous Plant Enthusiasts, Pattypollinators, Peter, Judson, Ella, Alex, Dan, Pamela, Peter, Andrea, Nathan, Karyn, Michelle, Jillian, Chellie, Linda, Laura, Miz Holly, Christie, Carlos, Paleo Fern, Levi, Sylvia, Lanny, Ben, Lily, Craig, Sarah, Lor, Monika, Brandon, Jeremy, Suzanne, Kristina, Christine, Silas, Michael, Aristia, Felicidad, Lauren, Danielle, Allie, Jeffrey, Amanda, Tommy, Marcel, C Leigh, Karma, Shelby, Christopher, Alvin, Arek, Chellie, Dani, Paul, Dani, Tara, Elly, Colleen, Natalie, Nathan, Ario, Laura, Cari, Margaret, Mary, Connor, Nathan, Jan, Jerome, Brian, Azomonas, Ellie, University Greens, Joseph, Melody, Patricia, Matthew, Garrett, John, Ashley, Cathrine, Melvin, OrangeJulian, Porter, Jules, Griff, Joan, Megan, Marabeth, Les, Ali, Southside Plants, Keiko, Robert, Bryce, Wilma, Amanda, Helen, Mikey, Michelle, German, Joerg, Cathy, Tate, Steve, Kae, Carole, Mr. Keith Santner, Lynn, Aaron, Sara, Kenned, Brett, Jocelyn, Ethan, Sheryl, Runaway Goldfish, Ryan, Chris, Alana, Rachel, Joanna, Lori, Paul, Griff, Matthew, Bobby, Vaibhav, Steven, Joseph, Brandon, Liam, Hall, Jared, Brandon, Christina, Carly, Kazys, Stephen, Katherine, Manny, doeg, Daniel, Tim, Philip, Tim, Lisa, Brodie, Bendix, Irene, holly, Sara, and Margie.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

"Die Nervigen" gibt es kostenlos und werbefrei als Videofolgen bei Podimo. Zusätzlich gibt es jeden Freitag eine exklusive Bonusfolge nur dort im Podimo Premiumbereich: https://podimo.de/nervig Wieso können Linkshänder eigentlich nicht mit ner Rechtshänderschere schneiden? Töten uns Mikrowellen auf lange Sicht eigentlich? Und welchen persönlichen Eigengeruch haben wir? Heute wird es ungewollt konspirativ und wir gehen Fragen auf den Grund, die wir uns komischer Weise noch nie zuvor gestellt haben. Wir riechen kräftig aneinander und bewerten den Eigengeruch unseres Gegenübers, debattieren darüber, ob wir jemanden daten würden, der mit 30 noch bei seinen Eltern wohnt und sind mal ganz ehrlich zu uns selbst: Wenn wir jetzt nochmal Abi schreiben müssten, würden wir nochmal bestehen oder jämmerlich rein scheißen? Dazu findet auch noch eine kleine, neue Kategorie in unseren Podcast: Joeys Mini-Saunastories (ja, ihr lest richtig, es sind mehrere

Habitats face pressures from all sorts of threats. Illegal logging, mining, and poaching are driving extinctions, excellerating climate change, and hurting communities everywhere. How can we use laws to change this? That is what Senior Lecturer at Lancaster University and Executive Director of Conservation Litigation Dr. Jason Phelps is here to talk about. Conservation Litigation is a wonderful organization that exists to "to hold those who harm nature meaningfully responsible for remedying the harm they cause – whether to biodiversity, habitats, climate, animal welfare or human wellbeing." Join me and Dr. Phelps as we discuss this mission in detail and learn how you might be able to help. This episode was produced in part my Sarracenia, Chris, Gerald, Elise, Maggie, Mamie, A.J., Dallas, Channele, KC, Joe, Diane, Kim, Tanya, Neil, Matthew, April, Dana, Lilith, Sanza, Eva, Yellowroot, Wisewren, Nadia, Heidi, Blake, Josh, Laure, R.J., Carly, Lucia, Dana, Sarah, Lauren, Strych Mind, Linda, Sylvan, Austin, Sarah, Ethan, Elle, Steve, Cassie, Chuck, Aaron, Gillian, Abi, Rich, Shad, Maddie, Owen, Linda, Alana, Sigma, Max, Richard, Maia, Rens, David, Robert, Thomas, Valerie, Joan, Mohsin Kazmi Photography, Cathy, Simon, Nick, Paul, Charis, EJ, Laura, Sung, NOK, Stephen, Heidi, Kristin, Luke, Sea, Shannon, Thomas, Will, Jamie, Waverly, Brent, Tanner, Rick, Kazys, Dorothy, Katherine, Emily, Theo, Nichole, Paul, Karen, Randi, Caelan, Tom, Don, Susan, Corbin, Keena, Robin, Peter, Whitney, Kenned, Margaret, Daniel, Karen, David, Earl, Jocelyn, Gary, Krysta, Elizabeth, Southern California Carnivorous Plant Enthusiasts, Pattypollinators, Peter, Judson, Ella, Alex, Dan, Pamela, Peter, Andrea, Nathan, Karyn, Michelle, Jillian, Chellie, Linda, Laura, Miz Holly, Christie, Carlos, Paleo Fern, Levi, Sylvia, Lanny, Ben, Lily, Craig, Sarah, Lor, Monika, Brandon, Jeremy, Suzanne, Kristina, Christine, Silas, Michael, Aristia, Felicidad, Lauren, Danielle, Allie, Jeffrey, Amanda, Tommy, Marcel, C Leigh, Karma, Shelby, Christopher, Alvin, Arek, Chellie, Dani, Paul, Dani, Tara, Elly, Colleen, Natalie, Nathan, Ario, Laura, Cari, Margaret, Mary, Connor, Nathan, Jan, Jerome, Brian, Azomonas, Ellie, University Greens, Joseph, Melody, Patricia, Matthew, Garrett, John, Ashley, Cathrine, Melvin, OrangeJulian, Porter, Jules, Griff, Joan, Megan, Marabeth, Les, Ali, Southside Plants, Keiko, Robert, Bryce, Wilma, Amanda, Helen, Mikey, Michelle, German, Joerg, Cathy, Tate, Steve, Kae, Carole, Mr. Keith Santner, Lynn, Aaron, Sara, Kenned, Brett, Jocelyn, Ethan, Sheryl, Runaway Goldfish, Ryan, Chris, Alana, Rachel, Joanna, Lori, Paul, Griff, Matthew, Bobby, Vaibhav, Steven, Joseph, Brandon, Liam, Hall, Jared, Brandon, Christina, Carly, Kazys, Stephen, Katherine, Manny, doeg, Daniel, Tim, Philip, Tim, Lisa, Brodie, Bendix, Irene, holly, Sara, and Margie.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

For years, Ginger had leg pain without knowing she had peripheral artery disease (PAD). She was active, but the pain kept getting worse. Four years ago, it became so severe that she went to the emergency room. She was admitted, given anti-inflammatory medication and eventually referred for an orthopedic evaluation for a possible hip replacement. That orthopedic surgeon changed the direction of her care. While Ginger did have some arthritis, he told her the symptoms she was describing might be vascular. An ABI test followed. Ginger learned she had about 50% blood flow in one leg and 60% in the other. The first vascular surgeon she saw was prepared to move forward with an angiogram and potentially balloons and stents. Then Ginger got a second opinion. That vascular surgeon offered her another option to consider first: a three-month walking program. When Ginger started, she could barely make it to the mailbox without debilitating leg pain. She describes it as feeling like someone was squeezing the life out of her leg. Walking around her block took 37 minutes. She kept walking. Today, Ginger is hiking, active and living her life. Her PAD hasn't disappeared. She can still have discomfort. But her symptoms are no longer lifestyle limiting. I wanted Ginger to share her story on The Heart of Innovation because there are several lessons here that I think every person with PAD should hear. Leg pain isn't always orthopedic. Getting the right diagnosis matters. A second opinion can change the course of your care. And for appropriate patients with intermittent claudication, a structured walking program isn't simply advice to "walk more." Exercise therapy is an important part of PAD treatment that deserves a real conversation before deciding what comes next. Ginger's story also isn't an argument against angiograms, balloons, stents or other procedures when they're medically appropriate. It's a reminder that PAD treatment should be individualized, and patients should understand their options. If you have leg pain when you walk that gets better when you stop, don't assume it's simply aging, arthritis, your hip or your back. Ask whether your circulation should be checked. And if you have PAD and have been told you need a procedure or are facing a possible amputation, you can call the Global PAD Association Leg Saver Hotline at: 1-833-PAD-LEGS We help patients better understand their diagnosis, prepare questions for their physicians and explore options for additional evaluation when appropriate. PAD Walking Program: thewaytomyheart.org/pad-walking-program Join The Great Circulation Challenge to get started walking as well during PAD Awareness Month in September: TheGreatCirculationChallenge.org Subscribe to @TheWayToMyHeart for more patient stories and conversations about peripheral artery disease, circulation, limb salvage and cardiovascular health. DISCLAIMER: This program is for educational purposes and is not a substitute for individualized medical advice. Not everyone with PAD is an appropriate candidate for the same exercise or treatment strategy. Talk with your healthcare team about what is appropriate for your condition. #PeripheralArteryDisease #PAD #Walking #IntermittentClaudication #PADAwareness #VascularDisease #SecondOpinion #ExerciseTherapy #Circulation #TheHeartOfInnovation

Ein virales TikTok-Video – und plötzlich ist das Restaurant voll. Ein Glitzer-Chai-Latte, pinke Pancakes und die knusprigsten Chickenwings aller Zeiten: Bei Food-Content zählt vor allem, was auf Instagram und TikTok gut aussieht. Das weiß auch Naomi. Die Schülerin versucht neben dem Abi als Influencerin für Essen durchzustarten – unterstützt von ihrer Mutter, die sie managt und ihre Videos dreht. Y-Reporterin Valentina Repetto begleitet Naomi bei einem Restaurant-Dreh und fragt: Was braucht erfolgreicher Food-Content und wie baut man sich neben der Schule eine Karriere als Influencerin auf? Wie viel Einfluss Food-Influencer auf Restaurants haben können, erlebt Valentina bei "Anita" in Kreuzberg. Ein Hilferuf an Foodinfluencer geht viral und plötzlich ist der Laden voll. Außerdem treffen wir Sissi Chen, eine der ersten Foodbloggerinnen Berlins. Seit mehr als zehn Jahren macht sie Food-Content und spricht darüber, wie sich die Szene verändert hat und wie authentisch die Restauranttipps in unserem Feed wirklich sind. Wie viel Macht haben Influencer über unsere Restaurantwahl? Unser Podcast-Tipp: 0630 - der News-Podcast https://1.ard.de/0630?ykollektiv "Y-Kollektiv – Der Podcast" wird verantwortet von Radio Bremen und dem rbb. Diese Episode ist eine Produktion vom rbb 2026. Habt ihr Feedback oder Kritik? Schreibt uns gerne an y-podcast@ard.de oder www.instagram.com/y_kollektiv/

In this talk Abi and Nathan explore the name "Jehovah Jireh" and show us through different passages (including Genesis 22, Exodus 16 and John 6) how this name helps us discover more of who God is. The Names of God series explores the multifaceted character of God by examining the various names He reveals about Himself throughout the Bible. There are 3 aspects: God in the Old Testament revealing Himself, God in the New Testament inviting us to have a relationship with Him and God within us guiding us through life. This summer series aims to move beyond mere knowledge about God to a deeper, more personal relationship with Him. If you would like to know more about us, you can visit our website at HopeChurchGuildford.com and contact us via email at Hello@HopeChurchGuildford.com Or why not subscribe and check out our Social Media pages: Facebook - facebook.com/HopeChurchGFD Instagram - instagram.com/hopechurchguildford

Puerto Rico may not be a very large island but its forests certainly are complex. Historically, Puerto Rico lost nearly 95% of its forest cover due to human activities but humans are also playing an important role in how they grow back. Understanding how historical land use and human management have influenced the regrowth of Puerto Rico's forests has been a major part of Dr. Ariel Lugo's scientific career. From naturalized and invasive species to the impacts of hurricanes and community empowerment, Dr. Lugo takes us on a deep dive into the complex world of the forests of Puerto Rico. This episode was produced in part by Nelly, Chelz, Jbert, Chris, Gerald, Elise, Maggie, Mamie, A.J., Dallas, Channele, KC, Joe, Diane, Kim, Tanya, Neil, Matthew, April, Dana, Lilith, Sanza, Eva, Yellowroot, Wisewren, Nadia, Heidi, Blake, Josh, Laure, R.J., Carly, Lucia, Dana, Sarah, Lauren, Strych Mind, Linda, Sylvan, Austin, Sarah, Ethan, Elle, Steve, Cassie, Chuck, Aaron, Gillian, Abi, Rich, Shad, Maddie, Owen, Linda, Alana, Sigma, Max, Richard, Maia, Rens, David, Robert, Thomas, Valerie, Joan, Mohsin Kazmi Photography, Cathy, Simon, Nick, Paul, Charis, EJ, Laura, Sung, NOK, Stephen, Heidi, Kristin, Luke, Sea, Shannon, Thomas, Will, Jamie, Waverly, Brent, Tanner, Rick, Kazys, Dorothy, Katherine, Emily, Theo, Nichole, Paul, Karen, Randi, Caelan, Tom, Don, Susan, Corbin, Keena, Robin, Peter, Whitney, Kenned, Margaret, Daniel, Karen, David, Earl, Jocelyn, Gary, Krysta, Elizabeth, Southern California Carnivorous Plant Enthusiasts, Pattypollinators, Peter, Judson, Ella, Alex, Dan, Pamela, Peter, Andrea, Nathan, Karyn, Michelle, Jillian, Chellie, Linda, Laura, Miz Holly, Christie, Carlos, Paleo Fern, Levi, Sylvia, Lanny, Ben, Lily, Craig, Sarah, Lor, Monika, Brandon, Jeremy, Suzanne, Kristina, Christine, Silas, Michael, Aristia, Felicidad, Lauren, Danielle, Allie, Jeffrey, Amanda, Tommy, Marcel, C Leigh, Karma, Shelby, Christopher, Alvin, Arek, Chellie, Dani, Paul, Dani, Tara, Elly, Colleen, Natalie, Nathan, Ario, Laura, Cari, Margaret, Mary, Connor, Nathan, Jan, Jerome, Brian, Azomonas, Ellie, University Greens, Joseph, Melody, Patricia, Matthew, Garrett, John, Ashley, Cathrine, Melvin, OrangeJulian, Porter, Jules, Griff, Joan, Megan, Marabeth, Les, Ali, Southside Plants, Keiko, Robert, Bryce, Wilma, Amanda, Helen, Mikey, Michelle, German, Joerg, Cathy, Tate, Steve, Kae, Carole, Mr. Keith Santner, Lynn, Aaron, Sara, Kenned, Brett, Jocelyn, Ethan, Sheryl, Runaway Goldfish, Ryan, Chris, Alana, Rachel, Joanna, Lori, Paul, Griff, Matthew, Bobby, Vaibhav, Steven, Joseph, Brandon, Liam, Hall, Jared, Brandon, Christina, Carly, Kazys, Stephen, Katherine, Manny, doeg, Daniel, Tim, Philip, Tim, Lisa, Brodie, Bendix, Irene, holly, Sara, and Margie.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

What if your life could carry a little piece of heaven into every room you enter? Pastor Abi's message unpacks Jesus' prayer—"on earth as it is in heaven"—revealing that heaven isn't just a destination, but a reality we're called to embody *now*. Like the crystal-clear gold and jewels of Revelation 21, our lives are meant to be transparent, pointing others straight to Jesus. Abi's honest confession about losing joy—and finding it restored not by striving, but by simply sitting with God—will resonate deeply. Don't miss this transformative message. Watch or listen today!

"China und wir" ist der neue China-Podcast der SZ. Wie schwer ist das Gaokao, Chinas Albtraum-Abi? Welcher Druck lastet auf den Schülern und Eltern in China?

Epiphytes of one kind or another are ubiquitous components of ecosystems around the globe, but we still know little about what they are doing up in the forest canopy. For instance, how do epiphytes influence the water cycle of various ecosystems? Figuring out how epiphytes interact with the water cycle can help us refine models of drought, climate change, and so much more. Joining us to talk about this is Dr. John Van Stan who you may remember from Episode 457 of the In Defense of Plants Podcast. He and his colleagues are working on refining the concept of the "Epiphyte Area Index" that will help us better understand a model vital ecosystem processes such as hydrology. This episode was produced in part by Chris, Gerald, Elise, Maggie, Mamie, A.J., Dallas, Channele, KC, Joe, Diane, Kim, Tanya, Neil, Matthew, April, Dana, Lilith, Sanza, Eva, Yellowroot, Wisewren, Nadia, Heidi, Blake, Josh, Laure, R.J., Carly, Lucia, Dana, Sarah, Lauren, Strych Mind, Linda, Sylvan, Austin, Sarah, Ethan, Elle, Steve, Cassie, Chuck, Aaron, Gillian, Abi, Rich, Shad, Maddie, Owen, Linda, Alana, Sigma, Max, Richard, Maia, Rens, David, Robert, Thomas, Valerie, Joan, Mohsin Kazmi Photography, Cathy, Simon, Nick, Paul, Charis, EJ, Laura, Sung, NOK, Stephen, Heidi, Kristin, Luke, Sea, Shannon, Thomas, Will, Jamie, Waverly, Brent, Tanner, Rick, Kazys, Dorothy, Katherine, Emily, Theo, Nichole, Paul, Karen, Randi, Caelan, Tom, Don, Susan, Corbin, Keena, Robin, Peter, Whitney, Kenned, Margaret, Daniel, Karen, David, Earl, Jocelyn, Gary, Krysta, Elizabeth, Southern California Carnivorous Plant Enthusiasts, Pattypollinators, Peter, Judson, Ella, Alex, Dan, Pamela, Peter, Andrea, Nathan, Karyn, Michelle, Jillian, Chellie, Linda, Laura, Miz Holly, Christie, Carlos, Paleo Fern, Levi, Sylvia, Lanny, Ben, Lily, Craig, Sarah, Lor, Monika, Brandon, Jeremy, Suzanne, Kristina, Christine, Silas, Michael, Aristia, Felicidad, Lauren, Danielle, Allie, Jeffrey, Amanda, Tommy, Marcel, C Leigh, Karma, Shelby, Christopher, Alvin, Arek, Chellie, Dani, Paul, Dani, Tara, Elly, Colleen, Natalie, Nathan, Ario, Laura, Cari, Margaret, Mary, Connor, Nathan, Jan, Jerome, Brian, Azomonas, Ellie, University Greens, Joseph, Melody, Patricia, Matthew, Garrett, John, Ashley, Cathrine, Melvin, OrangeJulian, Porter, Jules, Griff, Joan, Megan, Marabeth, Les, Ali, Southside Plants, Keiko, Robert, Bryce, Wilma, Amanda, Helen, Mikey, Michelle, German, Joerg, Cathy, Tate, Steve, Kae, Carole, Mr. Keith Santner, Lynn, Aaron, Sara, Kenned, Brett, Jocelyn, Ethan, Sheryl, Runaway Goldfish, Ryan, Chris, Alana, Rachel, Joanna, Lori, Paul, Griff, Matthew, Bobby, Vaibhav, Steven, Joseph, Brandon, Liam, Hall, Jared, Brandon, Christina, Carly, Kazys, Stephen, Katherine, Manny, doeg, Daniel, Tim, Philip, Tim, Lisa, Brodie, Bendix, Irene, holly, Sara, and Margie.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Abi and Matt watch tv. 

In this powerful episode, Dr. David Salisbury, Director of Clinical Operations at Pate Rehabilitation, pulls back the curtain on the realities of brain injury recovery, the gaps in post-hospital care, and why so many survivors struggle to get the rehabilitation services they need.Whether you're newly injured, years into recovery, or supporting a loved one, this episode is a powerful reminder that recovery doesn't end when therapy stops, and that your voice matters in shaping the future of brain injury care.Guest Social Media info - https://www.instagram.com/paterehabSend us Fan MailSupport the showYou can find this episode's transcript here.New episodes drop every other Thursday everywhere you listen to podcasts. 

L'episodio di oggi è tratto dall'incontro del Breakfast&Finance Roma del Canova Club, dal titolo:Commenti alle Considerazioni Finali del Governatore della Banca d'Italia.L'incontro si è svolto presso la splendida cornice della sede di Confagricoltura a Roma. Al centro del confronto, la relazione annuale del Governatore Fabio Panetta, analizzata non come un semplice consuntivo contabile, ma come una traccia geopolitica e strategica per il futuro economico del Paese.Crescita, investimenti nell'intelligenza artificiale, produttività della manifattura e dell'agricoltura, credito e gestione del debito pubblico sono oggi parte dello stesso, delicato equilibrio in un contesto internazionale denso di incertezze. Il tema viene affrontato attraverso le prospettive complementari e autorevoli dei protagonisti del sistema economico e produttivo:Andrea Brandolini (Capo Dipartimento Economia e statistica della Banca d'Italia) introduce il dibattito delineando il taglio monografico delle Considerazioni del Governatore, focalizzato sui nessi tra IA, produttività e innovazione, senza dimenticare le sfide della collaborazione internazionale, della qualità normativa e della traiettoria del debito pubblico.Angelo Camilli (Vicepresidente per il Credito, la Finanza e il Fisco di Confindustria) analizza i nodi strutturali che frenano la crescita: dal costo dell'energia e la transizione al nucleare di nuova generazione, fino alla necessità di politiche industriali che favoriscano la patrimonializzazione, le aggregazioni e l'aumento dimensionale delle PMI.Massimiliano Giansanti (Presidente di Confagricoltura) evidenzia la centralità strategica e geopolitica dell'agricoltura come asset di sicurezza nazionale. Spazio ai dati straordinari di crescita del settore in Italia, al pragmatismo sul consumo di suolo per il fotovoltaico e all'impatto dell'intelligenza artificiale nei campi.Gianfranco Torriero (Vicedirettore Generale Vicario di ABI) interviene sul cruciale tema della canalizzazione del risparmio privato verso l'economia reale e gli investimenti in IA. Focus sulla dinamica dei depositi, sull'importanza strategica dei fondi di garanzia pubblici per le piccole imprese e sulla gestione del capitale umano.Un ringraziamento speciale a Confagricoltura per aver ospitato l'incontro in questa splendida sede per il terzo anno consecutivo.L'obiettivo di questa puntata è offrire una lettura chiara, realistica e utile del quadro economico italiano, stimolando il dibattito sulle riforme e gli investimenti necessari per il futuro.L'incontro è stato moderato e gestito da Vincenzo Marzetti, Consigliere del Canova Club, responsabile del Breakfast&Finance a Roma e fondatore del podcast Inside Finance.Buon ascolto.

For years, Abi Horton believed real estate investing wasn't for her. Not enough money, not enough experience, not the right background. So she stayed on the sidelines and told herself it was something for later. Then things shifted, not through one big moment, but through a lot of small, unplanned ones. Voice acting taught her she was capable of running a business. That confidence opened a door she hadn't been looking for, and stepping through it eventually led to Aros, a real estate investment technology company built around mid-term rentals. Abi is candid about what that process actually looked like- no highlight reel, no shortcut. If you've ever told yourself you need more money, more time, or more expertise before you can start, this conversation is for you.   WHAT YOU'LL LEARN The mindset block that kept Abi out of real estate investing for years, and what it actually took to move past it How she used free resources like Facebook groups and networking events to educate herself, without an insider connection Why she calls building a business "one foot in front of the other," and why that mindset matters more than a single lightbulb moment What mid-term rentals actually are, and who needs this kind of housing (traveling nurses, insurance displacement, workers relocating for big projects) How a gap in the relocation housing market led her to build Aros Her advice for someone starting from zero who feels like they need everything figured out before they begin   ABI'S FREE GIFT FOR GAME ON GIRLFRIEND® LISTENERS Top Tips for Managing Your Mid-Term Rental Out of State. DM Abi on Instagram at @theabihorton with the word "Girlfriend" to receive it.   CONNECT WITH ABI HORTON  Website: https://www.stayaros.com/ Instagram (Aros): https://www.instagram.com/stay.aros/ Instagram (personal): https://www.instagram.com/theabihorton/   ABOUT ABI HORTON Abi Horton is the founder of Aros, a reverse marketplace for mid-term rentals that connects landlords directly with relocation companies, employers, and corporate housing teams searching for temporary housing. Originally from the UK, Abi started her career in real estate at 18 before later becoming a full-time voice actor and entrepreneur. After building relationships with insurance relocation companies for her own rentals, she recognized how fragmented the temporary housing process was and founded Aros to create a more direct, relationship-driven solution for mid-term housing. She helps landlords build sustainable businesses beyond traditional listing platforms and speaks openly about entrepreneurship, mental resilience, and the realities of building a business from the ground up.   READY TO BUILD YOUR CONFIDENCE? There's a reason we talk about mindset on this podcast just as much as strategy, because what's happening on the inside shows up directly in your business results. If this episode had you thinking about the step you've been putting off, I'd love to spend 30 minutes with you. As my free gift to Girlfriends, I offer a 30-minute discovery call. We'll talk about where you are right now and what might be getting in the way. Book here: https://app.acuityscheduling.com/schedule.php?owner=13047670&appointmentType=2244195   FREE GIFT FROM SARAH Get Sarah's Freedom Calculator and discover how much your business needs to make to finally be free. Download at https://sarahwalton.com/freedom   LEARN FROM SARAH Explore Sarah's online courses and free resources to start building your business with confidence.  Online Courses: https://sarahwalton.com/online-courses Free Resources: https://sarahwalton.com/free-resources   CONNECT WITH SARAH  Website: https://sarahwalton.com/podcast YouTube: https://www.youtube.com/@TheSarahWalton Instagram: https://instagram.com/thesarahwalton   ABOUT SARAH WALTON Sarah Walton is a wealth consciousness coach, strategic advisor, podcast host, and mentor who helps women entrepreneurs build businesses they love. Her mission is simple: to put more money in the hands of more women. She's the creator of the Abundance Academy, The Art of Receiving, and the Game On Girlfriend® podcast. Sarah teaches authentic, heart-centered business strategies because when women have more financial power, they don't just keep it — they use it to take care of their families, support their communities, and build something bigger than themselves.   RELATED GAME ON GIRLFRIEND® EPISODES YOU'LL LOVE  Episode 306: Empowering Women in Development: Real Estate, Capital, and Confidence w/ Katie Kim — https://sarahwalton.com/women-real-estate-development-50k-to-353k/ Episode 296: Money, Motherhood & Multifamily: Creating True Freedom With Mandy McAllister — https://sarahwalton.com/house-hacking-mom-builds-373-rental-units Episode 282: The Impact of Your Small Steps on Success with Kate Maguire — https://sarahwalton.com/small-steps-success   LOVE THE SHOW? LEAVE US A REVIEW! Thank you so much for listening. I'm honored that you're here, and I'd be grateful if you could leave a quick review on Apple Podcasts by clicking here, scrolling to the bottom, and clicking "Write a review." Your reviews help other women entrepreneurs find the show and get the support they need to build businesses they love. Thank you for being part of the Game On Girlfriend® community! (If you're not sure how to leave a review, you can watch this quick tutorial.)  

Rare plants aren't rare for the same reasons. They aren't even rare at different points in time. Figuring out the causes and consequences of plant rarity on a species by species basis is both very hard and very important. Ecologists have to get creative with time, money, and other resources. Join me and Dr. Varina Crisfield as we explore the topic of plant rarity in Canada's boreal forests. This episode was produced in part by Jbert, Chris, Gerald, Elise, Maggie, Mamie, A.J., Dallas, Channele, KC, Joe, Diane, Kim, Tanya, Neil, Matthew, April, Dana, Lilith, Sanza, Eva, Yellowroot, Wisewren, Nadia, Heidi, Blake, Josh, Laure, R.J., Carly, Lucia, Dana, Sarah, Lauren, Strych Mind, Linda, Sylvan, Austin, Sarah, Ethan, Elle, Steve, Cassie, Chuck, Aaron, Gillian, Abi, Rich, Shad, Maddie, Owen, Linda, Alana, Sigma, Max, Richard, Maia, Rens, David, Robert, Thomas, Valerie, Joan, Mohsin Kazmi Photography, Cathy, Simon, Nick, Paul, Charis, EJ, Laura, Sung, NOK, Stephen, Heidi, Kristin, Luke, Sea, Shannon, Thomas, Will, Jamie, Waverly, Brent, Tanner, Rick, Kazys, Dorothy, Katherine, Emily, Theo, Nichole, Paul, Karen, Randi, Caelan, Tom, Don, Susan, Corbin, Keena, Robin, Peter, Whitney, Kenned, Margaret, Daniel, Karen, David, Earl, Jocelyn, Gary, Krysta, Elizabeth, Southern California Carnivorous Plant Enthusiasts, Pattypollinators, Peter, Judson, Ella, Alex, Dan, Pamela, Peter, Andrea, Nathan, Karyn, Michelle, Jillian, Chellie, Linda, Laura, Miz Holly, Christie, Carlos, Paleo Fern, Levi, Sylvia, Lanny, Ben, Lily, Craig, Sarah, Lor, Monika, Brandon, Jeremy, Suzanne, Kristina, Christine, Silas, Michael, Aristia, Felicidad, Lauren, Danielle, Allie, Jeffrey, Amanda, Tommy, Marcel, C Leigh, Karma, Shelby, Christopher, Alvin, Arek, Chellie, Dani, Paul, Dani, Tara, Elly, Colleen, Natalie, Nathan, Ario, Laura, Cari, Margaret, Mary, Connor, Nathan, Jan, Jerome, Brian, Azomonas, Ellie, University Greens, Joseph, Melody, Patricia, Matthew, Garrett, John, Ashley, Cathrine, Melvin, OrangeJulian, Porter, Jules, Griff, Joan, Megan, Marabeth, Les, Ali, Southside Plants, Keiko, Robert, Bryce, Wilma, Amanda, Helen, Mikey, Michelle, German, Joerg, Cathy, Tate, Steve, Kae, Carole, Mr. Keith Santner, Lynn, Aaron, Sara, Kenned, Brett, Jocelyn, Ethan, Sheryl, Runaway Goldfish, Ryan, Chris, Alana, Rachel, Joanna, Lori, Paul, Griff, Matthew, Bobby, Vaibhav, Steven, Joseph, Brandon, Liam, Hall, Jared, Brandon, Christina, Carly, Kazys, Stephen, Katherine, Manny, doeg, Daniel, Tim, Philip, Tim, Lisa, Brodie, Bendix, Irene, holly, Sara, and Margie. See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Live from the GEOINT 2026 Symposium in Denver, Colorado, Project Geospatial's Adam Simmons welcomes back Jackie Barbieri, Founder and CEO of Whitespace.With a background spanning foreign language red-teaming and counter-IED all-source intelligence, Jackie spent nearly a decade instructing Activity-Based Intelligence (ABI) courses at the NGA College. Realizing that human analyst pipelines could never scale to keep pace with the sheer volume of modern remote sensing data, Whitespace embarked on an aggressive mission to codify human tradecraft directly into scalable software.Watch this interview to learn how Whitespace successfully bootstrapped its transition from a boutique services firm into an elite product company. Jackie introduces their game-changing AI agent that integrates an LLM with ABI tools, allowing non-expert edge operators to autonomously self-serve and map out hidden "pattern of life" connections between people, places, and events in just clicks.Key Highlights in this Video:00:00:43 – Meet Jackie Barbieri and trace her journey from military intelligence linguist to CEO.00:01:20 – Defining Activity-Based Intelligence (ABI): Uncovering hidden networks using remote sensing telemetry.00:01:56 – Writing the NGA College Curriculum: Recognizing the bottleneck of human analytical limits.00:02:20 – Merging ABI Tools with LLMs: Building intelligent AI agents for non-expert field operators.00:03:09 – The Reality of Bootstrapping: Navigating the high-overhead pivot from consulting services to scalable product software.00:03:53 – Managing Corporate Growth: Scaling up internal development loops while maintaining a flat org structure.00:05:51 – Engaging at the Edge: Participating in upcoming multi-service military exercises to iterate product roadmaps.00:06:32 – Main Stage Insights: Jackie's takeaways from MC'ing the GEOINT international partner panels (UK, Australia, Canada, NATO).Learn More About Whitespace:

In this episode of the Women Express Podcast, Denise and Nia Harrington welcome Abi Ferrin and Laura Grier, for a powerful conversation about women's leadership, purpose, and the impact created when women support one another. Through their work with Quechua artisans in Peru, Abi and Laura share how empowering women, preserving indigenous traditions, and creating sustainable economic opportunities can strengthen entire communities. Together, they explore the leadership lessons found in Quechua culture, including reciprocity, collaboration, and the importance of living with intention. This inspiring conversation highlights how true leadership is rooted in service, connection, and honoring the wisdom of others—reminding us that women can create meaningful change when they choose collaboration over competition. Plus, Denise and Nia share the launch of the Women Express Patreon, a new community designed to help women grow their communication, confidence, leadership, and impact through exclusive conversations, resources, and connections.   Learn More about Abi & Laura!  See them at Femme Fair!   Abi Socials: IG: @abiferrin / @mamaaynicollective / @mayumission Mama Ayni Website  Laura Socials:  IG: @lauragriertravel / @mayumission /  Laura Grier Travel Website Andeana Hats Website Mayu Mission Website   More From Women Express Podcast!  IG: @women_express_ YouTube Women Express Podcast Patreon 

Cloning may seem like a futuristic topic largely reserved for science fiction but plants are doing it all the time. Clonality is one of the many aspects that can make plant species successful across the landscape. It can also greatly impact the way we approach plant conservation efforts. Despite the importance of cloning in plants, we still know very little about how its influences plant population dynamics. Which plants are clonal? How long can clones live? How does cloning influence pollination? These questions and more are what drive people like Dr. Ashley Morris. Join us as we look at why she is so fascinated by cloning and conservation in plants. This episode was produced in part by Chris, Gerald, Elise, Maggie, Mamie, A.J., Dallas, Channele, KC, Joe, Diane, Kim, Tanya, Neil, Matthew, April, Dana, Lilith, Sanza, Eva, Yellowroot, Wisewren, Nadia, Heidi, Blake, Josh, Laure, R.J., Carly, Lucia, Dana, Sarah, Lauren, Strych Mind, Linda, Sylvan, Austin, Sarah, Ethan, Elle, Steve, Cassie, Chuck, Aaron, Gillian, Abi, Rich, Shad, Maddie, Owen, Linda, Alana, Sigma, Max, Richard, Maia, Rens, David, Robert, Thomas, Valerie, Joan, Mohsin Kazmi Photography, Cathy, Simon, Nick, Paul, Charis, EJ, Laura, Sung, NOK, Stephen, Heidi, Kristin, Luke, Sea, Shannon, Thomas, Will, Jamie, Waverly, Brent, Tanner, Rick, Kazys, Dorothy, Katherine, Emily, Theo, Nichole, Paul, Karen, Randi, Caelan, Tom, Don, Susan, Corbin, Keena, Robin, Peter, Whitney, Kenned, Margaret, Daniel, Karen, David, Earl, Jocelyn, Gary, Krysta, Elizabeth, Southern California Carnivorous Plant Enthusiasts, Pattypollinators, Peter, Judson, Ella, Alex, Dan, Pamela, Peter, Andrea, Nathan, Karyn, Michelle, Jillian, Chellie, Linda, Laura, Miz Holly, Christie, Carlos, Paleo Fern, Levi, Sylvia, Lanny, Ben, Lily, Craig, Sarah, Lor, Monika, Brandon, Jeremy, Suzanne, Kristina, Christine, Silas, Michael, Aristia, Felicidad, Lauren, Danielle, Allie, Jeffrey, Amanda, Tommy, Marcel, C Leigh, Karma, Shelby, Christopher, Alvin, Arek, Chellie, Dani, Paul, Dani, Tara, Elly, Colleen, Natalie, Nathan, Ario, Laura, Cari, Margaret, Mary, Connor, Nathan, Jan, Jerome, Brian, Azomonas, Ellie, University Greens, Joseph, Melody, Patricia, Matthew, Garrett, John, Ashley, Cathrine, Melvin, OrangeJulian, Porter, Jules, Griff, Joan, Megan, Marabeth, Les, Ali, Southside Plants, Keiko, Robert, Bryce, Wilma, Amanda, Helen, Mikey, Michelle, German, Joerg, Cathy, Tate, Steve, Kae, Carole, Mr. Keith Santner, Lynn, Aaron, Sara, Kenned, Brett, Jocelyn, Ethan, Sheryl, Runaway Goldfish, Ryan, Chris, Alana, Rachel, Joanna, Lori, Paul, Griff, Matthew, Bobby, Vaibhav, Steven, Joseph, Brandon, Liam, Hall, Jared, Brandon, Christina, Carly, Kazys, Stephen, Katherine, Manny, doeg, Daniel, Tim, Philip, Tim, Lisa, Brodie, Bendix, Irene, holly, Sara, and Margie. See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

What does an Andy Burnham government mean for UK agriculture? This week, Westminster watcher Jeremy Moody examines the new prime minister’s farming credentials – and whether a land value tax could hit agricultural businesses. We also examine the law on defending yourself and your property after prosecutors decide that a Derbyshire farmer who fatally shot an intruder will face no criminal charges. Agricultural solicitor Aled Owen explains when force may be considered necessary and reasonable—and why picking up a firearm should always be a last resort. Elsewhere, we bring you the latest harvest results, advice on handling exceptionally dry oilseed rape, this week’s livestock and arable prices, and an unusual field fire started by a buzzard. And finally, could chickpeas become a profitable, climate-resilient break crop for UK growers? Louise Impey visits field-scale trials in Cambridgeshire and Suffolk to find out. This episode is brought to you by plant breeder KWS. Special Guests Jeremy Moody – secretary and adviser, Central Association of Agricultural Valuers Matt Bull – product manager, KWS Aled Owen – agricultural solicitor and partner, HCR Law David White – Cambridgeshire arable farmer and chickpea trial grower Josiah Meldrum – Hodmedod’s Wholefoods Chapters 00:55 What does an Andy Burnham government mean for agriculture?04:51 Could farmers face a land value tax?08:45 Will rural Britain be heard?11:47 Farmers Weekly Harvest Update with KWS15:15 Farmer faces no charges over fatal shooting15:52 What does the law allow householders to do?19:44 Advice for farmers facing an intruder26:10 Harvest results: wheat, barley, beans and oilseed rape28:02 Adding moisture to very dry oilseed rape29:23 Buzzard blamed for standing-crop fire30:48 Church rejects blanket rewilding target31:41 Environment Agency farm inspection findings33:04 Should rural speed limits fall to 20mph?35:31 Market update38:11 Could chickpeas become a UK break crop?45:18 Closing remarks Useful links ⁠Farmers Weekly ⁠Central Association of Agricultural Valuers ⁠HCR Law agricultural regulatory team ⁠Crown Prosecution Service guidance on self-defence and crime prevention ⁠AHDB grain-storage moisture targets United Oilseeds ⁠NIAB: UK chickpea production research ⁠Hodmedod’s Farmers Weekly market prices This episode of the Farmers Weekly Podcast is hosted by Johann Tasker with Abi Kay, Louise Impey and Hugh Broom. Edited and produced by Johann Tasker. To get in touch with the Farmers Weekly Podcast: - Contact or follow Johann: linkedin.com/in/johanntasker/ Contact or follow Abi: https://uk.linkedin.com/in/abi-kay-38927130 Contact or follow Louise: linkedin.com/in/louise-impey-95470b20b/ Contact or follow Hugh: linkedin.com/in/hugh-broom-9b11906a/ For Farmers Weekly, visit fwi.co.uk or follow linkedin.com/company/farmers-weekly To contact, sponsor or advertise on the Farmers Weekly Podcast, email podcast@fwi.co.uk. In the UK, you can also text the word FARM followed by your message to 88 44 0. See omnystudio.com/listener for privacy information.

An in-depth discussion with Dr. Scott Edmonds on the various facets of ABI and TBI and how it pertains to medical practice and your personalized care.

Three years ago Jamie Bedwell and his wife Abi were on this podcast as newly licensed professional triathletes with the world opening up before them. This week Jamie is back, riding solo, and the story has taken a turn nobody planned for. Three years of gradual deterioration. Chronic back pain, loss of power in the left leg, pins and needles that left him feeling, in his own words, more like a pirate with a wooden leg than a semi-decent triathlete. Every race ended the same way. Every solution fell short. Until earlier this year, when he finally got a diagnosis: flow limitation of the iliac artery, FLIA, a condition where the main artery feeding blood to the leg kinks under the repeated stress of cycling and running. There was a surgery. There was a one in five chance of it going wrong. There was a man in the waiting room who had been back eight times. And there was a surgeon who asked Jamie a simple question: why would you risk so much just to compete in triathlon? Jamie didn't need the six weeks he was given to decide. He said no to the surgery, yes to swimming, and started figuring out what comes next. This is one of the most honest and quietly moving conversations I have had on this podcast. 5 KEY POINTS FLIA affects competitive cyclists and triathletes specifically. Millions of pedalling repetitions thicken the iliac artery over time, restricting blood flow under race conditions. Day to day there is no pain at all. The surgery carries a one in five failure rate. If it goes wrong, the athlete doesn't just lose their sport. They lose the ability to walk uphill or ride a bike with their kids. Jamie said no to protect something bigger than his career. He wanted to remain in sport for the rest of his life. The surgery put that at risk. Once he understood that, the decision was straightforward. Swimming has always been his weakest discipline. He won his first open water race on the River Arun and qualified for the national championships in Sheffield. He is just getting started. Resilience isn't about pushing through. It is about knowing what you are actually fighting for and making decisions that protect it. 3 TAKEAWAYS Know what you are protecting. Jamie turned down surgery not because he gave up on sport but because he refused to risk losing it permanently. Discipline and love will take you further than a fixed goal. Jamie doesn't know where swimming will take him. He just knows those two things are enough. Identity is bigger than the sport. Jamie is applying for ordination, building a community of Christian athletes with Abi, and becoming, in his own words, a more gentle and humble person.   KILLER QUOTE "I'm so grateful there is such a thing called sport. Whether you're going to Park Run or competing at the highest level — sport gives every single person the opportunity to test themselves. And I'm grateful I still have that opportunity."   CONNECT with Jamie Jamie Bedwell is a former professional triathlete and competitive open water swimmer. He and Abi run an email list sharing their journey in sport and faith. Join Jamie and Abi's email list:   FuelledbyFaith@outlook.com for regular updates on their progress   Instagram -  Fuelledbyfaithajb Jamie and Abi are sponsored by Raceskin Wetsuits Jamie's favourite book: Unbroken by Laura Hillenbrand - A Powerful WWII Survival Story of Endurance in the Pacific War If you haven't listened to the previous Be Battle Ready podcast with James & Abi, you can find it here: Husband and wife racing duo   If this conversation has resonated and you want a training structure built around your whole life, not just your performance targets, that is exactly what SWAT is designed for. CLICK HERE TO START YOUR MISSION   FREE Download

Meta ve Google reklam panellerinde "Kampanya Oluştur" yeşil butonuna basmayı herkes biliyor. Hangi tuşun ne işe yaradığını, Advantage+ veya PMax kampanyalarının nasıl kurgulanacağını YouTube'daki on dakikalık ücretsiz bir videoyla bile öğrenebilirsiniz. Panel kullanmak kolaydır; çünkü panel günün sonunda kodlanmış basit bir arayüzdür. Peki, sektördeki e-ticaret markalarının %90'ı neden hala reklam bütçesini çöpe atıyor, neden ROAS ekranlarında sahte illüzyonlarla avunup ay sonunda banka hesabında gerçek bir kârlılık göremiyor?Bu sorunun cevabını, geçtiğimiz günlerde yayınları sıkı takip eden değerli dinleyicimiz Mustafa Altay'dan gelen çok samimi bir itirafla masaya yatırıyoruz. Mustafa'nın sorduğu, aslında bugün milyonlarca lira bütçe yöneten ajansların ve pazarlama direktörlerinin en büyük kanayan yarası: "Abi her şeyi anladım, psikolojiyi ve reklamı anladım ama şu müşteriyi araştırması kısmını, pazardaki müşteriyi anlayıp ona göre reklam çıkma matematiğini bir türlü oturtamıyorum."Filtresiz Dijital'in 97. bölümünde, reklam panelinden önceki o konuşulmayan "Karanlık Bölgeye" dalıyoruz. Altınızdaki araba bir Ferrari bile olsa, navigasyona yanlış adresi girerseniz sadece yanlış yere çok daha hızlı gidersiniz. Bu Bölümde Hangi Ödünsüz Gerçekleri Deşifre Ediyoruz?• Demografik Çöplük ve "Gece 3 Sancısı": Ajansların Excel tablolarına yazdığı "25-45 yaş arası, büyükşehirde yaşayan, yoga yapan kadınlar" gibi içi boş personaların neden birer çöplük olduğunu yüzleşerek konuşuyoruz. İnsanlar yaşlarına veya oturdukları semte göre değil, amigdalalarını tetikleyen acılara göre satın alır. Müşterinizin gece saat 3'te yatağında tavana bakarken hangi problemi yüzünden uyuyamadığını (Gece 3 Sancısı) bulmanın ve ona ürünün özelliğini değil, acısız bir akşamı satmanın formülünü veriyorum.• Dijital İstihbarat ve Rakip Yorumlarını Hacklemek (Review Mining): Masa başında kahve içerek "bence bizim müşteri şunu sever" deme devri bitti. Pazarın lideri olan en dişli 3 rakibinizin Amazon, Trendyol ve Hepsiburada'daki 1 ve 2 yıldızlı yorumlarını nasıl birer istihbarat madenine dönüştüreceğinizi anlatıyorum. Rakiplerinizin lojistik, kumaş veya müşteri hizmetleri zaaflarını alıp, kendi reklam kampanyalarınızda müşteriyi ensesinden yakalayan o yenilmez kancalara (Hook) nasıl çevireceğinizi adım adım gösteriyorum.• Sosyal Dinleme (Social Listening) ile "BS Detector"ü Kapatmak: Anket verilerinin neden her zaman yalan söylediğini, rasyonel ön lob ile duygusal satın alma beyni arasındaki farkı inceliyoruz. Ekşi Sözlük, Reddit ve Kadınlar Kulübü gibi insanların maskelerini çıkardığı platformlara sızarak kitlenin sokak jargonunu nasıl kopyalayacağınızı anlatıyorum. Sizin o plaza dilinizi değil, kendi kelimelerini reklam metninde gören müşterinin zihnindeki "yalan savar" (BS Detector) kalkanını nasıl indireceğinizi deşifre ediyoruz.• Yapay Zekayı Davranışsal Ekonomi Uzmanına Dönüştürmek: ChatGPT veya Claude'u sadece "Instagram metni yaz" diyerek hesap makinesi gibi kullanmayı bırakın. Yüzlerce filtresiz müşteri şikayetini yapay zekaya besleyerek; kitlenin en derin 3 korkusunu, duygusal satın alma tetikleyicilerini ve savunmaya geçtiği kelimeleri saniyeler içinde çıkaran o 2026 model özel "Nöropazarlama Analisti" komutumu (prompt) sizlerle paylaşıyorum.Siz de bu yayını dinledikten sonra e-ticaret sitenizi ve reklam kurgularınızı birer deneme yanılma tahtası olmaktan çıkarıp, salt bir insan psikolojisi ve veri madenciliği matematiğine dönüştürmek istiyorsanız, masadaki parayı rakiplerinize bırakmamak için şu an bu kanalı hemen takip edin ve bildirimleri açın.Bu işin sadece panel boyutunu değil, tüketici psikolojisini ve yapay zeka ile pazar araştırması mimarisini bir meslek olarak en ince detayına kadar öğrenmek istiyorsanız Joy Akademi eğitimlerimize katılın. "Faruk, benim operasyonum var, bu derin psikolojik kurguyu ve reklam matematiğini markam için doğrudan siz kurun ve ciromu büyütün" diyorsanız, joykek.com üzerinden ajansımızla iletişime geçin.

Abi and Matt continue to read a list. 

Daisy trees, petrels, and pink iguanas... The Galápagos Islands are home to unique endemic species found nowhere else in the world. Sadly, the ecosystems that support them are under threat from invasive species and outright destruction. If something isn't done to turn the tide, species will be lost forever. Luckily, organizations such as Jocotoco Conservation Foundation are hard at work slowing and hopefully reversing this trend. Join me and Juan Alejo Chávez as we discuss the efforts to restore daisy trees (Scalesia pedunculata) and other native plants that comprise this unique forest ecosystem. This episode was produced in part by Chris, Gerald, Elise, Maggie, Mamie, A.J., Dallas, Channele, KC, Joe, Diane, Kim, Tanya, Neil, Matthew, April, Dana, Lilith, Sanza, Eva, Yellowroot, Wisewren, Nadia, Heidi, Blake, Josh, Laure, R.J., Carly, Lucia, Dana, Sarah, Lauren, Strych Mind, Linda, Sylvan, Austin, Sarah, Ethan, Elle, Steve, Cassie, Chuck, Aaron, Gillian, Abi, Rich, Shad, Maddie, Owen, Linda, Alana, Sigma, Max, Richard, Maia, Rens, David, Robert, Thomas, Valerie, Joan, Mohsin Kazmi Photography, Cathy, Simon, Nick, Paul, Charis, EJ, Laura, Sung, NOK, Stephen, Heidi, Kristin, Luke, Sea, Shannon, Thomas, Will, Jamie, Waverly, Brent, Tanner, Rick, Kazys, Dorothy, Katherine, Emily, Theo, Nichole, Paul, Karen, Randi, Caelan, Tom, Don, Susan, Corbin, Keena, Robin, Peter, Whitney, Kenned, Margaret, Daniel, Karen, David, Earl, Jocelyn, Gary, Krysta, Elizabeth, Southern California Carnivorous Plant Enthusiasts, Pattypollinators, Peter, Judson, Ella, Alex, Dan, Pamela, Peter, Andrea, Nathan, Karyn, Michelle, Jillian, Chellie, Linda, Laura, Miz Holly, Christie, Carlos, Paleo Fern, Levi, Sylvia, Lanny, Ben, Lily, Craig, Sarah, Lor, Monika, Brandon, Jeremy, Suzanne, Kristina, Christine, Silas, Michael, Aristia, Felicidad, Lauren, Danielle, Allie, Jeffrey, Amanda, Tommy, Marcel, C Leigh, Karma, Shelby, Christopher, Alvin, Arek, Chellie, Dani, Paul, Dani, Tara, Elly, Colleen, Natalie, Nathan, Ario, Laura, Cari, Margaret, Mary, Connor, Nathan, Jan, Jerome, Brian, Azomonas, Ellie, University Greens, Joseph, Melody, Patricia, Matthew, Garrett, John, Ashley, Cathrine, Melvin, OrangeJulian, Porter, Jules, Griff, Joan, Megan, Marabeth, Les, Ali, Southside Plants, Keiko, Robert, Bryce, Wilma, Amanda, Helen, Mikey, Michelle, German, Joerg, Cathy, Tate, Steve, Kae, Carole, Mr. Keith Santner, Lynn, Aaron, Sara, Kenned, Brett, Jocelyn, Ethan, Sheryl, Runaway Goldfish, Ryan, Chris, Alana, Rachel, Joanna, Lori, Paul, Griff, Matthew, Bobby, Vaibhav, Steven, Joseph, Brandon, Liam, Hall, Jared, Brandon, Christina, Carly, Kazys, Stephen, Katherine, Manny, doeg, Daniel, Tim, Philip, Tim, Lisa, Brodie, Bendix, Irene, holly, Sara, and Margie.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

On this week's Conversation Street, we chat about the episodes of Corrie shown between the 6th and the 10th July (Episodes #11,893 - #11,897). Just a short episode of the podcast this week - by our standards at least - as we're up in Manchester for the Walk For Webster this weekend, we've had a bit of a busy day and we're absolutely knackered! Fortunately, there wasn't too much in the way of massive story twists or revelations to keep us talking in today's episode, although we do delve relatively deeply into Christina's admission that she has a spending addiction - to be honest, we're just pleased she hasn't been up to anything irredeemably sneaky! Also this week, Abi discovers she's got a bit of   a mould issue at her flat that nearly has fatal consequences for Alfie, Will tries to adjust to life after Megan, and Tyrone comes face to face with his long-lost father! 

This podcast covers episodes 11,893 to 11,897. Abi discovers the source of Alfie's illness and it's Idris to blame. Cassie and Tracy's feud is rekindled when Cassie makes plans to propose once more to Steve. Will is distressed when he learns that Megan has already fallen foul of her fellow felons. Christina's mystery calls continue and Glenda sees her suspiciously exiting a stranger's car. Maria is incredibly frustrated at Gary's refusal to tell her the truth. Todd wasn't taking minutes. Kit has a Sonny Crockett jacket. Hope harvests DNA.

Time to dip your foot in the pool of more Hip-Hop music with the QUANTUM LEAP crew! If the streets are betting on Dopeako this week, wiil they secure a win? The Artifacts have gotten complicated. An explanation for Jay-Z and "The Plugs" go on the road with "Abi & Al." New music from Grand Agent, Raz Fresco, El Gant and more... Click play and take the leap!!!Follow us NOW on YouTube, iHeartRadio, Apple Podcasts, Google Podcasts, Spreaker, and more...!!You like what hear..? PROVIDE a donation on @kpft.org (DONATE button)QUANTUM LEAP RADIO broadcasting and streaming live from #HUEston T.X.Every Saturday from 4-6p.m. CST (90.1FM KPFT Houston in HD2) & Thursday 1-3a.m. CST (on the F.M. dial)Worldwide@kpft.org/listen & KPFT APP

In this Meaningful Money Q&A episode, Pete Matthew and Roger Weeks answer listener questions on key UK personal finance topics, including long mortgage terms, pension contributions, ISAs, investing property sale proceeds and planning for retirement with confidence. They explore flexible ISAs, SIPPs, Junior SIPPs, Gift Aid, money market funds and the £100k tax trap, with practical guidance for UK savers and investors. The episode also looks at financial literacy, how to teach money skills, and how to balance pensions, ISAs and accessible savings when building long-term financial security.   Shownotes: https://meaningfulmoney.tv/QA54    01:23  Question 1 Hi Pete & Roger, I'm a chartered management accountant so maybe I should know this but clearly not. I'm wondering is there a financial disadvantage of just taking the longest mortgage deal you can (i.e. 40yrs for example) & then each time it's up for renewal don't worry too much about reducing the term. As long as the mortgage interest rate is lower than the average long term return you'd expect on the stock market (say min 6%), is it not just best to pay lower monthly mortgage payments each month and keep the spare money invested? On a pound vs pound basis aren't you better off? I understand the stock market can go up and down but over the long term I'm struggling to see what the disadvantage is of this strategy, apart from the apparent freedom of being mortgage free. Thanks Jamie   06:45  Question 2 Hi, Why are these things not widely known or discussed? Flexible ISA's. SIPP contributions when retired. £2880+ Rebate. Junior SIPP when worried about Junior ISA end date. I have heard that Parents/Family/Grand parents don't want to pay in to an ISA when you don't know how the child will react to suddenly having control of this ISA money at 18. A SIPP may be a better option. Also one to watch, if you are retired and contributing to charities and tick "Gift Aid" then HMRC may back charge you if you are not paying tax. Emergency fund in Money Market Fund. Regards, Gary   13:00  Question 3 Dear Butch and Sundance   Long time listener, first time caller. Thanks for all you do, filling in the gaps in our financial education that should (but doesn't) start in school.   I'm 56 and looking at my later career options, something that contributes back and can supplement my (early) retirement income. I enjoyed the episodes you did on becoming a financial planner and if I were younger I may well have gone down that route. Instead I would like to help educate people on basic financial good practice. I'm particularly thinking about schools and young people. What options exist in this space, and if they don't exist and I want to create them, what sort of financial qualification would give me a good grounding so that I am not just an enthusiastic amateur.   I'm writing this in February, so if it makes it on to the podcast Merry Christmas everyone! Keep doing what you're doing, it's working. Nick   18:40 Question 4 Hello guys I have been an avid listener for many years, really enjoy the content. I finally have a question of my own. I am about to sell a property which I own outright and would like some advice on where to invest the money going forward, ie bonds, etf's, pensions, ive even considered premium bonds... I would rather spread the money into different pots rather than one product. I understand a pension would be the most tax efficient and I plan to put a small portion into my sipp and max out my s&s Isa however I'd rather be invested in something more flexible I don't intend to utilise the money anytime soon so I want to maximise its potential. I already have been investing in index funds for many years and built up a nice portfolio through s&s isa's. Any advice would be great appreciated Thanks, Paul   22:09 Question 5 Hello Peter and Roger! Thank you for the excellent videos. I listen to them on my daily walks and while cooking, and I always come away having learned something new—so thank you for all the insight you share! I have a question about planning my finances using the Die With Zero approach, especially as I have no children or spouse. I'm 52 this year and hope to hand in my notice in October 2026. I've always been a saver (largely out of insecurity!), so I'd really appreciate your thoughts on whether I have "enough," and—if so—how I can become a more confident spender in the next stage of my life. Here's a brief summary of my situation: I have around £300k across my ISA, general investment account, Premium bonds and cash savings. The allocation is roughly 20% equities / 60% UK gilts / 20% cash. This pot is intended to bridge the gap until my DB pension starts at 60. My DB pension is currently valued at about £18k per year (today's terms) and is inflation‑linked. I also have a SIPP worth around £500k, invested 85% in equities and 15% in money market funds. I have no debts. A small investment property brings in about £1000 a month. My spending target in retirement is about £2,500 per month after tax. ChatGPT has told me that I likely have enough to retire, but I still worry about worst‑case scenarios—war, high inflation, very low future returns for the next 20-30 years (e.g., below 3%), or needing long‑term care since I don't have family support. I value your thoughts before I finally hand in my notice lol. Thanks again for all the work you do. Abi   32:20  Question 6 Hi Pete and Roger, I'm a long time and regular listener and can even remember the time BR (Before Roger) although the modern era partnership has been some of the most entertaining content on the channel. THE CONTEXT I'm 41, married with kids (all out of nursery so no childcare free hours), we have a house with a mortgage. I'm employed full time, putting 19% of salary into my DC pension. I maxed my employer contribution of 8% (with 6% from me) back in 2019 and have steadily increased my contribution each year up to the current 11% (19% total). Currently the pot is worth ~£140k with monthly contributions of ~ £1,550. I'm in the very fortunate position that my salary growth has outpaced inflation and I am now teetering on the edge of the £100k mark. We also receive a variable annual bonus which is targeted at 10%. Pre Covid, we started a stocks and shares ISA, contributing £300/mo but when my wife was furloughed and subsequently made redundant, we had to stop those contributions. Still, that ISA pot has grown to ~£17k. I'd like to build up the ISA to give us flexibility on draw down in retirement but struggling to find the spare cash. Also mindful of creeping over the £100k threshold and reducing my tax free allowance so considering options like sacrificing part of my bonus this year into pension. THE QUESTION So the question, is it worth continuing to increase my pension contribution to 20% and beyond at this stage or start to focus more on building up ISA contributions. Congrats on the success of the Meaningful Money podcast, it is always top of my weekly listening queue and continues to educate and inspire me. Best wishes, Ben

Dragonflies and damselflies are voracious aerial predators that help keep populations of other insects like mosquitoes in check. These amazing insects also require aquatic habitats to complete their life cycles. Simply put, without wetlands we don't have dragonflies and damselflies. However, not all wetlands will do. My guest Dr. Mary Ann Perron is here to discuss why native aquatic plants are absolutely essential to the success of these insects. Join us as we discuss what makes a good wetland for dragonflies and damselflies and learn what you can do to help them out in your own community! This episode was produced in part by Chris, Gerald, Elise, Maggie, Mamie, A.J., Dallas, Channele, KC, Joe, Diane, Kim, Tanya, Neil, Matthew, April, Dana, Lilith, Sanza, Eva, Yellowroot, Wisewren, Nadia, Heidi, Blake, Josh, Laure, R.J., Carly, Lucia, Dana, Sarah, Lauren, Strych Mind, Linda, Sylvan, Austin, Sarah, Ethan, Elle, Steve, Cassie, Chuck, Aaron, Gillian, Abi, Rich, Shad, Maddie, Owen, Linda, Alana, Sigma, Max, Richard, Maia, Rens, David, Robert, Thomas, Valerie, Joan, Mohsin Kazmi Photography, Cathy, Simon, Nick, Paul, Charis, EJ, Laura, Sung, NOK, Stephen, Heidi, Kristin, Luke, Sea, Shannon, Thomas, Will, Jamie, Waverly, Brent, Tanner, Rick, Kazys, Dorothy, Katherine, Emily, Theo, Nichole, Paul, Karen, Randi, Caelan, Tom, Don, Susan, Corbin, Keena, Robin, Peter, Whitney, Kenned, Margaret, Daniel, Karen, David, Earl, Jocelyn, Gary, Krysta, Elizabeth, Southern California Carnivorous Plant Enthusiasts, Pattypollinators, Peter, Judson, Ella, Alex, Dan, Pamela, Peter, Andrea, Nathan, Karyn, Michelle, Jillian, Chellie, Linda, Laura, Miz Holly, Christie, Carlos, Paleo Fern, Levi, Sylvia, Lanny, Ben, Lily, Craig, Sarah, Lor, Monika, Brandon, Jeremy, Suzanne, Kristina, Christine, Silas, Michael, Aristia, Felicidad, Lauren, Danielle, Allie, Jeffrey, Amanda, Tommy, Marcel, C Leigh, Karma, Shelby, Christopher, Alvin, Arek, Chellie, Dani, Paul, Dani, Tara, Elly, Colleen, Natalie, Nathan, Ario, Laura, Cari, Margaret, Mary, Connor, Nathan, Jan, Jerome, Brian, Azomonas, Ellie, University Greens, Joseph, Melody, Patricia, Matthew, Garrett, John, Ashley, Cathrine, Melvin, OrangeJulian, Porter, Jules, Griff, Joan, Megan, Marabeth, Les, Ali, Southside Plants, Keiko, Robert, Bryce, Wilma, Amanda, Helen, Mikey, Michelle, German, Joerg, Cathy, Tate, Steve, Kae, Carole, Mr. Keith Santner, Lynn, Aaron, Sara, Kenned, Brett, Jocelyn, Ethan, Sheryl, Runaway Goldfish, Ryan, Chris, Alana, Rachel, Joanna, Lori, Paul, Griff, Matthew, Bobby, Vaibhav, Steven, Joseph, Brandon, Liam, Hall, Jared, Brandon, Christina, Carly, Kazys, Stephen, Katherine, Manny, doeg, Daniel, Tim, Philip, Tim, Lisa, Brodie, Bendix, Irene, holly, Sara, and Margie.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Most investors think mid-term rentals are just another Airbnb strategy until they try it and realize the model works completely differently. In this episode, Abi Horton joins Russ and Joey to break down how mid-term rentals actually operate, who they work best for, and the systems that make them either highly profitable or a major mistake if done wrong.Abi shares why she believes mid-term rentals are the sweet spot for investors who want strong ROI without the operational intensity of short-term rentals. She explains how they create consistent occupancy while reducing turnover costs and guest management headaches.The conversation also dives into pricing strategies, property types that perform best, HOA considerations, and how landlords can avoid vacancy gaps.Top three things you will learn: -Why mid-term rentals have strong ROI potential-Why there's a huge demand for mid-term rentals-How matching systems outperform listing platformsThe Rental Strategy Most Landlords Are Missing (free webinar): https://webinar-aros-mtr.webinarninja.com/automated-webinars/24724/registerMidterm Rental Setup Checklist: Get the free checklist by sending a direct message with the word "wealth" to either the Aros Instagram page or Abi Horton's personal page.About Our Guest:Abi Horton is a voice-over artist and a mid-term rental specialist. Having worked directly with families who need housing and landlords trying to fill their properties, Abi decided to build Aros. This platform connects landlords with high-quality, long-stay housing requests from insurance and corporate clients. Disclaimer: The opinions expressed on this podcast are solely those of the hosts and guests and do not constitute financial advice. Always consult a licensed professional for financial decisions.This episode is sponsored by a podcast show partner. We may receive compensation if you use links or services mentioned in this episode.The hosts may have a financial interest in the programs or services mentioned in this episode.Connect with Abi Horton:Instagram (Aros) - https://www.instagram.com/stay.aros/Instagram (Abi Horton) - https://www.instagram.com/theabihorton/Build a Passive Income Machine in 3 Steps:Here's how to flip the script and start building wealth the way the wealthy do

Join an active community of RE investors here: https://linktr.ee/gabepetersenWHAT IS MIDTERM RENTAL INVESTING AND WHY IT MATTERS

Stroke survivor Shalini Aggarwal shares her powerful story of sudden stroke, intensive recovery, and rebuilding her life step by step. She talks about the early challenges, the importance of support, and how faith and mindset keep her moving forward. A moving reminder that recovery is ongoing, and resilience is built along the way. Guest Social Media info -  https://youtube.com/@booboowithshamuoyeah and https://www.instagram.com/shaliniaggarwal  Send us Fan MailSupport the showYou can find this episode's transcript here.New episodes drop every other Thursday everywhere you listen to podcasts. 

Topics covered in this episode: Free-threaded Python: past, present, and future django-admin-site-search Qwen 3.6 27B is the sweet spot for local development A large batch of PEPs are finalized Extras Joke Watch on YouTube Show Intro Sponsored by us! Support our work through: Our courses at Talk Python Consulting from Six Feet Up Connect with the hosts Michael: Mastodon / BlueSky / X / LinkedIn Calvin: Mastodon / BlueSky / X / LinkedIn Show: Mastodon / BlueSky / X Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Tuesday at 7am PT. Older video versions available there too. Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Calvin #1: Free-threaded Python: past, present, and future The GIL has prevented true multi-threaded parallelism in CPython since the beginning — multiple past attempts to remove it failed on performance grounds Sam Gross at Meta finally solved it; his work became PEP 703 and ships as free-threaded CPython today Python 3.13 was experimental with 20–40% single-threaded slowdown; 3.14 brought that to 0–10% Python 3.15 (October 2026) delivers a unified ABI — one extension binary works on both GIL and free-threaded builds Already >50% of the top PyPI binary wheels support free threading Wouters predicts free-threaded becomes the default between 3.16–3.20 (2027–2031), with the GIL eventually disappearing next decade Michael #2: django-admin-site-search via Adam Parkin A global/site search modal for the Django admin, by Ahmed Aljawahiry. Hit cmd+k anywhere in the admin and you get a command-palette-style search window, kind of like the one in VS Code. It doesn't just search one model's list page. It searches your entire site in one box: App labels Model labels and field attributes Actual model instances (your data) Two ways to search the instances: model_char_fields (the default): runs an __icontains across every CharField (and subclasses) on the model. Zero config, works out of the box. admin_search_fields: defers to each ModelAdmin's existing get_search_results(), so it respects the search_fields you've already set up. The part I like: it's permission-aware out of the box. Users only see results for the apps and models they actually have view permission on, so you're not leaking anything through search. Results appear as you type, with throttling/debouncing so you're not hammering the server on every keystroke, and it's full keyboard nav: cmd+k to open, up/down to move, enter to go. It's responsive, does dark and light mode, and it pulls Django's built-in admin CSS variables so it just matches whatever admin theme you're running. Under the hood it's Alpine.js, but bundled into static so there's no external CDN dependency. Setup is about what you'd expect: pip install django-admin-site-search, add it to INSTALLED_APPS, mix the AdminSiteSearchView into your AdminSite, and drop a few template includes into base_site.html. Supports Python 3.8 through 3.14 and Django 3.2 through 6.0, MIT licensed, and everything is overridable if you want to skip certain models, add TextField matching, etc. Calvin #3: Qwen 3.6 27B is the sweet spot for local development Qwen 3.6 27B is being called the first local model that genuinely competes as a general-purpose intelligence — benchmarks put it at roughly mid-2025 frontier level (comparable to GPT-5 / Claude Sonnet 4.5) Runs locally via llama.cpp; on an M5 MacBook Max with 8-bit quantization + multi-token prediction, it hits ~32 tokens/sec using ~42GB RAM 4-bit quantization gets it under 18GB, runnable on 32GB devices; Nvidia RTX cards run it even faster The dense 27B is recommended over the faster MoE 35B A3B — author prefers higher quality output over raw speed Privacy and reliability are the pitch: fine-tunable, can't be taken down, suitable for sensitive/proprietary data Author sees this as a stepping stone — frontier open-weight models like GLM 5.2 are now locally runnable with company-grade hardware, and smarter-still local models are coming Michael #4: A large batch of PEPs are finalized A bunch of PEPs went from accepted to final. 668, 687, 691, 699, 701, 703, 728, 770, 773, 829 But this wasn't them making their way into CPython. It's an admin sorta thing. (Thanks PyCoders) See the commit. Extras Calvin: More fun bling for your terminal this time - https://charm.land/ Michael: Follow up from pls, What the pls? Thanks Pito. Joke: BEMoji A production-grade utility and component framework built entirely on emoji class names via Jeff Triplett

Disturbances from fire and wind to insects and humans play a huge role in forest dynamics through time. Throw in the impacts of climate change, and these dynamics only get more complicated. Understanding how disturbances interact and influence how forests change through time is of great interest to people from all walks of life and that is why people like Dr. Kenneth Anyomi are hard at work studying them. Join us for a deep dive on how disturbances influence forest succession and the lives that depend on it. This episode was produced in part by Chris, Gerald, Elise, Maggie, Mamie, A.J., Dallas, Channele, KC, Joe, Diane, Kim, Tanya, Neil, Matthew, April, Dana, Lilith, Sanza, Eva, Yellowroot, Wisewren, Nadia, Heidi, Blake, Josh, Laure, R.J., Carly, Lucia, Dana, Sarah, Lauren, Strych Mind, Linda, Sylvan, Austin, Sarah, Ethan, Elle, Steve, Cassie, Chuck, Aaron, Gillian, Abi, Rich, Shad, Maddie, Owen, Linda, Alana, Sigma, Max, Richard, Maia, Rens, David, Robert, Thomas, Valerie, Joan, Mohsin Kazmi Photography, Cathy, Simon, Nick, Paul, Charis, EJ, Laura, Sung, NOK, Stephen, Heidi, Kristin, Luke, Sea, Shannon, Thomas, Will, Jamie, Waverly, Brent, Tanner, Rick, Kazys, Dorothy, Katherine, Emily, Theo, Nichole, Paul, Karen, Randi, Caelan, Tom, Don, Susan, Corbin, Keena, Robin, Peter, Whitney, Kenned, Margaret, Daniel, Karen, David, Earl, Jocelyn, Gary, Krysta, Elizabeth, Southern California Carnivorous Plant Enthusiasts, Pattypollinators, Peter, Judson, Ella, Alex, Dan, Pamela, Peter, Andrea, Nathan, Karyn, Michelle, Jillian, Chellie, Linda, Laura, Miz Holly, Christie, Carlos, Paleo Fern, Levi, Sylvia, Lanny, Ben, Lily, Craig, Sarah, Lor, Monika, Brandon, Jeremy, Suzanne, Kristina, Christine, Silas, Michael, Aristia, Felicidad, Lauren, Danielle, Allie, Jeffrey, Amanda, Tommy, Marcel, C Leigh, Karma, Shelby, Christopher, Alvin, Arek, Chellie, Dani, Paul, Dani, Tara, Elly, Colleen, Natalie, Nathan, Ario, Laura, Cari, Margaret, Mary, Connor, Nathan, Jan, Jerome, Brian, Azomonas, Ellie, University Greens, Joseph, Melody, Patricia, Matthew, Garrett, John, Ashley, Cathrine, Melvin, OrangeJulian, Porter, Jules, Griff, Joan, Megan, Marabeth, Les, Ali, Southside Plants, Keiko, Robert, Bryce, Wilma, Amanda, Helen, Mikey, Michelle, German, Joerg, Cathy, Tate, Steve, Kae, Carole, Mr. Keith Santner, Lynn, Aaron, Sara, Kenned, Brett, Jocelyn, Ethan, Sheryl, Runaway Goldfish, Ryan, Chris, Alana, Rachel, Joanna, Lori, Paul, Griff, Matthew, Bobby, Vaibhav, Steven, Joseph, Brandon, Liam, Hall, Jared, Brandon, Christina, Carly, Kazys, Stephen, Katherine, Manny, doeg, Daniel, Tim, Philip, Tim, Lisa, Brodie, Bendix, Irene, holly, Sara, and Margie.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Abi and Matt talk about a movie they've already talked about. 

We're excited to have Databricks join us at AIEWF, among hundreds of the top companies in the AI Engineer ecosystem. LS subscribers can use their discount to get past the late bird pricing and access over $50k in sponsor offers! Everyone is still talking about Satya's Frontier Ecosystems post, but few have actually built a (now $175 billion) frontier ecosystem and cloud like our guests today.From open-sourcing the layer above coding agents to rethinking databases for the agent era, Databricks cofounders Matei Zaharia and Reynold Xin are pushing the company beyond the lakehouse into a full data-and-AI operating system. In this episode, Matei and Reynold join swyx at the 2026 Data + AI Summit to unpack Omnigent, LTAP, Lakebase, agent security, open formats, Mosaic, and why databases may matter more than ever once AI agents start doing real work.We go deep on Omnigent: Databricks' open-source meta-harness for combining, controlling, and sharing agents across Claude Code, Codex, Cursor, Pi, custom agents, and internal tools. Matei explains why coding agents and enterprise agents run into the same problems: portability, collaboration, session history, security, spend controls, and the need for a common API above every harness.Then Reynold walks through Databricks' database dream: why CDC is brittle enough to joke that it means “continuous data corruption,” why HTAP has been the holy grail of database engineering, and why Databricks thinks LTAP gets most of the benefits by unifying the storage layer instead of collapsing every query engine. We also cover Databricks' infrastructure scale, the culture behind rapid prototyping, the difference between tech and enterprise customers, Databricks vs Snowflake, whether vector databases should have ever existed, the Mosaic model strategy, Genie, AI Runtime, RL fine-tuning, and the thesis that traditional software gets rewritten once the data is in the right place and agents sit on top.Databricks began as a company for the big data era. The origination of Spark from the Berkeley AMPLab which eventually turned into the product Lakehouse convinced enterprises that they didn't need a separate data lake, warehouse, ML platform, and governance layer. They just needed one open foundation where all of their data could live and be reasoned over.Since then a lot has changed, but data has only become more important. Data is no longer something you keep track of and analyze ad hoc, it's the necessary context agents need in order to act. So the framing has shifted from “where do we put all of our data?” to “how do we expose the right slice of state, history, permissions, and business logic to an AI system at the exact moment it's doing work?”If frontier model performance becomes commoditized, the durable advantage then becomes the company-specific context around them: proprietary data, governed access, operational state, transaction logs, workflows, and feedback loops. Which makes Databricks positioned perfectly.Now coming fresh off the Data + AI Summit 2026, the company is moving just as fast to keep up, announcing Genie One, Omnigent, LTAP, and many more, indicating a central mission in its newer work: Databricks is trying to become the operating system for enterprise agents.Models are getting good enough, but agents are only useful if they have the right context, permissions, memory, state, cost controls, and access to live business data. Fundamentally it appears that significantly better model performance in production is a systems problem, one that data guys like us are remarkably well prepared to solve!We discuss:* Why Databricks built Omnigent as a meta-harness above existing AI agents* Why coding agents and custom enterprise agents need the same infrastructure* The common API for agent sessions, files, streams, tool calls, and cancellation* Why persistent sessions, cloud sandboxes, sharing, search, and collaboration matter* Why Databricks open-sourced Omnigent instead of keeping it proprietary* Databricks' internal agent usage, cloud sandboxes, and coding workflows* The scale of Databricks: 50–60 million virtual machines a day and exabytes before breakfast* Why agent security needs contextual and stateful policies* How an agent could read confidential docs, install a compromised npm package, and leak data* Why spend control matters when an agent can burn $500 reading logs* Startup opportunities around coding-agent analytics, quality, skills, and spend* LTAP, Lakebase, and why Databricks wants to rethink the database stack* OLTP vs OLAP, CDC, and why data pipelines break at 3 a.m.* Why HTAP has historically been the holy grail of database engineering* Why Databricks thinks LTAP is “HTAP done right”* How writing transactional data into column-oriented formats changes analytics* Why agents need live operational context from databases, not just telemetry* How Databricks prototypes strategic systems without endless process* Enterprise vs tech customers, governance, procurement, and DIY culture* The “second system syndrome” risk of rewriting a database engine* Building a database engine from a decade of traces and quadrillions of data points* Why vector databases should never have been a separate category* Why open formats and AI changed the race with Snowflake* The Mosaic story, DBRX, Genie, document parsing models, and specialized model training* Why model customization and RL fine-tuning may become mainstream* Why “get the data there, slap some agent on top” may rewrite traditional softwareMatei Zaharia* LinkedIn: https://www.linkedin.com/in/mateizaharia* X: https://x.com/matei_zahariaReynold Xin* LinkedIn: https://www.linkedin.com/in/rxin* X: https://x.com/rxinDatabricks* Website: https://www.databricks.com* X: https://x.com/databricksTimestamps00:00:00 Introduction00:02:22 Omnigent and the Agent Infrastructure Layer00:08:39 Agent Clouds, Common APIs, and Open Source00:16:52 Databricks Scale and Internal AI Workflows00:18:03 Agent Security, Governance, and Spend Controls00:27:34 LTAP and the Database Dream00:30:30 CDC, HTAP, and Why Data Pipelines Break00:34:05 Lakebase, Parquet, and Live Data for Agents00:36:47 Databricks' Culture of Fast Prototyping00:43:40 The Dream Engine and Rewriting the Database Stack00:51:02 Vector Databases, Query Engines, and LTAP00:52:36 Databricks vs Snowflake00:57:48 Mosaic, DBRX, Genie, and Specialized Models01:03:11 Context, AI Runtime, and RL Fine-Tuning01:06:15 Why Data + Agents May Rewrite Software01:07:09 Closing ThoughtsTranscriptIntroduction: Databricks, Data + AI Summit, and Founder DynamicsSwyx [00:00:00]: Matei and Reynold from Databricks, welcome to Latent Space.Reynold Xin [00:00:06]: Hey, thanks for having us.Swyx [00:00:07]: Yeah.Matei Zaharia [00:00:08]: Yeah, thanks so much.Swyx [00:00:09]: thanks for taking time out. You have your Databricks, Data AI Summit going on. You were just telling me how the first summit that you guys ran was just 50 peopleReynold Xin [00:00:17]: Yeah, it wasSwyx [00:00:17]: in BerkeleyReynold Xin [00:00:18]: little meetup at Berkeley, I thinkMatei Zaharia [00:00:19]: YeahReynold Xin [00:00:19]: put togetherMatei Zaharia [00:00:20]: We were doing these tutorials and, yeah, just teach people Spark.Swyx [00:00:23]: Yeah. obviously now it's like, I think like the headline number's like 100,000 people around the world, 30,000 in person.Swyx [00:00:30]: it's a crazyMatei Zaharia [00:00:31]: AmazingSwyx [00:00:31]: community. Well, I just saw the keynote.Swyx [00:00:35]: Ali's just. Did was it obvious or that back when that Ali would be, like, such a great, like, CEO? LikeReynold Xin [00:00:42]: OhSwyx [00:00:42]: such a great presenter?Reynold Xin [00:00:43]: What do you think?Matei Zaharia [00:00:44]: I think among our group of founders it was clear that, I think he'd be the best at this.Swyx [00:00:50]: Yeah.Matei Zaharia [00:00:50]: And yeah, it turned out great. And he's, he's ramped up on so many topics growing a company. He would just go in and, like, study it and, be talk to all the experts. Like, even if he can't hire the person, learn enough about, like, finance and sales and whatever it was, and, and go from there. Yeah.Swyx [00:01:09]: Yeah.Reynold Xin [00:01:10]: he's obviously very high IQ and a very high EQ, but it wasn't. Like, Ali today is quite different from Ali from, like 10 years ago. I think there's a lot of work that he put in to, get to this point.Swyx [00:01:20]: Yeah. no, to me the most appealing thing about him is that he's funny. And like, it, it's, it'Matei Zaharia [00:01:26]: It's true, yeahSwyx [00:01:26]: it's hard to make jokes about, data warehousesReynold Xin [00:01:30]: About serious topicsSwyx [00:01:31]: securityMatei Zaharia [00:01:32]: YeahSwyx [00:01:32]: what have you.Matei Zaharia [00:01:33]: Oh, yeah. That's for sure.Swyx [00:01:34]: Yeah. So you guys launched a whole bunch of things. I'll, I'll just name check briefly, the stuff because we're not gonna cover everything. Omnigentt, your baby. LTAP, your baby, your dream engine.Swyx [00:01:47]: we're also gonna cover Genie, cover CustomerLake, you acquired PantherMatei Zaharia [00:01:52]: YeahSwyx [00:01:52]: Open Sharing, and there's Unity AI Gateway. A lot of these, I think, like, are things that you would expect a Databricks to do. It's, it's like part of the roadmap. Everyone in your category has similar things. But I think, probably the two of you are leading the two most unique and differentiated initiativesOmnigent and the Agent Infrastructure LayerSwyx [00:02:09]: on, in the landscape. Maybe we'll start with, Omnigentt we'll, we'll, we'll, we'll go into it. I do think that a lot of people are exploring this meta harness concept.Matei Zaharia [00:02:21]: Yeah, totally.Swyx [00:02:21]: What led you to it?Matei Zaharia [00:02:22]: Yeah. There were a couple of, like, converging lines, which I think is a good sign that you need something new. So on the one hand, there's all the coding agent info internally. We have really great, dev infra team. they built something called Isaac, that's like a wrapper on Claude Code and Codex, and, lets you use them either on the web in, like, sandboxes or, just on your dev machine or on your laptop or whatever. And then, they were adding all kinds of stuff there. And we saw all the more advanced engineers like, were building their own workflows with tons of agents, and they were building their own UIs and stuff on top or even on top of that. And then the other one was, like, us building agents. We ship this, like, data science agent called Genie on the research team, which I lead. We also build a lot of internal ones for various things, and then we have all the customer ones. And all of them running into this thing of like, “Oh, I need to switch model and harness and so on,” every few months. Plus the agent is, like, completely useless if you can't share sessions with someone and have history and have search and all this, like, layer on top of it for collaboration. I thought a bit about it from both contexts and, at first people thought it was weird. They're like, “Why are you doing coding agents and custom agents in the same thing?” But I said it's, it's the same problems and, you just wanna build the stuff that lets you deliver the agent, maybe control it if you care about security, and, make it portable across things. And then we prototyped some things as experiments. We saw, yeah, we can make it work, and then we built that for real.Swyx [00:04:06]: I'm wondering if this let's call it architectureMatei Zaharia [00:04:11]: YeahSwyx [00:04:11]: maps to anything in your careers in the past. like I always think about how a lot of things just tie back to operating systems.Swyx [00:04:18]: A lot of operatingMatei Zaharia [00:04:19]: YeahSwyx [00:04:20]: systems tie back to databases,Matei Zaharia [00:04:21]: SoSwyx [00:04:21]: or the other way aroundMatei Zaharia [00:04:22]: so the thing, I do think it ties a lot to, like, network protocols, internet protocol. we alsoSwyx [00:04:29]: Communication between entities.Matei Zaharia [00:04:30]: Yeah. We did stuff with, like, data sharing also, which is probably, most viewers probably won't know unless they'Swyx [00:04:36]: Yeah, open protocol is the term.Matei Zaharia [00:04:37]: Yeah.Swyx [00:04:38]: Open sharing. Open sharing.Matei Zaharia [00:04:38]: Open sharing.Swyx [00:04:39]: Yes.Matei Zaharia [00:04:39]: Yeah. So it's like you have a company, you maintain some table, like let's say like a Walmart or something. They have like the, inventory and what's been sold in each store. And then you also have suppliers, and they would love to produce more things and ship them, like, exactly the moment you need them. So they would love, like, real-time access to your table. So instead of like sending emails around or Excel sheets or phone calls, why can't you share like a view of that table in real time with them? Then they query, they, join it with their data, and they decide what to send. So it's one of these things where you, like you might ask like today since we can vibe code anything so fast, why do we even need to design like protocols or APIs or software? Why can't you just vibe code things on demand? But for this type of interoperability where multiple parties that are moving at different speeds are building stuff and you still want some layer on top to coordinate, you do wanna design it and build it. So it reminds me of that, like agents talking to each other and, users talking to agents and tools.Agent Clouds, Cloud Sandboxes, and Keeping Sessions AliveSwyx [00:05:42]: Reynold, any other comments alternative viewpoints?Reynold Xin [00:05:46]: I think, by the way, we had a debate on exactly which set of benefits would, matter a lot, and I think around the time we decided to do this thing I was telling Matei, “Hey,” it just happened to be there's a particular week that I was coding nonstopSwyx [00:06:00]: from the moment I woke up to, like, the moment I went to bed, I was, like, looking at my Claude sessions, my Codex sessions. And one of the things that was particularly annoying was having to keep my laptop open.Swyx [00:06:12]: I was driving to a doctor's appointment, and I remember because I wanted to make sure the whole thing continues working.Matei Zaharia [00:06:18]: But by the way, it's so comforting to hear you say that because I'm like, “I don't know if I'm a clown and I'm doing this or like.”Swyx [00:06:25]: Yeah. Like honestly, I was driving and I was tethering my laptop to my phone.Matei Zaharia [00:06:29]: huh.Swyx [00:06:29]: Keeping it on the side. Whenever I hit a red light, I started looking at what's going on my laptop.Matei Zaharia [00:06:35]: Yeah.Swyx [00:06:35]: And I just felt that was ridiculous.Matei Zaharia [00:06:37]: Yeah.Swyx [00:06:37]: It felt like we went back to the dark agesMatei Zaharia [00:06:39]: YeahSwyx [00:06:40]: programming. the productivity you gain from all this coding age is amazing, but, yeah.Matei Zaharia [00:06:45]: Have you heard of cloud?Swyx [00:06:47]: Yeah.Swyx [00:06:48]: It was crazy to me.Matei Zaharia [00:06:49]: Oh, the thing you were working on was the sandboxes or was this before that?Swyx [00:06:52]: It was a sandbox.Matei Zaharia [00:06:53]: Okay.Swyx [00:06:54]: I was workMatei Zaharia [00:06:54]: So you were inSwyx [00:06:55]: So I was approaching from a very different angle. I wanted to, “Hey, we're gonna have cloud sandboxes that doesn't shut down. You can get one very quickly,” but not just for running agentic sessions.Matei Zaharia [00:07:06]: Yeah.Swyx [00:07:06]: It's also for running development. So I was personally building that week, and through building that, I ran into all these issues, and then I wroteMatei Zaharia [00:07:15]: YeahSwyx [00:07:15]: a document for Matei, it's like, “Here's my wish list of what the actual environment should do.” And I think he ended up almost implementingMatei Zaharia [00:07:22]: YeahSwyx [00:07:22]: every single one of them.Matei Zaharia [00:07:23]: Yeah, I remember Reynolds saying, ‘cause my first prototype of this had just chats with your agent and he said, “I have to be able to open a shell, like my own shell and like list files and like tail them and stuff.” SoSwyx [00:07:36]: So SSH into a mainframe.Matei Zaharia [00:07:37]: Yeah. it has that now.Swyx [00:07:39]: Tailing my log.Matei Zaharia [00:07:40]: Yeah.Matei Zaharia [00:07:41]: Yeah.Swyx [00:07:41]: And also another thing I think I asked was, I had. I still use cursor for the sole purpose of rendering markdown files.Matei Zaharia [00:07:48]: huh. Yes.Swyx [00:07:49]: So I said, “If you just give me a way to see my markdown files and renderMatei Zaharia [00:07:53]: YeahSwyx [00:07:53]: them properly, I don't need a separate tool anymore.”Matei Zaharia [00:07:55]: Yeah.Swyx [00:07:56]: And I think you also built that in.Matei Zaharia [00:07:57]: Yeah, we, yeah, we did that, yeah. Yeah, we had a lot of engineers building, their own vibe coding setup. But then the other thing they all said is like, “Hey, I built something that's amazing for me, but, like, no one else on the team can use it ‘cause I don't have a server to collaborate.” And this is why we tried to set up, Omnigent, so you can have a server and have the security, set up in there. So, like log in with Google or whatever and, like securely share stuff. which. And that's where we've seen a lot of other agents like hit things. Like people think they prototyped an awesome agent, but it's not allowed to connect to like some really important data or whatever because of the security team.Omnigent Architecture, Open Source, and Common APIsSwyx [00:08:38]: Yeah.Matei Zaharia [00:08:38]: So yeah.Swyx [00:08:39]: Yeah. At this point, so for those watching along on YouTube, we're gonna putting up a image of the structure here, and we can talk a little bit of the architecture. I think I just want to have people understand, ‘cause like when we're talking about software, it can be very abstract and like here is what we're talking about. You've worked out in open source this entire platform and there's a runner component and server component with a uniform API that you've, you've figured out. any other element and obviously you can plug in all this, persistence layers and compute layers. This is a whole cloud. It's an agent cloud.Matei Zaharia [00:09:12]: Yeah. It's, it's got these components to work with it. The, a lot of the action happens like on the machine where you deploy your agent too. So whatever you've got on there, you can run. But yeah, it's, I think it's the minimal thing you want to have hosted, like collaborative agents and to have that server. And one of the reasons we open sourced it is, anyone building agents, this gives them an app they can start with and customize, which we were seeing in Databricks too. Like someone would make a nice, agent app and then other teams would ask, “Oh, can I just use yours for my agent?”Swyx [00:09:45]: Yeah, I think we had like five or six different agentic frameworksMatei Zaharia [00:09:48]: YeahSwyx [00:09:48]: built by every different team. They do all do more or less the same thing. Yeah, you need to. people wanna take something that works in Forkit, and you might as well have something open source. Yeah, which also was another question, which is interesting for Databricks. Like what do you choose to open source? What do you choose to make it proprietary? It's in. this goes back to Spark, right?Matei Zaharia [00:10:05]: Yeah.Matei Zaharia [00:10:06]: One, so one of the reasons to open source something is if you think it's a layer that will there'll be some network effect, it'll benefit from many, people collaborating, on it. So, for example, with Spark, I don't know if when Spark came out, we also focused a lot on letting you have libraries on top. So like there used to be differentSwyx [00:10:28]: EcosystemMatei Zaharia [00:10:28]: distributed computing engines for like machine learning and graph computation. We said they should all be libraries that you can compose. And we made it super easy to add connectors to data sources too. And then we benefit because, we don't have the time to write like connectors to like, 1,000 like different databases and file formats, but we can just use the ones people make, and of course they benefit from joining, this thing. So that's like one of these as it. Another way to think about it is like imagine, we our thing wasn't open. We had some agent hosting thing, but it's not open and then there is an open one. if you're. Which one's gonna win in the long run? So like here, because there is this benefit from like people writing integrations, it'll be, it'll be that. And then there are other things that like you just can't, even deliver as open source that are things the company does. Like for example, how do you make sure you're like streaming, jobs or your Lakebase database doesn't like, lose all your data at night? Well, that requires an operational team that's gonna sit there. There's no way it has to be a service. So like we wanna make sure as a company we're really good at those infra services and then we're as open as we can in terms of like what you build on top.Swyx [00:11:42]: speaking from a benefits, I think we are already seeing pull requestsMatei Zaharia [00:11:45]: YeahSwyx [00:11:45]: of all kinds of ecosystem integration, even though it was only released on Saturday.Matei Zaharia [00:11:50]: Yeah, Saturday. Yeah. So someoneSwyx [00:11:51]: Let's see, let's see what's going on. Yeah, you can look at the merge ones. I asked Sam Nigon this morning aboutMatei Zaharia [00:11:59]: 400 merge already?Matei Zaharia [00:12:00]: Yeah. I think Recent quite, I would guess around half are not from our team. but for example, someone added support for running it on Kubernetesrnetes. people added, many cloud sandboxes, so this can launch a cloud sandbox and run your agent in there, which is great for sharing too, ‘cause it's not, like, on your laptop and someone's, like, running scary code on there. so yeah, many startups have put those in, and, we expect to see more of them. We also have more agent harnesses already. Cursor, CLI, and Antigravity also.The Modern Data Stack and the Emerging AI StackMatei Zaharia [00:12:34]: Yeah. That's all, beautiful. And I, I feel like the last time this happens, there was the rise of the modern data stack.Matei Zaharia [00:12:42]: I don't know if it's that useful. I'm, I'm curious in your postmortem.Matei Zaharia [00:12:46]: I think most peopleSwyx [00:12:47]: AgreeMatei Zaharia [00:12:47]: will agree that it is finally dead. but maybe this arises to a new modern AI stack that, like, does the same thing.Matei Zaharia [00:12:52]: I don't know.Reynold Xin [00:12:54]: I think the modern data stack was a pretty useful thing, probably even up until this day. I think what, maybe for the audience who don't understand the history, I think the modern data stack is effectively decomposed into you need a layer to ingest the data in, you need a layer to transform your data, and then all of this are run, and then you need a layer to maybe visualize your data. And all of this runs on some data warehouse, or later on, as we're doing data warehouse or lakehouse.Reynold Xin [00:13:21]: I think that concepts are all very powerful and very useful. They enable a lot of workloads. What people eventually run into is a question of unification and consolidation is, hey, do you really need to chop all this into different pieces and work with so many different vendors and platforms in order to get, like, a very simple visualization done, right? So I think, like, over time, everybody started realizing that customers are pushing us. We started, we can realize that, so we started building more and more capabilities and trying to consolidate. And at the end of the day now, customers don't have to worry about having me hook up five different systems in orderMatei Zaharia [00:13:55]: YeahReynold Xin [00:13:55]: produce a chart. But the. I think, honestly, something like this is probably happening, in how many different frameworks do you want to hook up together in order to produce, like do a very simple agent.Matei Zaharia [00:14:06]: Just to be clear, I would say the core of this is this common API on top of all the harnesses. So the API is like, you've got an agent session, and you can send in a message or, like, a file. That's what you can send in, and then you get out, these streams as it's streaming text or as it's doing tool calls. And, or the other thing you can send in is you can, like, tell it to cancel a turn. So that's the API. Now, the thing we did is we could get you that on top of, like, cloud code running in a terminal, Codex, Py, OpenAI SDK, all that stuff. We map them all to that same interface. So that is something that you'd have to maintain yourself if you built your own, like, agent orchestrator, and then whenever cloud changes its API, you gotta, tweak your thing or it's gonna lose some messages. So that's the thing that's valuable to maintain. Then on top of that, like, we built a few apps. I think we built a pretty cool UI and stuff, but that's, And we built a security and control piece, which I'm excited about. But it's that common interface, so we don't. We. That doesn't try to be a stack. And in fact, you could plug in your own UI on top of this, server. That, and that's one of the use cases we care a lot about, ‘cause we want to use this in our own products.Compute, Sandboxes, and Databricks ScaleSwyx [00:15:20]: Yeah. It should be everywhere.Matei Zaharia [00:15:22]: Yeah.Swyx [00:15:22]: I think one of those things that is really interesting to me is, like, well, first of all, I'll, I'll endeavor to do everything and not call it the modern AI stack because like it needs a different name.Matei Zaharia [00:15:32]: Yeah.Swyx [00:15:32]: But like, yes, like, so one of the first people that told me about compute, sandboxing was Nikita from Neon.Swyx [00:15:39]: Because a lot of people think about Neon as like, well, it's serverless Postgres with, like, the separation of compute and storage and, instant branching and all those things. But every database company is also a compute company.Matei Zaharia [00:15:51]: Yeah. Yeah.Swyx [00:15:52]: And so he was showing to me his whole, his sandboxing solution. I don't think he have ever launched it.Matei Zaharia [00:15:57]: So our sandbox solution, the reason we could build it so quickly was because we realized if you just take the actual Lakebase architectureSwyx [00:16:05]: YeahMatei Zaharia [00:16:05]: and remove the database from it, by the coming from NeonSwyx [00:16:08]: Exactly, rightMatei Zaharia [00:16:09]: you have this sandboxSwyx [00:16:09]: Every database company has it already, yeah.Matei Zaharia [00:16:11]: Now, there are some differences. For example, in the one to support this particular workflow, it's important to have local persistence,Swyx [00:16:19]: YeahMatei Zaharia [00:16:19]: because you want your state to persist. Your libraries, you don't have to install your library every time, right?Matei Zaharia [00:16:24]: whereas the Neon architecture, because of the separation of storage from compute, you don't need persistent local disk.Swyx [00:16:30]: Yeah.Matei Zaharia [00:16:30]: So there's some differences.Swyx [00:16:32]: Yeah.Matei Zaharia [00:16:32]: But the, at the end of the day, yeah, it's, Yeah, so this is when you run, like, a coding sandbox. Like, if I use it, yeah, we have the dev env internally at Databricks. There's, like, many, like, tens of gigabytes of data just for, like, all the source code and, like, artifacts and stuff that I built, and I want that to come back next time, so.Matei Zaharia [00:16:51]: Yeah.Matei Zaharia [00:16:51]: But yeah.Matei Zaharia [00:16:52]: Before the show, we was talking about some statistics that might be surprising at the adoption.Matei Zaharia [00:16:56]: It could be internal, it could be external, whatever comes to mind, just to impress people the scale this is happening.Swyx [00:17:02]: So we, on the analytics side, I think we launchedReynold Xin [00:17:06]: Maybe 50 or 60 million virtual machines a day across all three clouds, so we're one of the biggest compute orchestrators out there.Reynold Xin [00:17:13]: Stuff for sure for CPU compute.Swyx [00:17:14]: Yeah.Matei Zaharia [00:17:14]: Yeah.Reynold Xin [00:17:15]: the. And all of this process, I think exabytes of data, I joked about depending on which time zone you are, typically before you have breakfast, Databricks would have processed exabytes of data already on that day. and on Neon, it's pretty interesting, too. It's launching, I think, 13 million databasesSwyx [00:17:34]: YeahReynold Xin [00:17:34]: a day now.Swyx [00:17:35]: Yeah, to me that was, like, aReynold Xin [00:17:36]: And that's just likeSwyx [00:17:37]: Like, what do you mean?Matei Zaharia [00:17:38]: Yeah. And that's the point.Reynold Xin [00:17:40]: And a lot of those were thanks to agent- agents and branching experimentationSwyx [00:17:44]: YeahReynold Xin [00:17:44]: because we made it so easy and so quickly, and thanks a lot to Nikita's team, to launch databases. It's, the. So it's changing the way people use databases.Swyx [00:17:54]: Yeah. Okay, we're gonna go into more database talk in a bit, but I wanna make sure we close up anything on Omnigentt. you mentioned, you were excited about the securityOmnigent Security, Contextual Policies, and Spend ControlsSwyx [00:18:03]: control side.Matei Zaharia [00:18:04]: Yeah.Swyx [00:18:04]: a lot of companies are figuring that out right now, as well as the spend side.Matei Zaharia [00:18:08]: Yep.Swyx [00:18:09]: what have you found there?Matei Zaharia [00:18:11]: Yeah, so I spent quite a bit of time talking to internal users, developers, security team, managers, and also lots of customers, and there's a few things. Like, first of all, one thing, that immediately was. became obvious is for security, there's this tension between, like, usability and security. And, the way people do. Like, a lot of coding agents today have very basic things like you can tell me which tool patterns I'll allow or disallow or whatever. It's like yes or no. But that puts you in a very tough spot. So just as an example, like, should my agent be able to read, some confidential documents, or let's say, should it be able to install new packages from npm, which, maybe it's compromised. Yes or no? Like, maybe I wanna allow it. Should my agent be able to publish stuff to the company website? Well, if I'm using it to code on the website, yes. But should it be able to do both, so it can, like grab a confidential document and be prompt injected and leak it? Probably not. So the thing we decided we need is stateful or what we call contextual policies where you keep track of the state of that session. It's not like is it allowed to push to the marketing site or not, but, like, hey, if it did a risky thing, like it installed, a old package from npm, or it read, like, 1,000 confidential docs, then no. Then don't, don't do it. Otherwise, maybe it's okay. That's one example of, like, moving that trade-off so it's both more secure and more useful by having a more powerful engine, essentially. This requires tracking sessions. The other piece that was interesting there is, like, there are these very level events it's doing, and you want some libraries on top that parse them. Like, for example, we have a, MCP server on Google Drive internally. It's got 60 API calls. like, how do I know which of those, like, will share a document with stuff on the internet and which ones won't? It's, it's annoying. So we designed in Omnigentt the policy layer so that it's functions and you can have libraries. Like, someone can make something that maps the level events to high-level ones, and then you write a policy about the high-level things that came out. so and thatSwyx [00:20:25]: This is related to the Panther,Matei Zaharia [00:20:27]: Yeah, Panther is. will help with that. PantherSwyx [00:20:30]: YeahMatei Zaharia [00:20:30]: a similar idea on the event processing side, and it's Python-based versus a weird custom language. this is more, as in realSwyx [00:20:39]: I didn't even know we were good yeah.Matei Zaharia [00:20:41]: Those things are happening, yeah.Swyx [00:20:42]: Yeah.Matei Zaharia [00:20:42]: So yeah, but these are the cool things. I think the contextual or stateful part, and then the way it can be libraries, and that was another reason to make it open source because others will write libraries and, like, we and our customers can use them. And the final thing, because it's stateful, one of the states we track is how much you spent in that session. So I can. I've had, like, I ask an agent to debug something, and it spent $500 because it decided to read a lot of log files and burn a lot of tokens. but I can literally say, “Okay, launch a agent to do this and cap it to spending $5.” Like, ask me for permission if it needs more. And because we're counting that within that session, it'll pop up and tell me, “Okay, you spent five, $5. Do you wanna go on?”Reynold Xin [00:21:27]: So important context here. Matei spent the last five years, a lot of his time was architecting Unity Catalog at DatabricksMatei Zaharia [00:21:34]: YeahReynold Xin [00:21:34]: which is the governance layer for data.Matei Zaharia [00:21:35]: That's right, yeah.Reynold Xin [00:21:36]: And he's combining expertise at that layer together with all the AI governance he knows.Matei Zaharia [00:21:41]: Yeah.Swyx [00:21:41]: DoMatei Zaharia [00:21:41]: But I also spent a lot of time being annoyed by coding agents and getting prompts.Matei Zaharia [00:21:46]: And also as theReynold Xin [00:21:48]: All the aboveMatei Zaharia [00:21:48]: I don't want to end up on the front page as, like, I installed some weird npm package and leakedSwyx [00:21:53]: YeahMatei Zaharia [00:21:53]: all the code, so I'm especially paranoid. But also I have very little time, so I don't want to sit there approving, like, do you want to run a 20-line, bash script, yes or no? so that's why I spend a lot of time figuring out, like, how can I make it as safe as possible and not annoying?Swyx [00:22:10]: Yeah. Is safety and mmm, let's call it security a bigger concern than token maxing or token budgets? which one is, likeMatei Zaharia [00:22:19]: Oh, yeah, they're both there. I don't know. I guess it depends on the type of company you are. So I think, some companies, like, the budget is, limited and, they really care about thatSwyx [00:22:34]: you can be Uber and still be concerned?Matei Zaharia [00:22:36]: Yeah. Oh, yeah, totally. Yeah. If you haveReynold Xin [00:22:38]: for us, securityMatei Zaharia [00:22:39]: YeahReynold Xin [00:22:40]: super paramount.Matei Zaharia [00:22:40]: For us, security is absolutely critical as a, cloud provider. It's, it's the most important thing, and, token maxing, we're not so worried about it yet, but I've seen the Like, for example, I talked to some consulting companies. They have, like, 100,000 employees who are all coding for customers. If those each spend, like, an extra $1,000 a month, that's, that's not fun.Swyx [00:23:04]: YeahMatei Zaharia [00:23:04]: we have, like, only a few thousand engineers.Swyx [00:23:06]: What's the policy in Databricks? Is it just unlimited or what'Matei Zaharia [00:23:08]: It's, it's unlimited, but we do. we use our own product to, like, analyze the traces and stuff, and we have a team that'looking to optimize and to see if anyone's doing something weird. And, we had some really cool insights just from analyzing current traces, like whichSwyx [00:23:24]: YeahMatei Zaharia [00:23:25]: models are better at, say, Rust versus like TypeScript or whatever. So yeah, at least in our code base.Swyx [00:23:31]: Yeah. Amazing. Obviously, I have to ask the token question, obviously.Matei Zaharia [00:23:34]: Yeah.Swyx [00:23:34]: I think it'sReynold Xin [00:23:34]: YeahSwyx [00:23:34]: it's a key thing. But yes, security and control above that, and figuring out a sane layer there you can have some autonomy, but, not too much.Matei Zaharia [00:23:43]: Yeah. Yeah, and we wanna make it super easy. As a engineer, you should set a thing. So in Omnigentt, you can ask your agent, “Set a policy on yourself to do this.” So it can likeSwyx [00:23:52]: But if there's something I should be showingMatei Zaharia [00:23:53]: YeahSwyx [00:23:53]: I don't, I don't see it on the GitHub, but,Matei Zaharia [00:23:55]: Oh, yeahSwyx [00:23:56]: there's justMatei Zaharia [00:23:56]: Well, in the docs there's something.Swyx [00:23:57]: Yeah, this is it.Matei Zaharia [00:23:58]: You can look at it later.Swyx [00:23:59]: Okay. Yeah.Matei Zaharia [00:23:59]: Just look in the docsSwyx [00:24:00]: YeahMatei Zaharia [00:24:00]: contextual policies if you wanna see.Swyx [00:24:04]: I just like to point peopleMatei Zaharia [00:24:05]: look at the built-in policies.Swyx [00:24:06]: Yeah.Reynold Xin [00:24:06]: Yeah.Swyx [00:24:06]: If you want to, follow up on this is exactly where to look, right?Reynold Xin [00:24:10]: Yeah.Matei Zaharia [00:24:10]: Yeah. yeah, and the story of these is, like, I just wrote, like, I wrote a doc with like 10 ideas for things before as you were working on them. Well, that was, like, my wish list of things people asked, and I told the team, like, “Hey, can you do like at least five of these for the launch?” And then they just got back with all of them, so.Swyx [00:24:29]: Oh, wow.Matei Zaharia [00:24:29]: so you can come up with more, but them- some of them are just meant to be examples. really you can intercept, like, any event the agent is making, and you can then either block or force it to ask the user or, like, allow, and you can update state to keepSwyx [00:24:45]: YeahMatei Zaharia [00:24:45]: track stuff.Swyx [00:24:46]: Yeah, ‘cause ultimately you're, I think of you as, like, a systems designer.Swyx [00:24:50]: You let people plug in, right? That's the wholeMatei Zaharia [00:24:51]: YeahSwyx [00:24:52]: modus operandi of what you do.Matei Zaharia [00:24:53]: Yeah.Swyx [00:24:54]: It's likeMatei Zaharia [00:24:54]: And we care a lot about also composab- like, can someone else write a library that others use, whichSwyx [00:24:59]: YeahMatei Zaharia [00:24:59]: this is meant to.Reynold Xin [00:25:00]: There's also a batteries included philosophy hereMatei Zaharia [00:25:03]: YesReynold Xin [00:25:03]: probably very similar to how you did Spark, which is you could just start using.Swyx [00:25:06]: Yeah.Matei Zaharia [00:25:06]: Yeah, that's right. It has to be good out of the box at certain things, and then you can build your own things on top that, like, we don't wanna do. But in Spark, if you just wanna like, I don't know, like read a table or do, like, a aggregation, it should be awesome at that out of the box.Building on Omnigent: Contributions, Startups, and AnalyticsSwyx [00:25:23]: Yeah. People wanna catch up on Omnigentt, they should watch your keynote.Swyx [00:25:26]: they should go through the GitHub and the docs. If they wanted to contribute, or they want to build on this ecosystem what would you call out as the most high-leverage places get involved?Matei Zaharia [00:25:36]: Yeah, do get involved in the Discord and in GitHub. Our team is there, is monitoring, and, some of the things people ask for we just built ourselves. Some of them, we're, we're collaborating with them to build it. and also tell us, likeSwyx [00:25:49]: Yeah, they're gonna be veryMatei Zaharia [00:25:49]: how you would like to use it because I think especially for developers, like, everyone wants it to work their own way, and a really good developer tool, like you have to hear the feedback on all the ways and figure out the abstractions and how to let people customize. So we'd love to hear, like, if you think, “Hey, I, I don't want it to work this way,” tell us. We really just wanna get that compatibility layer across agents and then let you do stuff on top.Swyx [00:26:14]: Yeah. is there any, in terms of like the startup side, I'm, I'm a founder.Swyx [00:26:18]: I wantMatei Zaharia [00:26:18]: YeahSwyx [00:26:18]: I see an opportunity, I wanna get in front of you. What's your request for, like, a startup that, like, I wish someoneMatei Zaharia [00:26:23]: Oh, like you wanna integrate with us?Swyx [00:26:24]: someone was working on this.Matei Zaharia [00:26:26]: Oh, for a startup?Swyx [00:26:27]: Yeah.Swyx [00:26:28]: Like, your, you got your own startup. It's doing well.Matei Zaharia [00:26:30]: Yeah.Swyx [00:26:30]: But like, if you weren't working on your own startup, what is, like, obvious that you should You advise many startups too, obviously.Matei Zaharia [00:26:37]: I do think, just as a company with a lot of engineers, like anything that helps me make sense of how people are usingSwyx [00:26:46]: SpendMatei Zaharia [00:26:46]: coding agents and,Swyx [00:26:48]: Yeah. AnalyticsMatei Zaharia [00:26:48]: spend, but also quality or like you should write, you should add this skill, or you should write this thing, or your agents are really horrible at tasks involving this service, so I go spend time. That would be nice. yeah.Swyx [00:27:00]: Yeah. The closest I've found is, this team, GitAI.Matei Zaharia [00:27:03]: Oh, cool. Yeah.Swyx [00:27:04]: They started with, like, we will just do, code and human attribution, but they're building the analytics layer on top of that.Matei Zaharia [00:27:12]: Yeah.Swyx [00:27:12]: I do think, like, there are a bunch of, like, artificial analysis is obviously,Matei Zaharia [00:27:18]: Yeah, they have their benchmarksSwyx [00:27:18]: doing super wellMatei Zaharia [00:27:19]: YeahSwyx [00:27:19]: with their stuff. so there's, there will be people. I think this is like the domain of consultants first, but then peopleMatei Zaharia [00:27:26]: YeahSwyx [00:27:26]: will build software that, let's say, it's kinda like the management planeMatei Zaharia [00:27:29]: YeahSwyx [00:27:30]: for coding agents.Matei Zaharia [00:27:30]: Yeah, I think there'll be a lot of insights there. You have it in other areas.Swyx [00:27:34]: Okay. Well, and then the other, big thing is your dream engine.LTAP: Lake Transactional/Analytical ProcessingSwyx [00:27:39]: maybe you wanna tell the story of, LTAP.Reynold Xin [00:27:45]: So, and background with. I'm, I'm gonna make people listen to our Ankur Goyal episode where we talked about SingleStore, HTAPMatei Zaharia [00:27:52]: YeahReynold Xin [00:27:52]: and all that history.Matei Zaharia [00:27:52]: Yeah. The LTAP idea is pretty simple. so if people have heard of the, Ankur's, talk about HTAP, it's effectively the world of databases. Sorry, there's like maybe a lot of context needs to be injected here. The world of databasesSwyx [00:28:06]: I am happy to be the database podcast that I'm forcing people to, like, learn your databases, guys.Swyx [00:28:11]: You cannot vibe code with just markdown files.Reynold Xin [00:28:13]: Yeah.Swyx [00:28:13]: Like,Reynold Xin [00:28:14]: It's one of the most important fundamental systems technologies out there. But the world of database effectively split into roughly two halves. There's what we call OLTP databases, which are transactional, and think of your Postgres, your MySQL, your Oracle databases, and the other side is what we call analytics, and sometime might refer to term OLAP. And the difference is on OLTP, you typically have maybe run some transaction on some event that looks up at one specific row. We update that row, right? It's a very oriented data structure. And on analytics, you're trying to reason on the data. You're trying to compute, “Hey, what's my revenue per store? What's my. How's my website doing every day?” And then you, eventually want to probably end up running anal- machine learning on it to predict, “Hey, how will my maybe sales be going in the future?” they are so very different architecture, and everybody start with OLTP databases. Every app, when you become serious enough, that needs more than markdown files, you need to have a database. You want to lose your data, you want to have some transactional consistency. But once you want to reason on the data, if you only have like- A hundred rows, it's probably okay to run it on your Postgres or your own, your MySQL database. But once you have more data and want to run more complicated analysis, the very analysis might crush your Postgres database. So you start doing, getting data out of the OLTP databaseSwyx [00:29:35]: Replication.Reynold Xin [00:29:36]: Replicate them into the analytic systems and just startSwyx [00:29:39]: Yeah, which for people, Elasticsearch is, like, aReynold Xin [00:29:42]: Yeah. So some of them get into Elasticsearch for, like, blocked analysis. A lot of our customers obviously get into Databricks to run more sophisticated things.Swyx [00:29:51]: Yeah.Reynold Xin [00:29:51]: And there's this term called CDC, whichMatei Zaharia [00:29:54]: Change data captureReynold Xin [00:29:55]: change data capture. and what it does, it reads the binlog of the database, and if you don't understand what binlog is, it's fine. The, but it's a little delta of the data, and it reconstructs based on the delta, the state of the database, on the analytics side. But CDC is, like, a very painful thing. It's how standard in the industry, everybody uses it, but, it ends up being. I think many data engineers ends up being waken up at, like, 3:00 a.m, because there's some pipeline thing.Swyx [00:30:22]: my explanation is, like, Airbyte is like a, became a $5 billion company just doing CDC.Reynold Xin [00:30:27]: Yeah, exactly.Reynold Xin [00:30:28]: CDC is, like, a veryMatei Zaharia [00:30:30]: It's hard.Reynold Xin [00:30:30]: It's one of the most boring but one of the most fundamental operations, like, powering modern society.Matei Zaharia [00:30:37]: huh.Reynold Xin [00:30:37]: But it's so brittle that, we joke that it's, should be called continuous data corruption, because you might change your schema on your OLTP database, and then the CDC pipeline fails to handleSwyx [00:30:48]: YeahReynold Xin [00:30:48]: the schema change.Swyx [00:30:49]: Yeah.Reynold Xin [00:30:49]: And then everything goes out.Swyx [00:30:51]: And there's all sorts of tricks that you can do, like, you add in, like, some versioning or whatever, but yeah.Reynold Xin [00:30:55]: Yeah, but it's a very, in general, very complicated. Like, I think at my keynote, I asked the audience put up their hand if they love their CDC pipeline. Only, like, maybe two people put it up. So if single store, like, about maybe a decade ago, I think the industry had this idea, hey, what if I built a single database that can handle both workloads? Now I don't.Swyx [00:31:12]: Which, like, by the way, every database person ever has ever always dreamed about this.Reynold Xin [00:31:15]: Yes. Yes.Reynold Xin [00:31:16]: This is the holy grail of database engineering is why not build a single system that can do both of this? But it ends up just being a lot of compromises. one, I think one of the first issue is that, hey, each. they say Postgres has a massive ecosystem, right? You want to be using the tools that's built for Postgres. And Spark, for example, had a massive ecosystem. There's a lot of libraries you want to use. If you were to create now a new thing, you don't have a ecosystem. You tend to create a new, smaller proprietary API, and you're lacking both, and it's also very difficult to make it performance-wise to be, comparable on either side. So it ends up being sucking on both. And our whole idea of LTAP, it's obviously a wordplay on the term HTAP, is that we think this is HTAP done right. HTAP wants to build a single engine for both. We think you can get 99% of what you need by unifying the storage, and just have a single storage layer. And once you have the single storage layer, if your Postgres databases are writing data in a column-oriented format, everything analytics can just go read that data directly without any delay, right? There's no pipeline in between, so all the data will immediately be available for reasoning analytics. I think I was telling some customers earlier, hey, when we talked about this is gonna be super useful for agents, I at first didn't really believe in it myself, even though we wrote that positioning.Lakebase, Agents, and Live Operational DataMatei Zaharia [00:32:39]: Yeah.Reynold Xin [00:32:40]: But then last night I was having dinner with a Australian customer, and they told me, “Oh, hey, one of the big issue we have is we have all these logs from our services, and we see SLA dips and want to investigate. But then there's no way for those agents to even understand what's going on in the actual databases themselves. All we see is just, like, product telemetry of the database and the services.” It would make those agents 10 times more powerful if understand, for example, who's placing those orders, what is happening, what exactly are they doing. So now I'm sold on our own message.Swyx [00:33:13]: Yeah.Reynold Xin [00:33:14]: I think it's really. It gets you the almost all of the benefits of the HTAP holy grail, which is, hey, make the data available immediately for reasoning analyticsSwyx [00:33:26]: Yeah, I think,Reynold Xin [00:33:27]: without compromiseSwyx [00:33:28]: in the way that humans are generally intelligent and want to have the ability and access to query anythingReynold Xin [00:33:34]: YeahSwyx [00:33:35]: while they do the work, they also need history and need context.Swyx [00:33:38]: And, like, where else does they get context? That's it's an analytical workload.Reynold Xin [00:33:41]: Exactly.Matei Zaharia [00:33:42]: Yeah. Yeah. And I remember when we had incidents with our databases and engineers said, “Well, I can't just run a giant query on it to see what's going on because that's gonna bring down the database and hoard it even more.” Like, that's the stuff that this gets rid of, because you spin up a whole separate fleet of machines that's doing the analytics. You're not overloading, like, the main databaseReynold Xin [00:34:02]: RightMatei Zaharia [00:34:02]: that's still trying to serve stuff.Reynold Xin [00:34:04]: Yeah.Matei Zaharia [00:34:04]: Yeah.Why LTAP Works Now: Parquet, Postgres, and LakebaseSwyx [00:34:05]: So this has been a dream for a while. what had to get done in order to get to today? Like,Reynold Xin [00:34:11]: Yeah.Swyx [00:34:11]: I feel like, you have announced variants of this several times, but it wasn't as clear as LTAP.Reynold Xin [00:34:18]: Yeah.Swyx [00:34:18]: I think LTAP is like Like, okay, we've got it, guys.Matei Zaharia [00:34:21]: This thing, yeah.Reynold Xin [00:34:21]: I was talking to somebody at Meta, and then he was asking me, “Hey, what's the catch? Why is it possible now?” And I think the reality is we took a lot of time to work on the Lakebase architecture. obviously a lot of it came from the Neon team, which is a separation of storage from compute. And it turned out it was just a tiny little step away going from that to this LTAP idea, which is, hey, we just. in the Neon architecture and in Lakebase architecture, we're writing data in oriented format to the open data lake, but in there we're writing in Postgres pages. Ali and I were spending a lot of time debating, hey, can we just change that to write in column-oriented format? And we're just debating, and one day, one of our engineers who's, like, super smart came in, he's like, “Hey, I just prototyped it. It works.”Swyx [00:35:07]: Wait, it's, prototype what?Reynold Xin [00:35:09]: Prototype, instead of storing the data in the data lake in the oriented formatSwyx [00:35:15]: ColumnReynold Xin [00:35:15]: like Postgres pagesSwyx [00:35:15]: YeahReynold Xin [00:35:16]: write them in Parquet.Swyx [00:35:17]: Yeah.Reynold Xin [00:35:18]: and he just made the observation that, hey, our storage fleet has a lot of extra idle CPUs And we could use those CPUs to do the transcoding from row to column, where row is good for OLTP, but column is good for analytics. so let's do that transcoding at that time. And as a matter of fact, once you transcode the data compresses better. So from those services writing to, for example, S3 or other data lake, like object stores, you can write them faster ‘cause now they are now smaller.Matei Zaharia [00:35:49]: Yeah.Reynold Xin [00:35:49]: So there's no overhead, it's no compromise in performanceMatei Zaharia [00:35:52]: Some CPU overhead.Swyx [00:35:54]: Yeah, because,Matei Zaharia [00:35:55]: YeahSwyx [00:35:55]: we had extra CPUs anyway.Matei Zaharia [00:35:56]: We had that fleet anyway, yeah.Swyx [00:35:57]: so the debate ended. it's one of the classics of, tech, issue of a lot of debate, but then somebody went ahead and just tried to prototype it and it worked.Matei Zaharia [00:36:06]: But, like, something this strategicSwyx [00:36:07]: That's rightMatei Zaharia [00:36:07]: and important to the company, I expect there to be, like, a kickoff thing, like a design doc. Nothing like that.Swyx [00:36:13]: Nothing like that.Swyx [00:36:14]: He just. We were debating in many meetingsMatei Zaharia [00:36:17]: Yeah.Swyx [00:36:17]: and then we're just debating whether it's possible or not from first principle.Matei Zaharia [00:36:20]: YeahSwyx [00:36:20]: and then, somebody just did it.Matei Zaharia [00:36:23]: Yeah, if you set yourself up so people do that'll be great. And that happened a bit with Omnigentt too. I think if I just had a doc on, like, we can make these together, everyone would, would think, “Oh, what about this? What about this?” But then you. if you try it out, it helps. And then if you have real users and they bash it and, like, it's still working, or in this case, if you have the workload, what the workload looks like, you can just test the same pattern then.Databricks' Culture of Fast PrototypingSwyx [00:36:47]: Yeah.Matei Zaharia [00:36:47]: Yeah.Swyx [00:36:47]: Tech aside, which is very cool, this is, like, the most important thing, the culture of innovation, and you don't have to ask my permission, you don't have like, do a whole form- formal process, just do it?Matei Zaharia [00:36:59]: Well, especially these days, I think withSwyx [00:37:01]: YeahMatei Zaharia [00:37:01]: AI, it's easier to buildSwyx [00:37:02]: But so, likeMatei Zaharia [00:37:03]: a prototypeSwyx [00:37:03]: I think you are very I made a lot of suite of, like, large companies and, like, I think that at scale, things slow down, and I'm sure you felt it already, but somehow you have this core of people that, like, are exempt. How? I think we hire and we work with really good people, and that's a very important part of it, and empowering them, but also spending a lot of time, maybe us in the trenches matter a lot also.Matei Zaharia [00:37:28]: Yeah, I think, I think first, people can adapt to being in the larger company, so that helps. And we wanna make sure they know that they can try stuff and settle debates and have a lot of examples of how it was done before, or launch a thing in beta or whatever. and then the other thing I do think as a company, like despite the size, we don't launch that many, like, products. We try to keep it pretty coherent. That's, that was the whole, like, theory of the company, was like instead of having, like, 20 Amazon services you need to set up, like a analytics and machine learning stack, you just have one, and it's, like, the same API, the same semantics across all of them, the same copy of the data. So that requires, like, unification. And then we added one more thing at a time. Like, we added storage with Delta Lake. We didn't used to do any storage. Then we added SQL, we added, machine learning platform stuff. So, but yeah, don't, don't do too many, but do those things well and, that also helps, it helps keep it manageable.Reynold Xin [00:38:33]: Yeah. The other thing we encourage a lot is instead of building, boil the ocean for everything, let's figure out how do we do it incrementally, how do we do it very quickly. Like, many of our productsMatei Zaharia [00:38:43]: YeahReynold Xin [00:38:43]: they're built in the span of weeks, and then we go to, hey. Like, usually my first question to whoever team is building is who's the target customer? Who are you working with? Are you on a first-name basis with them? Are you texting with them? I think having that very tight loop,Matei Zaharia [00:38:59]: Can you bring up another launch that comes to mind when, in this thing? I just want to give examples.Reynold Xin [00:39:04]: Omnigentt itself happened that way.Reynold Xin [00:39:05]: Yeah.Matei Zaharia [00:39:06]: Who's the customer? That's a good oneReynold Xin [00:39:34]: storage layer we did. we had, our largest customer at the time said like, “Okay, I need some. I want something in the cloud ‘cause, I. if the rest of our network is compromised, like this thing needs to be separate to store and query the events.” And then, talked to us, he said, “Okay, this is the rate of events per second. This is, like, the freshness I want. Can you do it?” So that was, like, way larger than any workload we had, and we had our, engineer, working on that, Michael Armbrust, and he worked just to make this work. And once it worked for them, it worked for everyone else. Yeah. This was early in the company, probably like four years in or something.Matei Zaharia [00:40:24]: 20- 2018?Swyx [00:40:26]: Yeah, ‘17, ‘18.Matei Zaharia [00:40:28]: Few companiesSwyx [00:40:28]: Do you have other examples?Matei Zaharia [00:40:30]: there'Swyx [00:40:31]: Maybe you have othersMatei Zaharia [00:40:31]: yeah, Clean Room, which is how you share data in a way without sharingSwyx [00:40:35]: YeahMatei Zaharia [00:40:35]: underlying data, but you allow specific operations. Those were done effectively initially just for two customers. I think the industry has a sense of, hey, maybe if you overfit to, like, one or two customers, it's gonna be really bad for you. But I think the, downside of overfitting is much smaller than the upside itself. And if you try to be too ambitious and boil the ocean, it's a much bigger problem.Swyx [00:40:58]: Yeah. Yeah.Matei Zaharia [00:40:58]: ‘Cause you might end up having no customer.Swyx [00:41:00]: Yeah, that's more, that's the more likely outcome.Matei Zaharia [00:41:02]: Yeah.Tech Companies vs. EnterprisesSwyx [00:41:03]: than you can pivot from there. I do think there is such a thing as a bad customer that sometimes you should fire. Yeah.Matei Zaharia [00:41:08]: They could exist sometimes if you drive. well, one of the challenge I think we probably see, and maybe many AI, so newer generation companies are seeing is, so tech companies are very different from tech companies or traditional enterprises.Swyx [00:41:22]: Yeah.Matei Zaharia [00:41:22]: And, if you optimize everything just for tech companies, you might have various challengesSwyx [00:41:27]: OhMatei Zaharia [00:41:27]: scaling them outside of tech companies.Swyx [00:41:28]: Okay, what likeMatei Zaharia [00:41:30]: YeahSwyx [00:41:30]: what like top three differences that you always think about?Reynold Xin [00:41:33]: Governance is a big oneMatei Zaharia [00:41:34]: I think, yeah, a big one is like, yeah, security, data privacy, governance, all that stuff. So usually if you're building some kinda like B2B or developer tool, like your biggest market is gonna be enterprises, but it's just very different. A company that's existed for like, it's had some form of IT for like 30 years, they have so many legacy systems or they operate in a regulated space. whereas a startup or, even like a, like sorta more recent tech company, all the. everything is new and pristine. So yeah, it's just different, and if you've never worked with enterprises or been in one, you just won't know about it.Reynold Xin [00:42:13]: Yeah.Matei Zaharia [00:42:13]: Yeah.Reynold Xin [00:42:13]: And the procurement process is probably quite different. There's far more stakeholders.Matei Zaharia [00:42:17]: Yeah, that is one. Yeah.Matei Zaharia [00:42:18]: Another piece that's interesting is I think some tech companies, people, will say, “Oh, I can build that myself,” right? I'll just build that myself.Matei Zaharia [00:42:27]: So then you go,Reynold Xin [00:42:28]: I don't think people say that about Databricks, butMatei Zaharia [00:42:31]: yeah, it dependsReynold Xin [00:42:32]: They do.Matei Zaharia [00:42:32]: They do?Matei Zaharia [00:42:32]: Yeah, the. Yeah, and it depends on the teams and things. So, but, on the other hand, like many of the enterprises say, “I don't, I never wanna be in the business of building that.” Like, I don't want my, whatever, I'm a retailer or something, I never wannaReynold Xin [00:42:45]: Yeah, sell clothes,Matei Zaharia [00:42:46]: be down because like some weird like nerd like couldn't get streaming pipelines working.Matei Zaharia [00:42:51]: That is not what I'm doing.Reynold Xin [00:42:53]: Yeah.Reynold Xin [00:42:53]: Yeah. This makes them great customers, to be honest, right?Matei Zaharia [00:42:55]: Yeah. But you have to understand that it's hard without having worked there and stuff, like you may not appreciate.Reynold Xin [00:43:01]: Look, I think they're all great. don't get me wrong, they have different challenges. But the, many of the tech companies, for sure there's a lot, far more DIY.Matei Zaharia [00:43:10]: On the flip side, you have people who are. they're very much experts in their domain, like they're building airplanes, they're, designing medicines, whatever, and they just want to bridge the technology, where like they don't wanna learn, databases or whatever. As cool as we think it is, even as interesting as the average software engineer might think it is to read a little bit, like they just never wanna know. They just say, “I have a, giant like, matrix or whatever with my, clinical data, like how do I, how do I like cluster it or whatever?” So yeah.The Dream Engine and Rewriting the Database StackReynold Xin [00:43:40]: Yeah. That's true. Okay, so and then I wanted to build out the dream engine, vision. where does this all lead? So one of the thing we, realized maybe a couple years back is that every single database engine out there, especially on the analytics side, are a decade old. pretty much everything that have reasonable traction are about a decade old. And they all started targeting some very specific narrow use cases, and then over time it's become more and more successful. They have grown in their ambition, and then they try to support more and more use cases. But the fastest way to support those use cases tend to be hacked around the abstractions that were initially created, that were not for those use cases.Matei Zaharia [00:44:23]: Yeah.Reynold Xin [00:44:23]: And then, but you can support them more or less okay. And before it, after 10 years of organic evolution that way, it becomes a gigantic pile of s**t.Reynold Xin [00:44:31]: the. And, but that includes Databricks. And very few company or very few systems, I think, have the gut to say, let's go start from scratch. Let's go back to the drawing board and design, knowing everything we know today after a decade of workloads and probably billions in revenue, let's attempt to rewrite it from scratch and make sure it will work and it can support all of these use cases. So we started doing that, but it's a very ambitious project. by the way, you can search on Wikipedia, there's this thing called second system syndrome.Matei Zaharia [00:45:08]: Yeah, I know that. Yes.Reynold Xin [00:45:09]: Or second system effect.Matei Zaharia [00:45:11]: Every developer must know what a second syndrome is.Reynold Xin [00:45:12]: It's you built your first thing and it works out great, and the second one's bound to fail because you become too ambitious.Reynold Xin [00:45:19]: And then you ask so many requirements.Matei Zaharia [00:45:20]: Or like you think everythingReynold Xin [00:45:21]: YeahMatei Zaharia [00:45:21]: and then you're likeReynold Xin [00:45:22]: You justMatei Zaharia [00:45:22]: you're, “I'm gonna design the perfect system this time.”Reynold Xin [00:45:24]: Yeah. And it turned out it's not perfect, and then it start failing and you're too ambitious, never launch, and you get killed. The, and the engineering team that started this, they were brilliant. I think we hired some of the best database engineers, on the planet into Databricks, and they were brilliant. Thank God it's not their second system. Many of them have built more than two in the past.Matei Zaharia [00:45:44]: Ah, nice.Reynold Xin [00:45:45]: But they were still worried about this, hey, building a database engine from scratch, I think the conventional wisdom is gonna take like five years to mature. This would be a very long-term project. It could fail. I think one of the engineers jokingly said, “Hey, maybe we just call it Reynolds Stream Engine.” If we name after a founder, maybe we then may get canceled or killed. But I think they built something pretty remarkable. they went back to. They changed the way the database engines were built from a paradigm point of view. Usually when y

How common or rare are species in an ecosystem? The answer to this might seem simple, but as with everything in nature, it is not. This question can even complicate how we think of habitat conservation and restoration. When we refine and implement scientific tools like species diversity indices, we need to make sure we are applying them correctly. Join me and Dr. Robert Warren as we explore measures of species diversity, the issues with improper use of these tools, and what that can mean in the context of invasive species and restoration. This episode was produced in part by Chris, Gerald, Elise, Maggie, Mamie, A.J., Dallas, Channele, KC, Joe, Diane, Kim, Tanya, Neil, Matthew, April, Dana, Lilith, Sanza, Eva, Yellowroot, Wisewren, Nadia, Heidi, Blake, Josh, Laure, R.J., Carly, Lucia, Dana, Sarah, Lauren, Strych Mind, Linda, Sylvan, Austin, Sarah, Ethan, Elle, Steve, Cassie, Chuck, Aaron, Gillian, Abi, Rich, Shad, Maddie, Owen, Linda, Alana, Sigma, Max, Richard, Maia, Rens, David, Robert, Thomas, Valerie, Joan, Mohsin Kazmi Photography, Cathy, Simon, Nick, Paul, Charis, EJ, Laura, Sung, NOK, Stephen, Heidi, Kristin, Luke, Sea, Shannon, Thomas, Will, Jamie, Waverly, Brent, Tanner, Rick, Kazys, Dorothy, Katherine, Emily, Theo, Nichole, Paul, Karen, Randi, Caelan, Tom, Don, Susan, Corbin, Keena, Robin, Peter, Whitney, Kenned, Margaret, Daniel, Karen, David, Earl, Jocelyn, Gary, Krysta, Elizabeth, Southern California Carnivorous Plant Enthusiasts, Pattypollinators, Peter, Judson, Ella, Alex, Dan, Pamela, Peter, Andrea, Nathan, Karyn, Michelle, Jillian, Chellie, Linda, Laura, Miz Holly, Christie, Carlos, Paleo Fern, Levi, Sylvia, Lanny, Ben, Lily, Craig, Sarah, Lor, Monika, Brandon, Jeremy, Suzanne, Kristina, Christine, Silas, Michael, Aristia, Felicidad, Lauren, Danielle, Allie, Jeffrey, Amanda, Tommy, Marcel, C Leigh, Karma, Shelby, Christopher, Alvin, Arek, Chellie, Dani, Paul, Dani, Tara, Elly, Colleen, Natalie, Nathan, Ario, Laura, Cari, Margaret, Mary, Connor, Nathan, Jan, Jerome, Brian, Azomonas, Ellie, University Greens, Joseph, Melody, Patricia, Matthew, Garrett, John, Ashley, Cathrine, Melvin, OrangeJulian, Porter, Jules, Griff, Joan, Megan, Marabeth, Les, Ali, Southside Plants, Keiko, Robert, Bryce, Wilma, Amanda, Helen, Mikey, Michelle, German, Joerg, Cathy, Tate, Steve, Kae, Carole, Mr. Keith Santner, Lynn, Aaron, Sara, Kenned, Brett, Jocelyn, Ethan, Sheryl, Runaway Goldfish, Ryan, Chris, Alana, Rachel, Joanna, Lori, Paul, Griff, Matthew, Bobby, Vaibhav, Steven, Joseph, Brandon, Liam, Hall, Jared, Brandon, Christina, Carly, Kazys, Stephen, Katherine, Manny, doeg, Daniel, Tim, Philip, Tim, Lisa, Brodie, Bendix, Irene, holly, Sara, and Margie.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Today on Beyond the Torch, Todd & Leslie are joined by guest co-host, Scott Ransome, a UK-based Survivor superfan who won a charity eBay bid to co-host and interview a guest and he picked today's guest, Abi-Maria Gomez, the iconic Brazilian-American villain from Survivor: Philippines and Survivor: Cambodia — Second Chances! The conversation covers Abi's unexpected journey to being cast on Survivor (including nearly appearing on Tocantins but being rejected for "not looking Brazilian enough"), her experience playing with a torn ACL throughout Philippines, reflections on being edited as a villain, her views on race and immigrant identity, her complicated relationship with former alliance partner RC, her admiration for Denise Stapley, and candid discussions about Survivor 50 casting disappointments, reality TV opportunities like The Traitors, and fond memories of Survivor legends like Courtney Yates, Amanda Kimmel, and James Clement.Our new Website is live! Check it out at: www.realityaftershow.comJoin our Patreon at RealityPatron.comIf you would like a cameo from Jonny Fairplay order one now! cameo.com/jonnyfairplayCheck us out on Tiktok @fairplaytokBecome a supporter of this podcast: https://www.spreaker.com/podcast/reality-after-show--5448874/support.

When you start studying a group of plants, you never know what you are going to find. Sometimes it's important insights into pollination and seed dispersal. Other times it's how the uplift of mountain chains shapes wetlands and rivers. These are the kinds of discoveries that drive Dr. Ana Bedoya to study the riverweeds of the family Podostemaceae. These extreme aquatic plants are fascinating in the own right while also having a lot to teach us about a variety of scientific disciplines. This episode was produced in part by Chris, Gerald, Elise, Maggie, Mamie, A.J., Dallas, Channele, KC, Joe, Diane, Kim, Tanya, Neil, Matthew, April, Dana, Lilith, Sanza, Eva, Yellowroot, Wisewren, Nadia, Heidi, Blake, Josh, Laure, R.J., Carly, Lucia, Dana, Sarah, Lauren, Strych Mind, Linda, Sylvan, Austin, Sarah, Ethan, Elle, Steve, Cassie, Chuck, Aaron, Gillian, Abi, Rich, Shad, Maddie, Owen, Linda, Alana, Sigma, Max, Richard, Maia, Rens, David, Robert, Thomas, Valerie, Joan, Mohsin Kazmi Photography, Cathy, Simon, Nick, Paul, Charis, EJ, Laura, Sung, NOK, Stephen, Heidi, Kristin, Luke, Sea, Shannon, Thomas, Will, Jamie, Waverly, Brent, Tanner, Rick, Kazys, Dorothy, Katherine, Emily, Theo, Nichole, Paul, Karen, Randi, Caelan, Tom, Don, Susan, Corbin, Keena, Robin, Peter, Whitney, Kenned, Margaret, Daniel, Karen, David, Earl, Jocelyn, Gary, Krysta, Elizabeth, Southern California Carnivorous Plant Enthusiasts, Pattypollinators, Peter, Judson, Ella, Alex, Dan, Pamela, Peter, Andrea, Nathan, Karyn, Michelle, Jillian, Chellie, Linda, Laura, Miz Holly, Christie, Carlos, Paleo Fern, Levi, Sylvia, Lanny, Ben, Lily, Craig, Sarah, Lor, Monika, Brandon, Jeremy, Suzanne, Kristina, Christine, Silas, Michael, Aristia, Felicidad, Lauren, Danielle, Allie, Jeffrey, Amanda, Tommy, Marcel, C Leigh, Karma, Shelby, Christopher, Alvin, Arek, Chellie, Dani, Paul, Dani, Tara, Elly, Colleen, Natalie, Nathan, Ario, Laura, Cari, Margaret, Mary, Connor, Nathan, Jan, Jerome, Brian, Azomonas, Ellie, University Greens, Joseph, Melody, Patricia, Matthew, Garrett, John, Ashley, Cathrine, Melvin, OrangeJulian, Porter, Jules, Griff, Joan, Megan, Marabeth, Les, Ali, Southside Plants, Keiko, Robert, Bryce, Wilma, Amanda, Helen, Mikey, Michelle, German, Joerg, Cathy, Tate, Steve, Kae, Carole, Mr. Keith Santner, Lynn, Aaron, Sara, Kenned, Brett, Jocelyn, Ethan, Sheryl, Runaway Goldfish, Ryan, Chris, Alana, Rachel, Joanna, Lori, Paul, Griff, Matthew, Bobby, Vaibhav, Steven, Joseph, Brandon, Liam, Hall, Jared, Brandon, Christina, Carly, Kazys, Stephen, Katherine, Manny, doeg, Daniel, Tim, Philip, Tim, Lisa, Brodie, Bendix, Irene, holly, Sara, and Margie.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Fr. Mike touches on King Rehobo'am's last acts and the rise of his son, Abi′jah. He also explains how the mistakes of Israel's leaders show the importance of faith over success. Today's readings are 1 Kings 13, 2 Chronicles 12-13, and Song of Solomon 2. For the complete reading plan, visit ascensionpress.com/bibleinayear. Please note: The Bible contains adult themes that may not be suitable for children - parental discretion is advised.

Abi and Matt are stressed out. 

Abi Millar grew up in a charismatic evangelical church where faith once felt vivid, immediate and full of certainty. But as questions about science, belief, heaven and hell began to press in, that certainty slowly unravelled. In this conversation, Tim talks with Abi about what it cost to leave, the freedom and loss that followed, and the spiritual hunger that eventually re-emerged after a long season of atheism. They also talk about some of the practices Abi explores in her book The Spirituality Gap — including yoga, ayahuasca, tarot and meditation — and the tension between scepticism and openness that runs through her journey. Along the way, the conversation touches on rootedness, community, cultural integrity, and the question of whether spirituality can truly flourish without a shared story or tradition. Following the interview, Nomad hosts Tim and Nick reflect on the burden of heaven and hell, the freedom and loss of leaving evangelical faith, and the search for meaning beyond certainty. They also explore what Abi's journey raises about psychedelics, tarot, rootedness, and the limits of highly individual spirituality.Interview starts at 10m 34sBooks, quotes, links →The creation of Nomad's thoughtful, ad-free content is entirely funded by our equally thoughtful and wonderful listeners. By supporting us, you gain access to Nomad's online spaces—like the Beloved Listener Lounge, Enneagram Lounge, and Book Club—as well as bonus episodes such as Nomad Contemplations, Homegrown Conversations, and Nomad Revisited.If you'd like to join our lovely community of supporters, head over to our Patreon page. You might even be rewarded with a Nomad pen or our coveted Beloved Listener mug!If a monthly commitment isn't possible right now, a one-off donation is always deeply appreciated—you can do that here.Looking to connect with others nearby? Check out the Listener Map or join our Nomad Gathering Facebook group.And if you're up for sharing your own story, we regularly post reflections from listeners on our blog—all with the hope of fostering deeper understanding, connection and supportive relationships. If you'd like to share your story on the blog, contact us for more information here.

Plants are habitat. Heck, even a single leaf is habitat. Same goes for plant roots. This is especially true when we consider insects and fungi. But how do these organisms interact? How do they change over gradients of moisture, temperature, space, and time? Why do we consider some parasitic while others are mutualists? The world of ecological interactions is extremely complex but people like Dr. Chris Bivins are taking stabs at trying to gain insights piece by piece. Join us for an wonderfully deep dive on the amazing ways oaks, gall wasps, fungi, and mycoheterotrophic plants live out their mysterious lives together. This episode was produced in part by Chris, Gerald, Elise, Maggie, Mamie, A.J., Dallas, Channele, KC, Joe, Diane, Kim, Tanya, Neil, Matthew, April, Dana, Lilith, Sanza, Eva, Yellowroot, Wisewren, Nadia, Heidi, Blake, Josh, Laure, R.J., Carly, Lucia, Dana, Sarah, Lauren, Strych Mind, Linda, Sylvan, Austin, Sarah, Ethan, Elle, Steve, Cassie, Chuck, Aaron, Gillian, Abi, Rich, Shad, Maddie, Owen, Linda, Alana, Sigma, Max, Richard, Maia, Rens, David, Robert, Thomas, Valerie, Joan, Mohsin Kazmi Photography, Cathy, Simon, Nick, Paul, Charis, EJ, Laura, Sung, NOK, Stephen, Heidi, Kristin, Luke, Sea, Shannon, Thomas, Will, Jamie, Waverly, Brent, Tanner, Rick, Kazys, Dorothy, Katherine, Emily, Theo, Nichole, Paul, Karen, Randi, Caelan, Tom, Don, Susan, Corbin, Keena, Robin, Peter, Whitney, Kenned, Margaret, Daniel, Karen, David, Earl, Jocelyn, Gary, Krysta, Elizabeth, Southern California Carnivorous Plant Enthusiasts, Pattypollinators, Peter, Judson, Ella, Alex, Dan, Pamela, Peter, Andrea, Nathan, Karyn, Michelle, Jillian, Chellie, Linda, Laura, Miz Holly, Christie, Carlos, Paleo Fern, Levi, Sylvia, Lanny, Ben, Lily, Craig, Sarah, Lor, Monika, Brandon, Jeremy, Suzanne, Kristina, Christine, Silas, Michael, Aristia, Felicidad, Lauren, Danielle, Allie, Jeffrey, Amanda, Tommy, Marcel, C Leigh, Karma, Shelby, Christopher, Alvin, Arek, Chellie, Dani, Paul, Dani, Tara, Elly, Colleen, Natalie, Nathan, Ario, Laura, Cari, Margaret, Mary, Connor, Nathan, Jan, Jerome, Brian, Azomonas, Ellie, University Greens, Joseph, Melody, Patricia, Matthew, Garrett, John, Ashley, Cathrine, Melvin, OrangeJulian, Porter, Jules, Griff, Joan, Megan, Marabeth, Les, Ali, Southside Plants, Keiko, Robert, Bryce, Wilma, Amanda, Helen, Mikey, Michelle, German, Joerg, Cathy, Tate, Steve, Kae, Carole, Mr. Keith Santner, Lynn, Aaron, Sara, Kenned, Brett, Jocelyn, Ethan, Sheryl, Runaway Goldfish, Ryan, Chris, Alana, Rachel, Joanna, Lori, Paul, Griff, Matthew, Bobby, Vaibhav, Steven, Joseph, Brandon, Liam, Hall, Jared, Brandon, Christina, Carly, Kazys, Stephen, Katherine, Manny, doeg, Daniel, Tim, Philip, Tim, Lisa, Brodie, Bendix, Irene, holly, Sara, and Margie.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

What could be better than a tiny plant with an outsized impact on the world around it? Hornleaf riverweed AKA Podostemum ceratophyllum is one such plant. This tiny aquatic plant has so many mysterious surrounding it but what we do know is that it is foundational to the aquatic ecosystems in which it is found. Join me and Dr. James Wood as we take a deep dive on this unique aquatic plant and learn what you can do to help us understand and conserve it a little bit better. This episode was produced in part by Elise, Maggie, Mamie, A.J., Dallas, Channele, KC, Joe, Diane, Kim, Tanya, Neil, Matthew, April, Dana, Lilith, Sanza, Eva, Yellowroot, Wisewren, Nadia, Heidi, Blake, Josh, Laure, R.J., Carly, Lucia, Dana, Sarah, Lauren, Strych Mind, Linda, Sylvan, Austin, Sarah, Ethan, Elle, Steve, Cassie, Chuck, Aaron, Gillian, Abi, Rich, Shad, Maddie, Owen, Linda, Alana, Sigma, Max, Richard, Maia, Rens, David, Robert, Thomas, Valerie, Joan, Mohsin Kazmi Photography, Cathy, Simon, Nick, Paul, Charis, EJ, Laura, Sung, NOK, Stephen, Heidi, Kristin, Luke, Sea, Shannon, Thomas, Will, Jamie, Waverly, Brent, Tanner, Rick, Kazys, Dorothy, Katherine, Emily, Theo, Nichole, Paul, Karen, Randi, Caelan, Tom, Don, Susan, Corbin, Keena, Robin, Peter, Whitney, Kenned, Margaret, Daniel, Karen, David, Earl, Jocelyn, Gary, Krysta, Elizabeth, Southern California Carnivorous Plant Enthusiasts, Pattypollinators, Peter, Judson, Ella, Alex, Dan, Pamela, Peter, Andrea, Nathan, Karyn, Michelle, Jillian, Chellie, Linda, Laura, Miz Holly, Christie, Carlos, Paleo Fern, Levi, Sylvia, Lanny, Ben, Lily, Craig, Sarah, Lor, Monika, Brandon, Jeremy, Suzanne, Kristina, Christine, Silas, Michael, Aristia, Felicidad, Lauren, Danielle, Allie, Jeffrey, Amanda, Tommy, Marcel, C Leigh, Karma, Shelby, Christopher, Alvin, Arek, Chellie, Dani, Paul, Dani, Tara, Elly, Colleen, Natalie, Nathan, Ario, Laura, Cari, Margaret, Mary, Connor, Nathan, Jan, Jerome, Brian, Azomonas, Ellie, University Greens, Joseph, Melody, Patricia, Matthew, Garrett, John, Ashley, Cathrine, Melvin, OrangeJulian, Porter, Jules, Griff, Joan, Megan, Marabeth, Les, Ali, Southside Plants, Keiko, Robert, Bryce, Wilma, Amanda, Helen, Mikey, Michelle, German, Joerg, Cathy, Tate, Steve, Kae, Carole, Mr. Keith Santner, Lynn, Aaron, Sara, Kenned, Brett, Jocelyn, Ethan, Sheryl, Runaway Goldfish, Ryan, Chris, Alana, Rachel, Joanna, Lori, Paul, Griff, Matthew, Bobby, Vaibhav, Steven, Joseph, Brandon, Liam, Hall, Jared, Brandon, Christina, Carly, Kazys, Stephen, Katherine, Manny, doeg, Daniel, Tim, Philip, Tim, Lisa, Brodie, Bendix, Irene, holly, Sara, and Margie. See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Our good friend Abi joins us to discuss the new EHRC guidance and the plan to spend billions of dollars on bathrooms. But first… we look to the skies. The truth is out there. In Doncaster. Get more TF episodes each week by subscribing to our Patreon here! RILEY ALERT Check out No Gods, No Mayors here! HUSSEIN ALERT Check out 10k Posts here! MILO ALERT Check out Milo's tour dates here: https://www.miloedwards.co.uk/liveshows NATE ALERT Lions Led By Donkeys will be performing live in London on 29th May and you can get tickets here! Also, Nate's band Second Homes has just released their debut album, which includes the song used in this episode's outro, and you can stream it for free here!

Seed storage is one of the most important tools in plant conservation, but did you know you can also store pollen? We still have a lot to learn about storing both pollen and seeds for most species, and people like Dr. Dustin Wolkis of the Center for Plant Conservation are hard at work doing just that. Join us for an interesting look at what he and his colleagues are doing to prevent plant extinction. This episode was produced in part by Elise, Maggie, Mamie, A.J., Dallas, Channele, KC, Joe, Diane, Kim, Tanya, Neil, Matthew, April, Dana, Lilith, Sanza, Eva, Yellowroot, Wisewren, Nadia, Heidi, Blake, Josh, Laure, R.J., Carly, Lucia, Dana, Sarah, Lauren, Strych Mind, Linda, Sylvan, Austin, Sarah, Ethan, Elle, Steve, Cassie, Chuck, Aaron, Gillian, Abi, Rich, Shad, Maddie, Owen, Linda, Alana, Sigma, Max, Richard, Maia, Rens, David, Robert, Thomas, Valerie, Joan, Mohsin Kazmi Photography, Cathy, Simon, Nick, Paul, Charis, EJ, Laura, Sung, NOK, Stephen, Heidi, Kristin, Luke, Sea, Shannon, Thomas, Will, Jamie, Waverly, Brent, Tanner, Rick, Kazys, Dorothy, Katherine, Emily, Theo, Nichole, Paul, Karen, Randi, Caelan, Tom, Don, Susan, Corbin, Keena, Robin, Peter, Whitney, Kenned, Margaret, Daniel, Karen, David, Earl, Jocelyn, Gary, Krysta, Elizabeth, Southern California Carnivorous Plant Enthusiasts, Pattypollinators, Peter, Judson, Ella, Alex, Dan, Pamela, Peter, Andrea, Nathan, Karyn, Michelle, Jillian, Chellie, Linda, Laura, Miz Holly, Christie, Carlos, Paleo Fern, Levi, Sylvia, Lanny, Ben, Lily, Craig, Sarah, Lor, Monika, Brandon, Jeremy, Suzanne, Kristina, Christine, Silas, Michael, Aristia, Felicidad, Lauren, Danielle, Allie, Jeffrey, Amanda, Tommy, Marcel, C Leigh, Karma, Shelby, Christopher, Alvin, Arek, Chellie, Dani, Paul, Dani, Tara, Elly, Colleen, Natalie, Nathan, Ario, Laura, Cari, Margaret, Mary, Connor, Nathan, Jan, Jerome, Brian, Azomonas, Ellie, University Greens, Joseph, Melody, Patricia, Matthew, Garrett, John, Ashley, Cathrine, Melvin, OrangeJulian, Porter, Jules, Griff, Joan, Megan, Marabeth, Les, Ali, Southside Plants, Keiko, Robert, Bryce, Wilma, Amanda, Helen, Mikey, Michelle, German, Joerg, Cathy, Tate, Steve, Kae, Carole, Mr. Keith Santner, Lynn, Aaron, Sara, Kenned, Brett, Jocelyn, Ethan, Sheryl, Runaway Goldfish, Ryan, Chris, Alana, Rachel, Joanna, Lori, Paul, Griff, Matthew, Bobby, Vaibhav, Steven, Joseph, Brandon, Liam, Hall, Jared, Brandon, Christina, Carly, Kazys, Stephen, Katherine, Manny, doeg, Daniel, Tim, Philip, Tim, Lisa, Brodie, Bendix, Irene, holly, Sara, and Margie.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

There is a gap between where your life is and where you thought it would be. That gap has a name. It is grief. A kind of hidden, invisible grief. And most of us are walking around carrying it without ever calling it that, because we have been taught that grief belongs only to those who have lost someone to death. The rest of us are supposed to just get on with it.Dr. Lucy Hone is an adjunct senior fellow at the University of Canterbury, a leading resilience researcher, and one of the world's most trusted voices on loss and grief. Her TED talk on resilience has been viewed more than nine million times. She is also a mother who lost her 12-year-old daughter, Abi, in a car accident in 2014, and who has spent the decade since weaving her scientific training and her lived experience into tools that actually work. Her new book is How Will I Ever Get Through This?In this conversation, we go to the places most conversations about grief are afraid to go.What you will explore:Why grief is not an emotion but a full-body experience that explains the exhaustion, brain fog, and 3 am waking you may have been blaming on other thingsWhat "living losses" are, the griefs that come without a funeral, and why they may be driving far more of our suffering than we recognizeThe difference between acceptance and coming to terms with, and why one word changes everything about how you move through lossWhat the research actually shows about post-traumatic growth, including the statistic that will surprise you about how common it actually isWhy resilience is not about bouncing back, and what Dr. Hone means when she says you do not bounce back from anything that mattersThe one question she asks herself in the hardest moments, and why it is a more useful starting point than any techniqueIf you have ever minimized something you were going through because it did not feel like it counted as real loss, this conversation is for you.You can find Lucy at: Website | Instagram | Episode TranscriptNext week, I am going solo to talk about something that I think a lot of us are quietly carrying, the conversations we know we need to have with the people who matter most to us, and why we keep finding reasons not to have them. The research turns out to be really clear on this: we consistently overestimate how bad it will be and underestimate how much it costs us to stay silent. Be sure to follow Good Life Project wherever you get your podcasts so you don't miss any upcoming episodes!Check out our offerings & partners: Join My New Writing Project: Awake at the WheelVisit Our Sponsor Page For Great Resources & Discount Codes Hosted on Acast. See acast.com/privacy for more information.

Long lived organisms like trees face a lot of challenges throughout their lifetime. Disturbances big and small coupled with climate change are going to continue to stress trees wherever they grow. Which trees have the highest capacity to deal with said stresses? We don't know until we go looking. That is what drives scientists like Dr. Jill Hamilton. Join us as we look at how she is using poplars, spruce, and ash to understand how trees and their hybrids may or may not have what it takes to survive climate stress. This episode was produced in part by Joe, Diane, Kim, Tanya, Neil, Matthew, April, Dana, Lilith, Sanza, Eva, Yellowroot, Wisewren, Nadia, Heidi, Blake, Josh, Laure, R.J., Carly, Lucia, Dana, Sarah, Lauren, Strych Mind, Linda, Sylvan, Austin, Sarah, Ethan, Elle, Steve, Cassie, Chuck, Aaron, Gillian, Abi, Rich, Shad, Maddie, Owen, Linda, Alana, Sigma, Max, Richard, Maia, Rens, David, Robert, Thomas, Valerie, Joan, Mohsin Kazmi Photography, Cathy, Simon, Nick, Paul, Charis, EJ, Laura, Sung, NOK, Stephen, Heidi, Kristin, Luke, Sea, Shannon, Thomas, Will, Jamie, Waverly, Brent, Tanner, Rick, Kazys, Dorothy, Katherine, Emily, Theo, Nichole, Paul, Karen, Randi, Caelan, Tom, Don, Susan, Corbin, Keena, Robin, Peter, Whitney, Kenned, Margaret, Daniel, Karen, David, Earl, Jocelyn, Gary, Krysta, Elizabeth, Southern California Carnivorous Plant Enthusiasts, Pattypollinators, Peter, Judson, Ella, Alex, Dan, Pamela, Peter, Andrea, Nathan, Karyn, Michelle, Jillian, Chellie, Linda, Laura, Miz Holly, Christie, Carlos, Paleo Fern, Levi, Sylvia, Lanny, Ben, Lily, Craig, Sarah, Lor, Monika, Brandon, Jeremy, Suzanne, Kristina, Christine, Silas, Michael, Aristia, Felicidad, Lauren, Danielle, Allie, Jeffrey, Amanda, Tommy, Marcel, C Leigh, Karma, Shelby, Christopher, Alvin, Arek, Chellie, Dani, Paul, Dani, Tara, Elly, Colleen, Natalie, Nathan, Ario, Laura, Cari, Margaret, Mary, Connor, Nathan, Jan, Jerome, Brian, Azomonas, Ellie, University Greens, Joseph, Melody, Patricia, Matthew, Garrett, John, Ashley, Cathrine, Melvin, OrangeJulian, Porter, Jules, Griff, Joan, Megan, Marabeth, Les, Ali, Southside Plants, Keiko, Robert, Bryce, Wilma, Amanda, Helen, Mikey, Michelle, German, Joerg, Cathy, Tate, Steve, Kae, Carole, Mr. Keith Santner, Lynn, Aaron, Sara, Kenned, Brett, Jocelyn, Ethan, Sheryl, Runaway Goldfish, Ryan, Chris, Alana, Rachel, Joanna, Lori, Paul, Griff, Matthew, Bobby, Vaibhav, Steven, Joseph, Brandon, Liam, Hall, Jared, Brandon, Christina, Carly, Kazys, Stephen, Katherine, Manny, doeg, Daniel, Tim, Philip, Tim, Lisa, Brodie, Bendix, Irene, holly, Sara, and Margie.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.