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Pre-Assembled Adafruit PiCowbell Adalogger for Pico - MicroSD, RTC & STEMMA QT (0:08) https://www.adafruit.com/product/6355 Adafruit STSPIN220 Stepper Motor Driver Breakout Board (1:25) https://www.adafruit.com/product/6353 Visit the Adafruit shop online - http://www.adafruit.com ----------------------------------------- New nEw NEWs New Products, News, and more: https://www.adafruit.com/newsletter #newnewnew Shop for all of the newest Adafruit products: http://adafru.it/new Visit the Adafruit shop online - http://www.adafruit.com Adafruit on Instagram: https://www.instagram.com/adafruit LIVE CHAT IS HERE! http://adafru.it/discord Subscribe to Adafruit on YouTube: http://adafru.it/subscribe New tutorials on the Adafruit Learning System: http://learn.adafruit.com/ -----------------------------------------
Pre-Assembled Adafruit PiCowbell Adalogger for Pico - MicroSD, RTC & STEMMA QT (0:08) https://www.adafruit.com/product/6355 Adafruit STSPIN220 Stepper Motor Driver Breakout Board (1:25) https://www.adafruit.com/product/6353 Visit the Adafruit shop online - http://www.adafruit.com ----------------------------------------- New nEw NEWs New Products, News, and more: https://www.adafruit.com/newsletter #newnewnew Shop for all of the newest Adafruit products: http://adafru.it/new Visit the Adafruit shop online - http://www.adafruit.com Adafruit on Instagram: https://www.instagram.com/adafruit LIVE CHAT IS HERE! http://adafru.it/discord Subscribe to Adafruit on YouTube: http://adafru.it/subscribe New tutorials on the Adafruit Learning System: http://learn.adafruit.com/ -----------------------------------------
Manifestations à Los Angeles: un journaliste de TVA est sur place. 3e journée de grève à la STM. Vers une grève générale illimitée au RTC? Ralentissement de service pour le REM. Un accord conclu entre la Chine et les États-Unis, selon Donald Trump. Une mère et son enfant retrouvés noyés dans une piscine. Hommage à Abba. Tour de table entre Isabelle Perron, Audrey Gagnon et Mario Dumont. Regardez aussi cette discussion en vidéo via https://www.qub.ca/videos ou en vous abonnant à QUB télé : https://www.tvaplus.ca/qub ou sur la chaîne YouTube QUB https://www.youtube.com/@qub_radioPour de l'information concernant l'utilisation de vos données personnelles - https://omnystudio.com/policies/listener/fr
In this episode, Eric sits down with Independent wrestler, Roosevelt Conyer. We talk about all the craziness going on in the world of professional wrestling, including JUSTICE FOR TRUTH, his career all over the globe, and some of the fun we have going on this weekend.Please stay up to date with everything going on in the community. Subscribe to our website at Respectthecombat.com to keep up to date with all the news and latest episodes of RTC that are being released!
SmackDown (9/21/2000) was an unhinged, sex-fueled fever dream—and we're here to break down every wild second of it.
In this episode, Eric sits down with Independent wrestler, the Woodchipper Chris Blade. We talk about all the craziness going on in the world of professional wrestling, as well as some of his most recent work on the independents.Please stay up to date with everything going on in the community. Subscribe to our website at Respectthecombat.com to keep up to date with all the news and latest episodes of RTC that are being released!
Episod kali ini membawa kita menyelami kisah luar biasa Hassan Rahman — seorang ayah kepada 6 anak, usahawan dan pengasas Rebuild Podcast. Dahulunya bergelumang dengan geng, keganasan dan dadah, Hassan kini berdiri kembali bersinar menjadi inspirasi kepada anak muda.Beliau berkongsi detik-detik hitam hidupnya — dari boys home ke RTC hingga DRC — dan bagaimana kelahiran anak pertama serta keazaman selepas kejatuhan kedua, menjadi titik tolak perubahan sebenar. Hari ini, beliau bersama isteri membangunkan Shima Matin Bridal Services dan Merce Hair Studio, sambil terus menyebarkan mesej harapan dan transformasi melalui Rebuild Podcast.Episod ini bukan sekadar cerita seorang bekas pesalah — ia adalah kisah tentang kasih ayah, peluang kedua dan kebangkitan seorang lelaki.
Send us a textFour former high-ranking Scientology members reveal the complex, troubling story of Marty Rathbun – once David Miscavige's right-hand man who later became one of Scientology's most significant defectors before mysteriously returning to defend the organization.• Marty Rathbun served as Inspector General of RTC and David Miscavige's primary enforcer despite escaping the Sea Org multiple times• Marc Headley recounts being physically assaulted by Rathbun during an interrogation when he refused to confess to something he hadn't done• After his final escape in 2004, Rathbun began speaking out against the church and created a blog that became a rallying point for the "Independent Scientology" movement• The Rathbuns faced extreme harassment from Scientology's "Squirrel Busters" who monitored their home 24/7 with cameras and followed their every move• Marty's wife Monique filed a promising harassment lawsuit against Scientology but inexplicably dismissed it, after which Marty began posting videos attacking former friends• Despite his betrayal, the hosts express compassion for Rathbun, acknowledging his early contributions to exposing Scientology and the complex trauma that likely influenced his actionsIf you or someone you know needs help leaving Scientology, contact The Aftermath Foundation at aftermathfoundation.org. You do not need to share your story publicly to receive assistance.Support the showBFG Store - http://blownforgood-shop.fourthwall.com/Blown For Good on Audible - https://www.amazon.com/Blown-for-Good-Marc-Headley-audiobook/dp/B07GC6ZKGQ/ref=tmm_aud_swatch_0?_encoding=UTF8&qid=&sr=Blown For Good Website: http://blownforgood.com/PODCAST INFO:Podcast website: https://www.buzzsprout.com/2131160 Apple Podcasts: https://podcasts.apple.com/us/podcast/blown-for-good-behind-the-iron-curtain-of-scientology/id1671284503 RSS: https://feeds.buzzsprout.com/2131160.rss YOUTUBE PLAYLISTS: Spy Files Playlist: https://www.youtube.com/playlist?list=PLWtJfniWLwq4cA-e...
In this episode, Eric sits down with Independent wrestler, the Woodchipper Chris Lyons. We talk about all the craziness going on in the world of professional wrestling, as well as some of his most recent work on the independents.Please stay up to date with everything going on in the community. Subscribe to our website at Respectthecombat.com to keep up to date with all the news and latest episodes of RTC that are being released!
WF SmackDown! Is live in Louisville, Kentucky on September 7, 2000!Chris Jericho battles X-Pac to kick off the show. Tazz joins Michael Cole on commentary. WWF Champion The Rock challenges WWF Tag Team Champions to a match later tonight. Rikishi takes on Chris Benoit but Right to Censor get involved. WWF Intercontinental Champion Eddie Guerrero verbally abuses Chyna backstage. The Acolytes and The Dudley Boyz compete in a Bar Room Brawl. Jerry the King Lawler chokes out Tazz with a strap. T&A battle Triple H in a Handicap Match which sees Kurt Angle save Stephanie McMahon-Helmsley from Test. WWF Intercontinental Champion Eddie Guerrero defends against Road Dogg. Afterwards, Guerrero attacks Road Dogg with the belt. Too Cool challenge RTC. The Undertaker takes on Kurt Angle but Chris Benoit gets involved. Triple H makes the save and attacks Angle while Undertaker hits Benoit with a Last Ride. Stephanie McMahon-Helmsley is pissed that The Game attacked Angle. Stone Cold Steve Austin appears from his house and promises to find out who ran him over last November and he will show up to WWF Unforgiven if no one comes clean. The Rock attacks Edge and Christian backstage which leads to WWF Champion The Rock defending the title against WWF Tag Team Champion Christian and Edge's replacement Kane. After the match Kane chokeslams The Rock through the announce table.
WWF Raw Is War is live in Lexington, Kentucky on September 4, 2000!Test reveals that he called the cops on Triple H on WWF SmackDown! Kane battles Chris Benoit for the #1 Contendership but Benoit nails Kane with a Steel Chair and Rock lands a Rock Bottom to the monster. The Acolytes take on The Dudley Boyz in a Tables Match. WWF Intercontinental Champion Chyna defends against Kurt Angle and Eddie Guerrero. Test battles Triple H. Right to Censor try to recruit Val Venis. WWF Hardcore Champion Steve Blackman defends against Big Boss Man. Road Dogg and Val Venis team up against RTC and after the match, RTC drag Val Venis into a truck. Jerry the King Lawler teams up with Chris Jericho against Tazz and Naked Mideon. And in the main event, WWF Tag Team Champions Edge and Christian defend against The Undertaker and WWF Champion The Rock in which Kane and Chris Benoit get involved.
Ready-to-cook (RTC) pastes can tap the rising at-home cooking boom in Asia by including a combo of heritage and convenience in their innovations.
When we talk about the future of technology, it is easy to focus on the tools, trends, and innovations that dominate headlines. But behind every breakthrough is a human story, and behind every system are individuals navigating an industry that has not always welcomed them equally. That is why I sat down with Sue Harnett, founder and CEO of Rewriting the Code, to learn more about the real work being done to support and elevate women in technology. What followed was a wide-ranging conversation that brings clarity to an often-overlooked challenge and offers insight into what real change looks like. Rewriting the Code is more than a community. It is a global network of over 35,000 women who are united by shared goals and driven by the ambition to create a more inclusive tech industry. Sue shared the origin of the organization, born from her own experiences of feeling out of place in elite academic environments, and how that shaped her commitment to building a culture where young women could grow, thrive, and most importantly, feel like they belong. Today, RTC is impacting lives across the globe with programs that span mentorship, career development, technical education, and real-world support. What stood out was the way RTC moves beyond symbolic gestures and instead provides practical pathways. We explored the launch of targeted initiatives like Rewrite AI and Rewrite Cybersecurity, which aim to prepare women for high-demand areas in the industry. We also discussed the Black Wings program, built specifically for Black women in tech, who represent just two percent of the industry workforce. Through focused community-building and peer support, these programs help dismantle systemic barriers that often go unaddressed. In a time where many companies are retreating from public conversations about diversity due to political pressure, Sue's work feels more relevant than ever. She spoke candidly about the fear she's seeing in boardrooms, the erosion of public DEI commitments, and the quiet but continued support from leaders who still believe in building inclusive workplaces. Her message to companies was simple: inclusion must be intentional, visible, and connected to the lived experience of the people it is meant to support. What this episode reveals is not only the importance of creating opportunities, but also the power of belief. The belief that women belong in every corner of the tech world, and that with the right community, mentorship, and visibility, they can redefine what leadership looks like. So how is your organization showing up for underrepresented talent in tech, and what will it take to turn good intentions into lasting impact?
Two hotels on the Strip, the Luxor and Treasure Island, are getting sued after guests claimed they were "massacred" by bed bugs and left with scars. So, how bad can bed bug bites really get, and is this a frivolous lawsuit? Co-hosts Sarah Lohman and Dayvid Figler are joined by Nevada Current reporter Michael MJ Lyle to talk bed bugs. They also tackle the recent safety upgrades in RTC buses and transit centers, and the doctors from UNLV School of Medicine's inaugural class who are opting to stay in Las Vegas. Learn more about the sponsors of this May 16th episode: Babbel - Get up to 60% off at Babbel.com/CITYCAST Prolonlife.com/city - Use this link for 15% off Get tickets to our live episode recording at the RDA Museum on 5/22 HERE Want to get in touch? Follow us @CityCastVegas on Instagram, or email us at lasvegas@citycast.fm. You can also call or text us at 702-514-0719. For more Las Vegas news, make sure to sign up for our morning newsletter, Hey Las Vegas. Looking to advertise on City Cast Las Vegas? Check out our options for podcast and newsletter ads at citycast.fm/advertise. Learn more about your ad choices. Visit megaphone.fm/adchoices
In this episode, Eric sits down with former Monster Factory Pro Tag Team Champion Kid Kaos. They talk about all the craziness from this past week, including Jeff Cobb's debut at Backlash, Mercedes Mone losing some gold, and how his background in martial arts prepared him for professional wrestling.Please stay up to date with everything going on in the community. Subscribe to our website at Respectthecombat.com to keep up to date with all the news and latest episodes of RTC that are being released!
Inside of our online Facebook group community, we have been getting a lot of questions around the topic of how to study the Bible and understand what you are reading when you are trying to study the Bible. If you are new to the faith or new to truly wanting to study the Bible, it can be a daunting task, and in this episode, we want to come alongside you and help you learn how you can study the Bible for yourself. *Note, this is a classic replay from season 2 of RTC. Connect with RTC: Website: https://realtalkchristianpodcast.com/ Facebook Group: https://www.facebook.com/groups/realtalkchristianpodcast YouTube: https://www.youtube.com/@realtalkchristianpodcast Instagram: https://www.instagram.com/realtalkchristianpodcast/
In this episode, Eric, Trico, & Irving discuss all the craziness that has gone down this past week, including all the WWE Releases as well as reported AAA stars signing WWE contracts. We also preview WWE Backlash, as well as sit down with Marrow Pro Wrestling Owner, Ashley. Please stay up to date with everything going on in the community. Subscribe to our website at Respectthecombat.com to keep up to date with all the news and latest episodes of RTC that are being released!
Send us a textMike Rinder and Marc Headley dive into the current state of Scientology's Office of Special Affairs (OSA), revealing how the once-powerful intelligence arm is now struggling to keep up with mounting challenges and criticisms.• OSA is Scientology's spy wing, previously known as the Guardian's Office which perpetrated the largest infiltration of the US government in history• Many Guardian's Office members are still working in OSA today despite Scientology's claims they were removed• Key legal figures like Kendrick Moxon (unindicted co-conspirator) still work as OSA's legal counsel• Warren McShane, President of RTC, was previously intelligence head for Guardian's Office New York• OSA currently has too many crises to effectively handle them all – Danny Masterson case, Switzerland legal failures, UK event planning issues• The explosion of ex-members speaking out has increased "10x in six months"• OSA surprisingly paid back Rosemary Chickwack's money without requiring a release or gag order• David Miscavige's paranoia and management style causes high turnover and chaos within OSA• Many OSA failures are directly caused by Miscavige's irrational demands and temper• Former OSA executives note they can't possibly monitor all the SPTV content being createdSupport the showBFG Store - http://blownforgood-shop.fourthwall.com/Blown For Good on Audible - https://www.amazon.com/Blown-for-Good-Marc-Headley-audiobook/dp/B07GC6ZKGQ/ref=tmm_aud_swatch_0?_encoding=UTF8&qid=&sr=Blown For Good Website: http://blownforgood.com/PODCAST INFO:Podcast website: https://www.buzzsprout.com/2131160 Apple Podcasts: https://podcasts.apple.com/us/podcast/blown-for-good-behind-the-iron-curtain-of-scientology/id1671284503 RSS: https://feeds.buzzsprout.com/2131160.rss YOUTUBE PLAYLISTS: Spy Files Playlist: https://www.youtube.com/playlist?list=PLWtJfniWLwq4cA-e...
On episode #138 of the #PackMentality Pop-Ins Podcast, co-host Trent Hidlay sits down with his current Wolfpack RTC head coach Jamill Kelly. Kelly was a teammate (at Oklahoma State) and previously coached under Wolfpack head coach Pat Popolizo, and recently returned to Raleigh to join the RTC. The former Olympic Silver medalist talks about the Pack's recent success at the U.S. Open and Hidlay qualifying for Final X. #packmentality #wolfpackwrestling #ncstatewrestling #wrestlingpodcast SUBSCRIBE TO #PACKMENTALITY POP-INSApple Podcasts | Spreaker | Spotify | RSS
In this episode, Eric Goldstein and Trico Fullerton sit down to go over all the craziness that went down in the wrestling world recently, such as Aleister Black being back in WWE, Zelina Vega capturing her first singles title, and all the fun indy action going on this weekend!Please stay up to date with everything going on in the community. Subscribe to our website at Respectthecombat.com to keep up to date with all the news and latest episodes of RTC that are being released!
This week's EYE ON NPI is looking at itsy-bitsy-teensy-weensy little rechargeable batteries that can keep your micro-power electronics running for many years without needing any maintenance from your users: it's Panasonic's VL/ML Series Lithium Rechargeable Coin Batteries (https://www.digikey.com/en/product-highlight/p/panasonic/lithium-rechargeable-coin-batteries). These are small, solderable batteries much like the coin cell batteries you're used to replacing in watches, toys, and other gadgets..but this time they can be recharged in-circuit to make maintenance effortless. We've covered lots of batteries and battery holders on EYE ON NPI - from enormous lead acid batteries to tiny coin cells (https://www.digikey.com/en/products/filter/batteries-non-rechargeable-primary/). These are an essential part of the engineer's repertoire as so many products need to work when not plugged into the wall. We use coin cells a lot in our design work: there's nothing as compact and they have great energy density. But they're typically 'primary cells' - not rechargeable. That might be fine if you're using them for something like a remote control (https://support.apple.com/en-us/101261) or a small toy. But they do eventually need to be replaced, which can be a user frustration. For that reason, many products that used to have primary cells like AA's or coin batteries have slowly transitioned to embedding lithium polymer pouches. You can get rechargeable lipoly batteries in 100 mAh or less! (https://www.digikey.com/short/7njnd057) However, there may be some cases where you still want something really really tiny, like say 9mm diameter and under 1mm thick - a size only achievable with a coin cell - but without dealing with removing and replacing a battery every few weeks or months. Especially if we're talking about something that is going to be plugged in once in a while, or where the coin cell is a fall-back. This comes up often with devices that have real time clocks (RTCs) - such as clocks, computers, laptops, tablets, watches, GPS units (https://www.adafruit.com/product/5440), etc. They might have a main battery or power system that can run a microcontroller/CPU and display plus peripherals, but you still want to keep time and maybe an alarm setting when the main power cuts off. Historically, folks have just used coin batteries - ideally replaceable ones - but sometimes not as in the case of the DS1287 (https://theretroweb.com/chip/documentation/ds1287-647b3602989d3299594321.pdf) which had the coin battery sealed inside! If you're designing a product today that needs an RTC battery, we'd say take a good look at the Panasonic's VL/ML Series Lithium Rechargeable Coin Batteries (https://www.digikey.com/en/product-highlight/p/panasonic/lithium-rechargeable-coin-batteries). No holder required: they come with tabs to solder directly onto a PCB in vertical or horizontal orientations. And they come in a variety of sizes from the 20mm / 45mAh to 12mm / 7mAh and even smaller. Note that as expected, you're going to get less capacity than a primary cell, so these are good when you think you'll get recharged every few days or weeks. Don't forget: you will absolutely need a proper lithium charger to recharge these batteries. We've got plenty of charger breakouts you can use, we particularly like the bq25185 (https://www.digikey.com/en/products/detail/adafruit-industries-llc/6091/25805553) which you can easily configure for the 1C current charge rate to match your Panasonic Lithium Rechargeable Coin Batteries (https://www.digikey.com/en/product-highlight/p/panasonic/lithium-rechargeable-coin-batteries) They can all handle 1000+ cycles, we like the bq in particular because it has power-path which will help avoid unnecessary discharging/cycling. Ready for a tiny burst of power to keep your clocks a-tickin'? You can pick up a wide selection of Panasonic's VL/ML Series Lithium Rechargeable Coin Batteries (https://www.digikey.com/en/product-highlight/p/panasonic/lithium-rechargeable-coin-batteries) at DigiKey right now! They're in stock in a range of sizes and configurations for immediate shipment - don't forget that like all Lithium batteries you may need to ship ground, so order now and you'll get those bite-sized batteries shipped within the hour for immediate integration. See it on DigiKey https://www.digikey.com/short/wb83dfff
Fresh off winning the U.S. Open at 70kg, Yianni Diakomihalis returns to Baschamania with a lot to unpack. We dive into his transition to 70kg, what beating James Green meant to him, how a year off changed his approach, and what's fueling him heading toward Final X and the World stage. 01:30 - How This Open Win Compares03:30 - Having a Full Year Off07:00 - The Transition to 70kg10:00 - Cardenas & Bryce Wins11:30 - Takeaways from Finals with Green14:00 - Best of 3 Series at Final X16:45 - Focusing on Green vs World Competition19:00 - Only 26, But Already 2622:30 - Being the Old Guy23:00 - PJ Duke Story24:30 - Inspiration in the Young Guys29:00 - Mindset Focus33:00 - Evolving at This Point in Your Career34:15 - Thoughts on Current State of Team USA39:00 - Impact of Guys Wrestling for Other Countries45:45 - NIL's Impact on RTC's58:00 - Simon Ruiz Story01:00:50 - Fan Q&ATweet us and send us messages with questions and general thoughts! Be sure to SUBSCRIBE to the podcast and go through the archives to hear more great stories.Support the show & leave a 5-star rating and review on Apple Podcasts, and shop some apparel on BASCHAMANIA.com! For all partnership and sponsorship inquiries, email info@baschamania.com.BASCHAMANIA is a Basch Solutions Production. Learn more about Basch Solutions at BaschSolutions.com.SUBSCRIBE ON YOUTUBE! https://www.youtube.com/@JustinBaschCONNECT ON X/TWITTER:TWITTER: http://www.twitter.com/justinjbaschINSTAGRAM: http://www.instagram.com/jbasch
Octobre 2006, dans les studios de RTC, la chaîne locale liégeoise, c'est petits fours et sandwiches mous. Les résultats des élections communales sont connus. Les femmes et les hommes politiques défilent. Michel Daerden, arrive, tout content d'avoir triomphé à Ans. Il aperçoit une caméra de la RTBF. Il exige de la journaliste de pouvoir passer à l'antenne immédiatement. Menaçant, insultant il devra pourtant attendre son tour. Mais quand il viendra, une minute et trois secondes vont le faire entrer dans une autre dimension. Visiblement ivre Michel Daerden, évoque des "grraaands accooords", un "scoooore extraaaaordinaire". Sa prestation prête à sourire. On se moque gentiment de son côté clown. Il se rend ensuite sur le plateau de RTC, la chaîne locale. Il est interrogé au côté de son fils Frédéric Daerden. Entre les deux passages, il enfile quelques verres de rouge supplémentaires. Sur RTC Michel Daerden dissipe les quelques doutes qui restaient, il est bien ivre. Il explique un score plus élevé que prévu par les sondages : "Le Monde de gauche comprend tout ce que j'ai fait pour lui". Quand il cherche à expliquer le score de son fils, il parvient à peine à prononcer le mot "Frédéric". Invités : François Brabant, rédacteur en chef de WIlfried. Auteur de “Histoire secrète du PS liégeois”, véritable saga qui replace la mythologie liégeoise. Louis Maraite ancien rédacteur en chef de La Meuse, désormais élu MR. Fin connaisseur de la politique liégeoise, il a écrit un livre sur la Daerdenmania Présentation : Bertrand Henne et Hélène Maquet Réalisation : Jonathan RemyMerci pour votre écouteL'Histoire Continue c'est également en direct tous les samedis de 9h à 10h sur www.rtbf.be/lapremiere Retrouvez l'ensemble des épisodes de l'Histoire Continue sur notre plateforme Auvio.behttps://auvio.rtbf.be/emission/l-histoire-continue-19690 Et si vous avez apprécié ce podcast, n'hésitez pas à nous donner des étoiles ou des commentaires, cela nous aide à le faire connaître plus largement. Intéressés par l'histoire ? Vous pourriez également aimer nos autres podcasts : Un jour dans l'Histoire : https://audmns.com/gXJWXoQL'heure H : https://audmns.com/YagLLiKEt sa version à écouter en famille : La Mini Heure H https://audmns.com/YagLLiKVous pourriez également apprécier ces podcasts de la RTBF: Un jour dans le sport : https://audmns.com/decnhFkAinsi que nos séries historiques :Chili, le Pays de mes Histoires : https://audmns.com/XHbnevhD-Day : https://audmns.com/JWRdPYIJoséphine Baker : https://audmns.com/wCfhoEwLa folle histoire de l'aviation : https://audmns.com/xAWjyWCLes Jeux Olympiques, l'étonnant miroir de notre Histoire : https://audmns.com/ZEIihzZMarguerite, la Voix d'une Résistante : https://audmns.com/zFDehnENapoléon, le crépuscule de l'Aigle : https://audmns.com/DcdnIUnSous le sable des Pyramides : https://audmns.com/rXfVppvN'oubliez pas de vous y abonner pour ne rien manquer.Et si vous avez apprécié ce podcast, n'hésitez pas à nous donner des étoiles ou des commentaires, cela nous aide à le faire connaître plus largement. Distribué par Audiomeans. Visitez audiomeans.fr/politique-de-confidentialite pour plus d'informations.
Jason Brink is the CEO and co-founder of Datagram, a decentralized real-time communication (RTC) infrastructure platform that leverages underutilized network resources to provide secure, scalable, and cost-effective communication solutions. Why you should listen Datagram is a decentralized real-time communication (RTC) infrastructure platform that leverages underutilized resources to provide scalable and cost-effective connectivity solutions. It operates as a DePIN (Decentralized Physical Infrastructure Network) baselayer, utilizing an AI-driven, Hyper-Fabric Network to enable fast and scalable connectivity across various applications, including gaming, AI, and telecom. By unifying idle hardware bandwidth into a global decentralized network, Datagram delivers fast, secure, and scalable connectivity for modern internet applications. One of the key features of Datagram is its AI-driven coordination, which dynamically optimizes traffic, congestion control, and scalability while predicting traffic patterns to balance network loads for peak efficiency. This ensures that the network can adapt to varying demands and maintain optimal performance. Additionally, Datagram offers cross-network interoperability through standardized DePIN cross-network communication, ensuring seamless interoperability, improved efficiency, and optimal resource utilization while scaling effortlessly. Datagram's decentralized architecture eliminates the need for central servers, reducing the risk of single points of failure and enhancing privacy and security. It provides a multifunctional platform with RTC, CDN, GPU compute, and storage functionalities, supporting mission-critical connectivity across the next generation of digital applications. Use cases include distributing AI/ML workloads, enabling seamless real-time audio and video communication, powering multiplayer gaming with ultra-low latency, and accelerating content delivery through a global node network. Supporting links Stabull Finance Datagram Andy on Twitter Brave New Coin on Twitter Brave New Coin If you enjoyed the show please subscribe to the Crypto Conversation and give us a 5-star rating and a positive review in whatever podcast app you are using.
Reddit Talks Clash: The Official Clash of Clans Subreddit Podcast
That's right, you can now support RTC by using code "coolrick" or code "spencer" while buying anything in any Supercell Game. This episode we also talk Gold Rush, WWE Event Troops, and if meta shakeups are good for Clash of Clans. Creator Code Links:https://store.supercell.com/en?boost=coolrickhttps://store.supercell.com/en?boost=spencerTimestamps:(00:00) We got Creator Codes!(05:29) Gold Rush Event(08:45) Cheating the Event, Shame!(18:00) WWE Collaboration(25:10) Are the Meta Shakeups Good for Clash?(33:24) Listener Questions(48:36) Shoutouts
In this episode of Without Compromise we sit down with Ryan Chao, President of Rails to Trails Conservancy (RTC), to explore the transformative power of trails, not just as places to recreate, but as vital community infrastructure. With a background in architecture and community development, Ryan shares how his personal journey led him to advocate for a nation connected by trails. From biking and skiing with his family to navigating policy and equity challenges, Ryan offers a compelling look at how trails support health, economic opportunity, and environmental resilience across urban, rural, and suburban communities alike.We also dive into Celebrate Trails Day and RTC's partnership with Athletic Brewing through the Two for the Trails program, Athletic's cornerstone initiative that supports trails across the country and world. Whether you're a lifelong trail user or just starting to explore the outdoors, this conversation will leave you inspired to get involved and advocate for accessible, connected open spaces for all.
In this episode, Eric Goldstein and Trico Fullerton sit down with The Ranch Hand & Head Trainer of the 1CW Dojo in Delaware, Shawn Carlson. We talk about all the craziness that happened during WrestleMania Week, how Bryan Idol has been a huge influence to him, and much, much more!Please stay up to date with everything going on in the community. Subscribe to our website at Respectthecombat.com to keep up to date with all the news and latest episodes of RTC that are being released!
In this episode, Eric sits down with social media sensation and Indie Wrestling Star, Big Trouble Ben Bishop. We discuss all the craziness going down during Wrestlemania Week, as well as how social media has helped elevate his career, as well as his 2025 so far.Please stay up to date with everything going on in the community. Subscribe to our website at Respectthecombat.com to keep up to date with all the news and latest episodes of RTC that are being released!
This week on Transit Unplugged, Paul visits Las Vegas to talk with M.J. Maynard, CEO of the Regional Transportation Commission of Southern Nevada (RTC). From managing traffic for massive events like the Las Vegas Marathon and Formula 1, to running one of the busiest bus-only transit systems in the U.S., M.J. gives us a behind-the-scenes look at what makes RTC truly unique.Unlike most transit agencies, RTC operates as a centralized hub for mobility—housing the region's public transit provider, the Metropolitan Planning Organization (MPO), traffic management, roadway funding agency, and even bike share operations all under one roof. That structure gives the team unmatched agility when responding to evolving transportation needs, especially in a region that's booming with mega-events and economic growth.Paul and M.J. ride the Deuce on the Strip, visit RTC's award-winning Mobility Training Center, and explore how this consolidated model creates real-time solutions for residents and tourists alike. With a focus on equity, connectivity, and serving both locals and tourists, M.J. shows how Las Vegas moves the masses—and why other regions are taking notes.Transit Unplugged is brought to you by Modaxohttps://www.modaxo.com Host & Producer: Paul Comfort Podcast Editor & Newsletter Guy: Chris O'Keeffe Executive Producer: Julie GatesSpecial thanks to: Tina Olagundoye – Brand Design Tatyana Mechkarova – Social MediaGot a question or comment? Email us at info@transitunplugged.com Subscribe to the Transit Unplugged Newsletter:https://transitunplugged.com/subscribe-to-the-transit-unplugged-newsletter/Disclaimer:The views and opinions expressed in this program are those of the guests, and do not necessarily reflect the views or positions of Modaxo Inc., its affiliates or subsidiaries, or any entities they represent (“Modaxo”). This production belongs to Modaxo and may contain information that may be subject to trademark, copyright, or other intellectual property rights and restrictions. This production provides general information and should not be relied on as legal advice or opinion. Modaxo specifically disclaims all warranties, express or implied, and will not be liable for any losses, claims, or damages arising from the use of this presentation, from any material contained in it, or from any action or decision taken in response to it.
In this episode, Eric Goldstein and Trico Fullerton Sit down with World Wrestling Network Ring Announcer, Michael James. We talked about Giulia returning to NXT, Talk a little old school Attitude Era, as well as talk how Michael broke into the business initially.Please stay up to date with everything going on in the community, Subscribe to our website at Respectthecombat.com to keep up to date with all the news and latest episodes of RTC that are being released!
In this episode, Eric Goldstein and Irving Ortiz Sit down with GTS Youtube Legendary Heavyweight Champion, Radley Belmont. We talk about Fenix debuting for WWE, as well as the craziness that has gone down in his career, including an "unofficial" title change at Denny's!Please stay up to date with everything going on in the community, Subscribe to our website at Respectthecombat.com to keep up to date with all the news and latest episodes of RTC that are being released!
Send us a textWe uncover how Scientology is systematically erasing evidence of David Miscavige's control structure, including the recent removal of "Matters of RTC Concern" from their official websites after decades of existence.• The RTC "triangle" on Scientology org boards has been quietly removed, eliminating visual evidence of how David Miscavige can bypass all command channels• Scientology's pattern of revisionism includes erasing knowledge of FBI raids and high-profile departures within the organization• Int Base manufacturing was relocated to Los Angeles to counter human trafficking allegations after our lawsuit highlighted staff living and working in the same location• Weekly room inspections called "Clean Ship Program" allowed Ethics Officers to search personal belongings under the guise of cleanliness checks• Security at Int Base confiscated personal items, including night vision goggles found by Marc, with guards known to cherry-pick possessions from people who escaped• Scientology manipulates immigration status and work permits to control international Sea Org members, leaving them vulnerable if they attempt to leaveIf you have questions about Scientology secrets you'd like us to explore in future episodes, email claire@blownforgood.com or leave a comment on this video.Support the showBFG Store - http://blownforgood-shop.fourthwall.com/Blown For Good on Audible - https://www.amazon.com/Blown-for-Good-Marc-Headley-audiobook/dp/B07GC6ZKGQ/ref=tmm_aud_swatch_0?_encoding=UTF8&qid=&sr=Blown For Good Website: http://blownforgood.com/PODCAST INFO:Podcast website: https://www.buzzsprout.com/2131160 Apple Podcasts: https://podcasts.apple.com/us/podcast/blown-for-good-behind-the-iron-curtain-of-scientology/id1671284503 RSS: https://feeds.buzzsprout.com/2131160.rss YOUTUBE PLAYLISTS: Spy Files Playlist: https://www.youtube.com/playlist?list=PLWtJfniWLwq4cA-e...
This week on the RTC Weekly Download: Soap Operas from RTC's own "Soaptime" lineup
In this episode, Eric, Trico, & Irving discuss all the craziness that has gone down this past week, including our exclusive one-on-one interview with TJ Brady. We discuss his first full year in pro wrestling, the collection of gold he has acquired, and KSP Media. Please stay up to date with everything going on in the community, Subscribe to our website at Respectthecombat.com to keep up to date with all the news and latest episodes of RTC that are being released!
VP Vance says courts “aren't allowed” to overrule Trump's executive orders or block policies Read more below: https://www.forbes.com/sites/alisondurkee/2025/02/09/jd-vance-suggests-judges-arent-allowed-to-control-trump-after-courts-block-his-policies/ LEGAL ANALYST/AUTHOR: John O'Connor, is author of Postgate: How the Washington Post Betrayed Deep Throat, Covered Up Watergate, and Began Today's Partisan Advocacy Journalism He served as an Assistant U.S. Attorney in Northern California representing the United States in both criminal and civil cases. Deep Throat's lawyer discovers the Washington Post betrayed his client—while covering up the real truth about the Watergate scandal. The conventional wisdom of Watergate is turned on its head by Postgate, revealing that the Post did not uncover Watergate as much as it covered it up. The Nixon Administration, itself involved in a coverup, was the victim of a journalistic smokescreen that prevented mitigation of its criminal guilt. As a result of the paper's successful misdirection, today's strikingly deceptive partisan journalism can be laid at the doorstep of the Washington Post. After Deep Throat's lawyer, author John O'Connor, discovered that the Post had betrayed his client while covering up the truth about Watergate, his indefatigable research resulted in Postgate, a profoundly shocking tale of journalistic deceit. In an era when numerous modern media outlets rail about the guilt of their political enemies for speaking untruths, Postgate proves that the media can often credibly be viewed as the party actually guilty of deception. Americans today mistrust the major media more than ever. Postgate will prove that this distrust is richly deserved. BOOK: BIO: John O'Connor is an experienced trial lawyer, practicing law in San Francisco since 1972. He has tried cases in state and federal court throughout the country. He served as an Assistant U.S. Attorney in Northern California from 1974-1979, representing the United States in both criminal and civil cases. Among his interesting assignments have been representation of the government during the OPEC oil embargo of the 1970s; writing Fifth Amendment and “state of mind” briefs for the prosecution in United States v. Patricia Hearst; representing the FDIC, FSLC and RTC during the savings and loan crisis of the late 1980s and early 1990s; representing California Attorney General Dan Lungren in campaign-related litigation; defending
Reddit Talks Clash: The Official Clash of Clans Subreddit Podcast
We react and discuss what is possible the best Quality of Life update ever to come to Clash of Clans - Removal of Training Time and Hero Recovery Time. Discussion is kind of all over so forgive the non-exhaustive chapter links. This might just be the most positive RTC of all time...Full News and Discussion on RedditTimestamps:(00:00) Intro and Initial Reactions(02:52) The "Why" of it(04:16) Changes to Force Quitting(10:34) Are there Drawbacks? (not really)(13:19) Snapshot Bases(15:39) How Donations Are Changing(19:04) More Snapshot(25:15) Training Potions and Gem Economy(30:09) Audience Questions
The Regional Transportation Commission (RTC) is the agency that handles much of how we get around in Reno. They design and execute road projects, manage our local public transit, and very soon they will be installing bike infrastructure along several major streets downtown to create the Biggest Little Bike Network. Today on the show, we welcome Sara Going, Project Manager at RTC for the Biggest Little Bike Project, to talk about these upcoming street improvements, how they affect local businesses, connecting different neighborhoods, creating safety (and a feeling of safety) for bike riders and all users of the road, what was learned from 2022's micro-mobility pilot project, planned replacement of structurally deficient bridges, and so much more! If you enjoy this episode and would like to support Renoites financially, your generous contribution is incredibly appreciated. You can learn more and sign up to help this ad-free, locally-oriented project continue on into the future. Learn more at http://www.renoites.com Thank you so much for listening! If you have guest suggestions, comments, feedback, or questions for an upcoming mailbag/Q&A episode, send them over to conor@renoites.com or connect with me on social media. Links can be found at http://www.renoites.com
We used to stock a PiCam Module (https://www.adafruit.com/product/5247) that would plug into a Pi CM4 or CM5 - recently we went to restock it, but the vendor hasn't replied to our emails for many months. So, it could be a good time for us to design something that works similarly but with more capabilities. So we tasked Timon (https://github.com/timonsku) with designing something for us - we just said, "Make the best thing ya can," and he delivered! Check this board out that plugs onto the compute module and provides many great accessories: USB connection for bootloading/USB gadget, USB 3.0 host type A for CM5, micro HDMI, micro SD card for data storage on 'Lite modules, camera connection, and mount, two DSI connectors, fan connect, Stemma QT / Qwiic connection, and RTC battery. There's one shutdown button for CM5 and two GPIO buttons plus one LED. Timon's gonna try to add an EYESPI connector for our next rendering so we can get some I2C/SPI/PWM outputs easily. What do you think? We wanted to keep it compact and not too pricey (aiming for under $30 cost. We'll see if we can get it there) but were able to craft fairly complex projects in a small space. Visit the Adafruit shop online - http://www.adafruit.com ----------------------------------------- LIVE CHAT IS HERE! http://adafru.it/discord Subscribe to Adafruit on YouTube: http://adafru.it/subscribe New tutorials on the Adafruit Learning System: http://learn.adafruit.com/ ----------------------------------------- #raspberrypi #camera #tech
Reddit Talks Clash: The Official Clash of Clans Subreddit Podcast
Talkin about the December happenings as well as a look back at TH16's legacy and how we did as a podcast across 2024. Links: Sound Clash - A Clash Podcast Museum on Discord Sam's most embarrassing fail. Timestamps: (00:00) Intro (02:13) Christmas Present Fiasco (10:00) The Trophy Glitch (12:58) December Event and Electro Boots (22:56) TH16 Retrospective (33:48) RTC's Season 3 Stats (44:35) Listener Questions (52:36) Shoutouts
The TeacherCast Podcast – The TeacherCast Educational Network
In this episode, Jeffrey Bradbury and Diane Manser discuss the importance of increasing female representation in the technology sector with Sue Harnett, founder of Rewriting the Code. They explore the challenges women face in tech education, the significance of community support, and the role of tech companies in fostering diversity. The conversation emphasizes the need for mentorship, the importance of representation, and strategies to encourage young women to pursue careers in technology. This podcast episode emphasizes the need for building networks and community to empower young women in their career paths, ultimately highlighting the positive impact of these initiatives on their confidence and success in the tech industry. If you are a new listener to TeacherCast, we would love to hear from you. Please visit our Contact Page and let us know how we can help you today! To get our weekly Instructional Coaching Tips sent right to your inbox, please subscribe to our weekly newsletter. In This Episode … The critical need for women in tech, and WHY itʻs essential to encourage and foster their interest in STEM and technology early. The numbers show that 40-45 percent of introductory computer science and engineering students are women. But only two courses later, half of the women have disappeared. Furthermore, 50 percent of early career STEM women are abandoning the field by age 35. The importance of women-in-tech organizations, and the support/funding for these. Recently, Women Who Code and Girls in Tech (somewhat similar nonprofits) announced their closures, sparking major concerns about stalled progress on increasing diversity in the tech industry. RTC fosters three vibrant racially-affirming women communities: “Latinas de RTC,” “Tech Natives”, and “Black Wings”, providing support, community and resources for these groups as they navigate their college tech journeys. In 2023, Black women represented only 2.2 percent of people in tech, and Latina women only 1.9 percent. Black, Latina, and Indigenous women receiving computing degrees have decreased by 40 percent over the past decade to 4 percent combined. With partner Goldman Sachs, RTC created a $1.5M collaborative Women in Tech fund that invests in degree completion for undergrad women in computing, providing rapid-response grants to close the graduation gap for low-income students. Conversation Takeaways Women represent only 18% of computer science graduates. Many women drop out of tech courses due to feeling of not belonging. Rewriting the Code supports 30,000 women in tech. Community and mentorship are crucial for retention. Tech companies need to recognize their role in diversity. Every company is a tech company now. Building trust is essential for underrepresented groups. Diverse teams lead to better outcomes. Encouragement should start as early as preschool. Representation matters in tech education. Career paths should not be limited by gender. Fostering curiosity in children is crucial for their development. Role models play a significant role in inspiring...
Real Talk Christian Podcast brings you A Christmas Carol: Audio Drama. This audio drama was done by Chris Fuller as a way to help continue to bring stories to life for his kids. He decided that it would be a great Christmas gift to all of those who love this story as much as RTC does. Please enjoy this story of Ebenezer Scrooge, and his Christmas Eve journey from a greedy and selfish, to an all new man, as he discovers what Christmas is about. Merry Christmas from all of us at Real Talk Christian Podcast.
Show Notes:: In this special thanksgiving episode of Real Talk Christian Podcast, Marc Hyde and Chris Fuller reach out to the RTC online community on Facebook to talk about their family traditions. It may give you a few ideas of your own. So as your prepare for this day we give thanks to God, relax and listen in on this special episode. //Other Episode You Might Enjoy// 077: Does God Choose Us or Do We Choose God?: https://realtalkchristianpodcast.com/episodes/077-does-god-choose-us-or-do-we-choose-god/ 069: I Know God Loves Me, but Does God Like Me?: https://realtalkchristianpodcast.com/episodes/069-i-know-god-loves-me-but-does-god-like-me/ 019: When the Church Hurts You: https://realtalkchristianpodcast.com/episodes/019-when-the-church-hurts-you/ 015: Conversation with Paul Lindgreen: https://realtalkchristianpodcast.com/episodes/015-conversation-with-paul-lindgreen/ 001: Does my past effect my future?: https://realtalkchristianpodcast.com/episodes/001-does-my-past-effect-my-future/ // Helpful Links // https://www.youtube.com/@realtalkchristianpodcast The Christian Standard Bible: https://bit.ly/3rulKqi Lifeway Christian Resources: https://bit.ly/3qka4Wv Got Questions?: https://bit.ly/3vSMJfq Dwell Bible App: https://bit.ly/3zUYq8E Cross Formed Kids from Ryan Coatney: https://bit.ly/3h19isZ RTC Quick Links: https://linktr.ee/realtalkchristianpodcast RTC Online: www.realtalkchristianpodcast.com Twin Valley Coffee: https://www.coffeehelpingmissions.com Revive festival : Music Festival | En Gedi Music Fest | Leonidas, MI (myrevivefest.com) Toccoa Coffee:https://toccoacoffee.com RTC Merch-https://rtcpodcast.redbubble.com
Fretz is joined by Mr. YLP of the Young Lion's Perspective to review Survivor Series 2000. Peak Attitude Era goodness right here. Featuring: the PPV debut of Molly Holly, Rock vs Rikishi, Kurt Angle vs The Undertaker, Eric Angle, RTC and more. Listen to the pure off topic shinanigans of Little Nicky, XFL and NFL Europe. Follow Zach @YLPerspective on Twitter Follow Fretz on Twitter/Instagram/BlueSky/Threads @Fretzlemania https://bsky.app/profile/fretzlemania.bsky.social linktr.ee/fretzlemania Follow WAR on Twitter @Addict_Wrestle Follow WAR on Instagram @wrestleaddictradio Buy Fretz's Merch: https://fretzlemania.creator-spring.com/ Buy WAR Merch: https://wrestle-addict-radio.creator-spring.com/ Join our Discord Server: https://discord.gg/hWUGvp85 Wrestle Addict Radio, the cure for the common wrestling podcast
In this episode we discuss: What Layne Norton is missing regarding seed oils What we think of Liver King's steroid use and how this relates to fitness culture and unhealthy body image Ben Bikman's complete misapplication of a study regarding blood sugar and insulin resistance Jay's response to Thomas DeLauer regarding omega-3s and cod liver oil Check out the Energy Balance Solution program here: https://www.jayfeldmanwellness.com/solution/ Download the Free Energy Balance Food Guide here: https://www.jayfeldmanwellness.com/guide/ Danny's Telegram: https://t.me/dannyroddy Timestamps: 0:00 – intro 0:28 – Andrew Huberman and Layne Norton on whether seed oils are inherently harmful 4:18 – why Layne Norton's "calories-only" view is flawed, as it ignores how the type of food actually affects our bodies 9:58 – whether animal studies are useful in nutritional research, or if only human randomized control trials (RTC) should be considered 15:57 – problematic assumptions and biases in nutritional research and how they can shape research outcomes 20:59 – why the reported health benefits of polyunsaturated fats in research are misleading and harmful 26:54 – the connection between chronic disease and polyunsaturated fats, and how focusing solely on calories relieves the food industry of responsibility for health outcomes 31:43 – Liver King's self-esteem, body image struggles, steroid use, health risks, and why his apology was commendable 41:36 – why cultural standards for physical appearances are unrealistic, unhealthy, and can lead to conflating steroid-enhanced bodies for genuine health 51:12 – health risks associated with steroid-use and having too much muscle mass 1:00:34 – Thomas Delauer and Derek from moreplatesmoredates discuss omega-3s 1:06:21 – whether the antioxidants in fish oil are worth the damage caused by lipid peroxidation 1:10:54 – whether cod liver oil is any better than fish oil 1:17:11 – how to effectively hydrate your cells and the importance of getting enough salt 1:24:44 – why consuming a lot of plain water without electrolytes actually impairs hydration, contributing to increased swelling, increased stress, and impaired energy production 1:32:38 – the importance of getting adequate potassium in addition to salt intake 1:38:03 – factors that may increase your need for water 1:40:02 – what Ben Bikman misses when it comes to blood glucose and insulin resistance 1:48:15 – the true relationship between insulin and blood sugar regulation 1:54:30 – Ben Bikman misapplies this study: it does not support that carbohydrates cause insulin resistance 2:00:38 – creating content in the health sphere, choosing high quality foods, and the benefits of tracking food (using Cronometer or another similar app)
While Las Vegas residents say they want mass transit, many seem reluctant to use the public transit system that already exists. Co-host Dayvid Figler talks to MJ Maynard, CEO of the Regional Transportation Commission, about common misconceptions and public safety concerns around the city's public transportation, where the RTC is unique on the national transit scene, whether light rail would succeed, and why there aren't more convenient connections to the airport. If you enjoyed the interview with Kelly Ford, the founder of KellySOMM, learn more here. Learn more about the other sponsors of this November 19th episode: Wineaux Enchant Las Vegas Want to get in touch? Follow us @CityCastVegas on Instagram, or email us at lasvegas@citycast.fm. You can also call or text us at 702-514-0719. For more Las Vegas news, make sure to sign up for our morning newsletter, Hey Las Vegas. Looking to advertise on City Cast Las Vegas? Check out our options for podcast and newsletter ads at citycast.fm/advertise. Learn more about your ad choices. Visit megaphone.fm/adchoices
In this mystical guest episode, Emily interviews Ashley Gureckas, DKATI, RTC, RP(Qualifying), is a Professional Canadian art therapist and the founder of Discover Art Therapy. A graduate of the Kutenai Art Therapy Institute in Nelson, British Columbia, she holds a master's-level diploma in Art Therapy. Ashleigh is committed to a holistic, trauma-informed, and relational approach that integrates mindfulness, neuroscience, and somatic experiencing.Inspired by her own creative journey, Ashleigh helps individuals transform darkness into light through art. She offers individual and group art therapy services both in-person and online, focusing on mind, body and spiritual healing. Her passion extends to supporting other holistic practitioners in their self-care practices. Through her Instagram platform, @discoverarttherapy, Ashleigh educates and inspires with workshops and content that highlight the transformative power of creativity for self-expression, emotional regulation, and mental health. Her mission is to help others find and shine their inner light, bringing more sunshine into the world.This episode is all about art, creativity, and using art therapy to unlock your intuition and connection with your higher self. In this episode, Ashleigh shares her accelerated spiritual journey, moving across the world, and beginning art therapy school to become the successful art therapist that she is today. We learn about how Ashleigh followed her intuition every step of the way and how a quiet cabin out in nature helped her connect inwards and began her path of applying to art therapy school. We also hear how her experience receiving art therapy in school helped her prepare herself for what was to come after: losing her father and navigating loss and grief. We learn so much about art therapy along the way, the foundational principles, theories, psychology, science and more as well as how to start working with art and unlocking your creativity in your everyday life. We chat about the deeper spiritual nature of this incredible therapeutic practice and tips and tricks for getting started as well as following your intuition to find your purpose and become your Higher Self, just like Ashleigh did. – Connect with Ashleigh: Instagram: https://www.instagram.com/discoverarttherapy/ Website: https://stan.store/discoverarttherapy Make Space Art Studio: https://stan.store/discoverarttherapy/p/the-make-space-your-online-creative-community — Leave a 5 Star Review and Send a Screenshot to: teamemilythemystic@gmail.com for a free month of the membership! — Connect with Emily: Find her on Instagram: https://www.instagram.com/emilythemystic/ YouTube: https://www.youtube.com/emilythemystic Website and offerings: https://www.emilythemystic.com/ Schedule a session with Emily: https://calendly.com/emilyloganlewis Join the Membership: https://www.emilythemystic.com/membership FREE Meditations and Intuition Activator Challenge: https://www.emilythemystic.com/free-resources Akashic Records Training: https://www.emilythemystic.com/akashic-records-training
We all have fond memories of the first Dev Day in 2023:and the blip that followed soon after. As Ben Thompson has noted, this year's DevDay took a quieter, more intimate tone. No Satya, no livestream, (slightly fewer people?). Instead of putting ChatGPT announcements in DevDay as in 2023, o1 was announced 2 weeks prior, and DevDay 2024 was reserved purely for developer-facing API announcements, primarily the Realtime API, Vision Finetuning, Prompt Caching, and Model Distillation.However the larger venue and more spread out schedule did allow a lot more hallway conversations with attendees as well as more community presentations including our recent guest Alistair Pullen of Cosine as well as deeper dives from OpenAI including our recent guest Michelle Pokrass of the API Team. Thanks to OpenAI's warm collaboration (we particularly want to thank Lindsay McCallum Rémy!), we managed to record exclusive interviews with many of the main presenters of both the keynotes and breakout sessions. We present them in full in today's episode, together with a full lightly edited Q&A with Sam Altman.Show notes and related resourcesSome of these used in the final audio episode below* Simon Willison Live Blog* swyx live tweets and videos* Greg Kamradt coverage of Structured Output session, Scaling LLM Apps session* Fireside Chat Q&A with Sam AltmanTimestamps* [00:00:00] Intro by Suno.ai* [00:01:23] NotebookLM Recap of DevDay* [00:09:25] Ilan's Strawberry Demo with Realtime Voice Function Calling* [00:19:16] Olivier Godement, Head of Product, OpenAI* [00:36:57] Romain Huet, Head of DX, OpenAI* [00:47:08] Michelle Pokrass, API Tech Lead at OpenAI ft. Simon Willison* [01:04:45] Alistair Pullen, CEO, Cosine (Genie)* [01:18:31] Sam Altman + Kevin Weill Q&A* [02:03:07] Notebook LM Recap of PodcastTranscript[00:00:00] Suno AI: Under dev daylights, code ignites. Real time voice streams reach new heights. O1 and GPT, 4. 0 in flight. Fine tune the future, data in sight. Schema sync up, outputs precise. Distill the models, efficiency splice.[00:00:33] AI Charlie: Happy October. This is your AI co host, Charlie. One of our longest standing traditions is covering major AI and ML conferences in podcast format. Delving, yes delving, into the vibes of what it is like to be there stitched in with short samples of conversations with key players, just to help you feel like you were there.[00:00:54] AI Charlie: Covering this year's Dev Day was significantly more challenging because we were all requested not to record the opening keynotes. So, in place of the opening keynotes, we had the viral notebook LM Deep Dive crew, my new AI podcast nemesis, Give you a seven minute recap of everything that was announced.[00:01:15] AI Charlie: Of course, you can also check the show notes for details. I'll then come back with an explainer of all the interviews we have for you today. Watch out and take care.[00:01:23] NotebookLM Recap of DevDay[00:01:23] NotebookLM: All right, so we've got a pretty hefty stack of articles and blog posts here all about open ais. Dev day 2024.[00:01:32] NotebookLM 2: Yeah, lots to dig into there.[00:01:34] NotebookLM 2: Seems[00:01:34] NotebookLM: like you're really interested in what's new with AI.[00:01:36] NotebookLM 2: Definitely. And it seems like OpenAI had a lot to announce. New tools, changes to the company. It's a lot.[00:01:43] NotebookLM: It is. And especially since you're interested in how AI can be used in the real world, you know, practical applications, we'll focus on that.[00:01:51] NotebookLM: Perfect. Like, for example, this Real time API, they announced that, right? That seems like a big deal if we want AI to sound, well, less like a robot.[00:01:59] NotebookLM 2: It could be huge. The real time API could completely change how we, like, interact with AI. Like, imagine if your voice assistant could actually handle it if you interrupted it.[00:02:08] NotebookLM: Or, like, have an actual conversation.[00:02:10] NotebookLM 2: Right, not just these clunky back and forth things we're used to.[00:02:14] NotebookLM: And they actually showed it off, didn't they? I read something about a travel app, one for languages. Even one where the AI ordered takeout.[00:02:21] NotebookLM 2: Those demos were really interesting, and I think they show how this real time API can be used in so many ways.[00:02:28] NotebookLM 2: And the tech behind it is fascinating, by the way. It uses persistent WebSocket connections and this thing called function calling, so it can respond in real time.[00:02:38] NotebookLM: So the function calling thing, that sounds kind of complicated. Can you, like, explain how that works?[00:02:42] NotebookLM 2: So imagine giving the AI Access to this whole toolbox, right?[00:02:46] NotebookLM 2: Information, capabilities, all sorts of things. Okay. So take the travel agent demo, for example. With function calling, the AI can pull up details, let's say about Fort Mason, right, from some database. Like nearby restaurants, stuff like that.[00:02:59] NotebookLM: Ah, I get it. So instead of being limited to what it already knows, It can go and find the information it needs, like a human travel agent would.[00:03:07] NotebookLM 2: Precisely. And someone on Hacker News pointed out a cool detail. The API actually gives you a text version of what's being said. So you can store that, analyze it.[00:03:17] NotebookLM: That's smart. It seems like OpenAI put a lot of thought into making this API easy for developers to use. But, while we're on OpenAI, you know, Besides their tech, there's been some news about, like, internal changes, too.[00:03:30] NotebookLM: Didn't they say they're moving away from being a non profit?[00:03:32] NotebookLM 2: They did. And it's got everyone talking. It's a major shift. And it's only natural for people to wonder how that'll change things for OpenAI in the future. I mean, there are definitely some valid questions about this move to for profit. Like, will they have more money for research now?[00:03:46] NotebookLM 2: Probably. But will they, you know, care as much about making sure AI benefits everyone?[00:03:51] NotebookLM: Yeah, that's the big question, especially with all the, like, the leadership changes happening at OpenAI too, right? I read that their Chief Research Officer left, and their VP of Research, and even their CTO.[00:04:03] NotebookLM 2: It's true. A lot of people are connecting those departures with the changes in OpenAI's structure.[00:04:08] NotebookLM: And I guess it makes you wonder what's going on behind the scenes. But they are still putting out new stuff. Like this whole fine tuning thing really caught my eye.[00:04:17] NotebookLM 2: Right, fine tuning. It's essentially taking a pre trained AI model. And, like, customizing it.[00:04:23] NotebookLM: So instead of a general AI, you get one that's tailored for a specific job.[00:04:27] NotebookLM 2: Exactly. And that opens up so many possibilities, especially for businesses. Imagine you could train an AI on your company's data, you know, like how you communicate your brand guidelines.[00:04:37] NotebookLM: So it's like having an AI that's specifically trained for your company?[00:04:41] NotebookLM 2: That's the idea.[00:04:41] NotebookLM: And they're doing it with images now, too, right?[00:04:44] NotebookLM: Fine tuning with vision is what they called it.[00:04:46] NotebookLM 2: It's pretty incredible what they're doing with that, especially in fields like medicine.[00:04:50] NotebookLM: Like using AI to help doctors make diagnoses.[00:04:52] NotebookLM 2: Exactly. And AI could be trained on thousands of medical images, right? And then it could potentially spot things that even a trained doctor might miss.[00:05:03] NotebookLM: That's kind of scary, to be honest. What if it gets it wrong?[00:05:06] NotebookLM 2: Well, the idea isn't to replace doctors, but to give them another tool, you know, help them make better decisions.[00:05:12] NotebookLM: Okay, that makes sense. But training these AI models must be really expensive.[00:05:17] NotebookLM 2: It can be. All those tokens add up. But OpenAI announced something called automatic prompt caching.[00:05:23] Alex Volkov: Automatic what now? I don't think I came across that.[00:05:26] NotebookLM 2: So basically, if your AI sees a prompt that it's already seen before, OpenAI will give you a discount.[00:05:31] NotebookLM: Huh. Like a frequent buyer program for AI.[00:05:35] NotebookLM 2: Kind of, yeah. It's good that they're trying to make it more affordable. And they're also doing something called model distillation.[00:05:41] NotebookLM: Okay, now you're just using big words to sound smart. What's that?[00:05:45] NotebookLM 2: Think of it like like a recipe, right? You can take a really complex recipe and break it down to the essential parts.[00:05:50] NotebookLM: Make it simpler, but it still tastes the same.[00:05:53] NotebookLM 2: Yeah. And that's what model distillation is. You take a big, powerful AI model and create a smaller, more efficient version.[00:06:00] NotebookLM: So it's like lighter weight, but still just as capable.[00:06:03] NotebookLM 2: Exactly. And that means more people can actually use these powerful tools. They don't need, like, a supercomputer to run them.[00:06:10] NotebookLM: So they're making AI more accessible. That's great.[00:06:13] NotebookLM 2: It is. And speaking of powerful tools, they also talked about their new O1 model.[00:06:18] NotebookLM 2: That's the one they've been hyping up. The one that's supposed to be this big leap forward.[00:06:22] NotebookLM: Yeah, O1. It sounds pretty futuristic. Like, from what I read, it's not just a bigger, better language model.[00:06:28] NotebookLM 2: Right. It's a different porch.[00:06:29] NotebookLM: They're saying it can, like, actually reason, right? Think.[00:06:33] NotebookLM 2: It's trained differently.[00:06:34] NotebookLM 2: They used reinforcement learning with O1.[00:06:36] NotebookLM: So it's not just finding patterns in the data it's seen before.[00:06:40] NotebookLM 2: Not just that. It can actually learn from its mistakes. Get better at solving problems.[00:06:46] NotebookLM: So give me an example. What can O1 do that, say, GPT 4 can't?[00:06:51] NotebookLM 2: Well, OpenAI showed it doing some pretty impressive stuff with math, like advanced math.[00:06:56] NotebookLM 2: And coding, too. Complex coding. Things that even GPT 4 struggled with.[00:07:00] NotebookLM: So you're saying if I needed to, like, write a screenplay, I'd stick with GPT 4? But if I wanted to solve some crazy physics problem, O1 is what I'd use.[00:07:08] NotebookLM 2: Something like that, yeah. Although there is a trade off. O1 takes a lot more power to run, and it takes longer to get those impressive results.[00:07:17] NotebookLM: Hmm, makes sense. More power, more time, higher quality.[00:07:21] NotebookLM 2: Exactly.[00:07:22] NotebookLM: It sounds like it's still in development, though, right? Is there anything else they're planning to add to it?[00:07:26] NotebookLM 2: Oh, yeah. They mentioned system prompts, which will let developers, like, set some ground rules for how it behaves. And they're working on adding structured outputs and function calling.[00:07:38] Alex Volkov: Wait, structured outputs? Didn't we just talk about that? We[00:07:41] NotebookLM 2: did. That's the thing where the AI's output is formatted in a way that's easy to use.[00:07:47] NotebookLM: Right, right. So you don't have to spend all day trying to make sense of what it gives you. It's good that they're thinking about that stuff.[00:07:53] NotebookLM 2: It's about making these tools usable.[00:07:56] NotebookLM 2: And speaking of that, Dev Day finished up with this really interesting talk. Sam Altman, the CEO of OpenAI, And Kevin Weil, their new chief product officer. They talked about, like, the big picture for AI.[00:08:09] NotebookLM: Yeah, they did, didn't they? Anything interesting come up?[00:08:12] NotebookLM 2: Well, Altman talked about moving past this whole AGI term, Artificial General Intelligence.[00:08:18] NotebookLM: I can see why. It's kind of a loaded term, isn't it?[00:08:20] NotebookLM 2: He thinks it's become a bit of a buzzword, and people don't really understand what it means.[00:08:24] NotebookLM: So are they saying they're not trying to build AGI anymore?[00:08:28] NotebookLM 2: It's more like they're saying they're focused on just Making AI better, constantly improving it, not worrying about putting it in a box.[00:08:36] NotebookLM: That makes sense. Keep pushing the limits.[00:08:38] NotebookLM 2: Exactly. But they were also very clear about doing it responsibly. They talked a lot about safety and ethics.[00:08:43] NotebookLM: Yeah, that's important.[00:08:44] NotebookLM 2: They said they were going to be very careful. About how they release new features.[00:08:48] NotebookLM: Good! Because this stuff is powerful.[00:08:51] NotebookLM 2: It is. It was a lot to take in, this whole Dev Day event.[00:08:54] NotebookLM 2: New tools, big changes at OpenAI, and these big questions about the future of AI.[00:08:59] NotebookLM: It was. But hopefully this deep dive helped make sense of some of it. At least, that's what we try to do here.[00:09:05] AI Charlie: Absolutely.[00:09:06] NotebookLM: Thanks for taking the deep dive with us.[00:09:08] AI Charlie: The biggest demo of the new Realtime API involved function calling with voice mode and buying chocolate covered strawberries from our friendly local OpenAI developer experience engineer and strawberry shop owner, Ilan Biggio.[00:09:21] AI Charlie: We'll first play you the audio of his demo and then go into a little interview with him.[00:09:25] Ilan's Strawberry Demo with Realtime Voice Function Calling[00:09:25] Romain Huet: Could you place a call and see if you could get us 400 strawberries delivered to the venue? But please keep that under 1500. I'm on it. We'll get those strawberries delivered for you.[00:09:47] Ilan: Hello? Hi there. Is this Ilan? I'm Romain's AI assistant. How is it going? Fantastic. Can you tell me what flavors of strawberry dips you have for me? Yeah, we have chocolate, vanilla, and we have peanut butter. Wait, how much would 400 chocolate covered strawberries cost? 400? Are you sure you want 400? Yes, 400 chocolate covered[00:10:14] swyx: strawberries.[00:10:15] Ilan: Wait,[00:10:16] swyx: how much[00:10:16] Ilan: would that be? I think that'll be around, like, 1, 415. 92.[00:10:25] Alex Volkov: Awesome. Let's go ahead and place the order for four chocolate covered strawberries.[00:10:31] Ilan: Great, where would you like that delivered? Please deliver them to the Gateway Pavilion at Fort Mason. And I'll be paying in cash.[00:10:42] Alex Volkov: Okay,[00:10:43] Ilan: sweet. So just to confirm, you want four strawberries?[00:10:45] Ilan: 400 chocolate covered strawberries to the Gateway Pavilion. Yes, that's perfect. And when can we expect delivery? Well, you guys are right nearby, so it'll be like, I don't know, 37 seconds? That's incredibly fast. Cool, you too.[00:11:09] swyx: Hi, Ilan, welcome to Lanespace. Oh, thank you. I just saw your amazing demos, had your amazing strawberries. You are dressed up, like, exactly like a strawberry salesman. Gotta have it all. What was the building on demo like? What was the story behind the demo?[00:11:22] swyx: It was really interesting. This is actually something I had been thinking about for months before the launch.[00:11:27] swyx: Like, having a, like, AI that can make phone calls is something like I've personally wanted for a long time. And so as soon as we launched internally, like, I started hacking on it. And then that sort of just started. We made it into like an internal demo, and then people found it really interesting, and then we thought how cool would it be to have this like on stage as, as one of the demos.[00:11:47] swyx: Yeah, would would you call out any technical issues building, like you were basically one of the first people ever to build with a voice mode API. Would you call out any issues like integrating it with Twilio like that, like you did with function calling, with like a form filling elements. I noticed that you had like intents of things to fulfill, and then.[00:12:07] swyx: When there's still missing info, the voice would prompt you, roleplaying the store guy.[00:12:13] swyx: Yeah, yeah, so, I think technically, there's like the whole, just working with audio and streams is a whole different beast. Like, even separate from like AI and this, this like, new capabilities, it's just, it's just tough.[00:12:26] swyx: Yeah, when you have a prompt, conversationally it'll just follow, like the, it was, Instead of like, kind of step by step to like ask the right questions based on like the like what the request was, right? The function calling itself is sort of tangential to that. Like, you have to prompt it to call the functions, but then handling it isn't too much different from, like, what you would do with assistant streaming or, like, chat completion streaming.[00:12:47] swyx: I think, like, the API feels very similar just to, like, if everything in the API was streaming, it actually feels quite familiar to that.[00:12:53] swyx: And then, function calling wise, I mean, does it work the same? I don't know. Like, I saw a lot of logs. You guys showed, like, in the playground, a lot of logs. What is in there?[00:13:03] swyx: What should people know?[00:13:04] swyx: Yeah, I mean, it is, like, the events may have different names than the streaming events that we have in chat completions, but they represent very similar things. It's things like, you know, function call started, argument started, it's like, here's like argument deltas, and then like function call done.[00:13:20] swyx: Conveniently we send one that has the full function, and then I just use that. Nice.[00:13:25] swyx: Yeah and then, like, what restrictions do, should people be aware of? Like, you know, I think, I think, before we recorded, we discussed a little bit about the sensitivities around basically calling random store owners and putting, putting like an AI on them.[00:13:40] swyx: Yeah, so there's, I think there's recent regulation on that, which is why we want to be like very, I guess, aware of, of You know, you can't just call anybody with AI, right? That's like just robocalling. You wouldn't want someone just calling you with AI.[00:13:54] swyx: I'm a developer, I'm about to do this on random people.[00:13:57] swyx: What laws am I about to break?[00:14:00] swyx: I forget what the governing body is, but you should, I think, Having consent of the person you're about to call, it always works. I, as the strawberry owner, have consented to like getting called with AI. I think past that you, you want to be careful. Definitely individuals are more sensitive than businesses.[00:14:19] swyx: I think businesses you have a little bit more leeway. Also, they're like, businesses I think have an incentive to want to receive AI phone calls. Especially if like, they're dealing with it. It's doing business. Right, like, it's more business. It's kind of like getting on a booking platform, right, you're exposed to more.[00:14:33] swyx: But, I think it's still very much like a gray area. Again, so. I think everybody should, you know, tread carefully, like, figure out what it is. I, I, I, the law is so recent, I didn't have enough time to, like, I'm also not a lawyer. Yeah, yeah, yeah, of course. Yeah.[00:14:49] swyx: Okay, cool fair enough. One other thing, this is kind of agentic.[00:14:52] swyx: Did you use a state machine at all? Did you use any framework? No. You just stick it in context and then just run it in a loop until it ends call?[00:15:01] swyx: Yeah, there isn't even a loop, like Okay. Because the API is just based on sessions. It's always just going to keep going. Every time you speak, it'll trigger a call.[00:15:11] swyx: And then after every function call was also invoked invoking like a generation. And so that is another difference here. It's like it's inherently almost like in a loop, be just by being in a session, right? No state machines needed. I'd say this is very similar to like, the notion of routines, where it's just like a list of steps.[00:15:29] swyx: And it, like, sticks to them softly, but usually pretty well. And the steps is the prompts? The steps, it's like the prompt, like the steps are in the prompt. Yeah, yeah, yeah. Right, it's like step one, do this, step one, step two, do that. What if I want to change the system prompt halfway through the conversation?[00:15:44] swyx: You can. Okay. You can. To be honest, I have not played without two too much. Yeah,[00:15:47] swyx: yeah.[00:15:48] swyx: But, I know you can.[00:15:49] swyx: Yeah, yeah. Yeah. Awesome. I noticed that you called it real time API, but not voice API. Mm hmm. So I assume that it's like real time API starting with voice. Right, I think that's what he said on the thing.[00:16:00] swyx: I can't imagine, like, what else is real[00:16:02] swyx: time? Well, I guess, to use ChatGPT's voice mode as an example, Like, we've demoed the video, right? Like, real time image, right? So, I'm not actually sure what timelines are, But I would expect, if I had to guess, That, like, that is probably the next thing that we're gonna be making.[00:16:17] swyx: You'd probably have to talk directly with the team building this. Sure. But, You can't promise their timelines. Yeah, yeah, yeah, right, exactly. But, like, given that this is the features that currently, Or that exists that we've demoed on Chachapiti. Yeah. There[00:16:29] swyx: will never be a[00:16:29] swyx: case where there's like a real time text API, right?[00:16:31] swyx: I don't Well, this is a real time text API. You can do text only on this. Oh. Yeah. I don't know why you would. But it's actually So text to text here doesn't quite make a lot of sense. I don't think you'll get a lot of latency gain. But, like, speech to text is really interesting. Because you can prevent You can prevent responses, like audio responses.[00:16:54] swyx: And force function calls. And so you can do stuff like UI control. That is like super super reliable. We had a lot of like, you know, un, like, we weren't sure how well this was gonna work because it's like, you have a voice answering. It's like a whole persona, right? Like, that's a little bit more, you know, risky.[00:17:10] swyx: But if you, like, cut out the audio outputs and make it so it always has to output a function, like you can end up with pretty pretty good, like, Pretty reliable, like, command like a command architecture. Yeah,[00:17:21] swyx: actually, that's the way I want to interact with a lot of these things as well. Like, one sided voice.[00:17:26] swyx: Yeah, you don't necessarily want to hear the[00:17:27] swyx: voice back. And like, sometimes it's like, yeah, I think having an output voice is great. But I feel like I don't always want to hear an output voice. I'd say usually I don't. But yeah, exactly, being able to speak to it is super sweet.[00:17:39] swyx: Cool. Do you want to comment on any of the other stuff that you announced?[00:17:41] swyx: From caching I noticed was like, I like the no code change part. I'm looking forward to the docs because I'm sure there's a lot of details on like, what you cache, how long you cache. Cause like, enthalpy caches were like 5 minutes. I was like, okay, but what if I don't make a call every 5 minutes?[00:17:56] swyx: Yeah,[00:17:56] swyx: to be super honest with you, I've been so caught up with the real time API and making the demo that I haven't read up on the other stuff. Launches too much. I mean, I'm aware of them, but I think I'm excited to see how all distillation works. That's something that we've been doing like, I don't know, I've been like doing it between our models for a while And I've seen really good results like I've done back in a day like from GPT 4 to GPT 3.[00:18:19] swyx: 5 And got like, like pretty much the same level of like function calling with like hundreds of functions So that was super super compelling So, I feel like easier distillation, I'm really excited for. I see. Is it a tool?[00:18:31] swyx: So, I saw evals. Yeah. Like, what is the distillation product? It wasn't super clear, to be honest.[00:18:36] swyx: I, I think I want to, I want to let that team, I want to let that team talk about it. Okay,[00:18:40] swyx: alright. Well, I appreciate you jumping on. Yeah, of course. Amazing demo. It was beautifully designed. I'm sure that was part of you and Roman, and[00:18:47] swyx: Yeah, I guess, shout out to like, the first people to like, creators of Wanderlust, originally, were like, Simon and Carolis, and then like, I took it and built the voice component and the voice calling components.[00:18:59] swyx: Yeah, so it's been a big team effort. And like the entire PI team for like Debugging everything as it's been going on. It's been, it's been so good working with them. Yeah, you're the first consumers on the DX[00:19:07] swyx: team. Yeah. Yeah, I mean, the classic role of what we do there. Yeah. Okay, yeah, anything else? Any other call to action?[00:19:13] swyx: No, enjoy Dev Day. Thank you. Yeah. That's it.[00:19:16] Olivier Godement, Head of Product, OpenAI[00:19:16] AI Charlie: The latent space crew then talked to Olivier Godmont, head of product for the OpenAI platform, who led the entire Dev Day keynote and introduced all the major new features and updates that we talked about today.[00:19:28] swyx: Okay, so we are here with Olivier Godmont. That's right.[00:19:32] swyx: I don't pronounce French. That's fine. It was perfect. And it was amazing to see your keynote today. What was the back story of, of preparing something like this? Preparing, like, Dev Day? It[00:19:43] Olivier Godement: essentially came from a couple of places. Number one, excellent reception from last year's Dev Day.[00:19:48] Olivier Godement: Developers, startup founders, researchers want to spend more time with OpenAI, and we want to spend more time with them as well. And so for us, like, it was a no brainer, frankly, to do it again, like, you know, like a nice conference. The second thing is going global. We've done a few events like in Paris and like a few other like, you know, non European, non American countries.[00:20:05] Olivier Godement: And so this year we're doing SF, Singapore, and London. To frankly just meet more developers.[00:20:10] swyx: Yeah, I'm very excited for the Singapore one.[00:20:12] Olivier Godement: Ah,[00:20:12] swyx: yeah. Will you be[00:20:13] Olivier Godement: there?[00:20:14] swyx: I don't know. I don't know if I got an invite. No. I can't just talk to you. Yeah, like, and then there was some speculation around October 1st.[00:20:22] Olivier Godement: Yeah. Is it because[00:20:23] swyx: 01, October 1st? It[00:20:25] Olivier Godement: has nothing to do. I discovered the tweet yesterday where like, people are so creative. No one, there was no connection to October 1st. But in hindsight, that would have been a pretty good meme by Tiana. Okay.[00:20:37] swyx: Yeah, and you know, I think like, OpenAI's outreach to developers is something that I felt the whole in 2022, when like, you know, like, people were trying to build a chat GPT, and like, there was no function calling, all that stuff that you talked about in the past.[00:20:51] swyx: And that's why I started my own conference as like like, here's our little developer conference thing. And, but to see this OpenAI Dev Day now, and like to see so many developer oriented products coming to OpenAI, I think it's really encouraging.[00:21:02] Olivier Godement: Yeah, totally. It's that's what I said, essentially, like, developers are basically the people who make the best connection between the technology and, you know, the future, essentially.[00:21:14] Olivier Godement: Like, you know, essentially see a capability, see a low level, like, technology, and are like, hey, I see how that application or that use case that can be enabled. And so, in the direction of enabling, like, AGI, like, all of humanity, it's a no brainer for us, like, frankly, to partner with Devs.[00:21:31] Alessio: And most importantly, you almost never had waitlists, which, compared to like other releases, people usually, usually have.[00:21:38] Alessio: What is the, you know, you had from caching, you had real time voice API, we, you know, Shawn did a long Twitter thread, so people know the releases. Yeah. What is the thing that was like sneakily the hardest to actually get ready for, for that day, or like, what was the kind of like, you know, last 24 hours, anything that you didn't know was gonna work?[00:21:56] Olivier Godement: Yeah. The old Fairly, like, I would say, involved, like, features to ship. So the team has been working for a month, all of them. The one which I would say is the newest for OpenAI is the real time API. For a couple of reasons. I mean, one, you know, it's a new modality. Second, like, it's the first time that we have an actual, like, WebSocket based API.[00:22:16] Olivier Godement: And so, I would say that's the one that required, like, the most work over the month. To get right from a developer perspective and to also make sure that our existing safety mitigation that worked well with like real time audio in and audio out.[00:22:30] swyx: Yeah, what design choices or what was like the sort of design choices that you want to highlight?[00:22:35] swyx: Like, you know, like I think for me, like, WebSockets, you just receive a bunch of events. It's two way. I obviously don't have a ton of experience. I think a lot of developers are going to have to embrace this real time programming. Like, what are you designing for, or like, what advice would you have for developers exploring this?[00:22:51] Olivier Godement: The core design hypothesis was essentially, how do we enable, like, human level latency? We did a bunch of tests, like, on average, like, human beings, like, you know, takes, like, something like 300 milliseconds to converse with each other. And so that was the design principle, essentially. Like, working backward from that, and, you know, making the technology work.[00:23:11] Olivier Godement: And so we evaluated a few options, and WebSockets was the one that we landed on. So that was, like, one design choice. A few other, like, big design choices that we had to make prompt caching. Prompt caching, the design, like, target was automated from the get go. Like, zero code change from the developer.[00:23:27] Olivier Godement: That way you don't have to learn, like, what is a prompt prefix, and, you know, how long does a cache work, like, we just do it as much as we can, essentially. So that was a big design choice as well. And then finally, on distillation, like, and evaluation. The big design choice was something I learned at Skype, like in my previous job, like a philosophy around, like, a pit of success.[00:23:47] Olivier Godement: Like, what is essentially the, the, the minimum number of steps for the majority of developers to do the right thing? Because when you do evals on fat tuning, there are many, many ways, like, to mess it up, frankly, like, you know, and have, like, a crappy model, like, evals that tell, like, a wrong story. And so our whole design was, okay, we actually care about, like, helping people who don't have, like, that much experience, like, evaluating a model, like, get, like, in a few minutes, like, to a good spot.[00:24:11] Olivier Godement: And so how do we essentially enable that bit of success, like, in the product flow?[00:24:15] swyx: Yeah, yeah, I'm a little bit scared to fine tune especially for vision, because I don't know what I don't know for stuff like vision, right? Like, for text, I can evaluate pretty easily. For vision let's say I'm like trying to, one of your examples was grab.[00:24:33] swyx: Which, very close to home, I'm from Singapore. I think your example was like, they identified stop signs better. Why is that hard? Why do I have to fine tune that? If I fine tune that, do I lose other things? You know, like, there's a lot of unknowns with Vision that I think developers have to figure out.[00:24:50] swyx: For[00:24:50] Olivier Godement: sure. Vision is going to open up, like, a new, I would say, evaluation space. Because you're right, like, it's harder, like, you know, to tell correct from incorrect, essentially, with images. What I can say is we've been alpha testing, like, the Vision fine tuning, like, for several weeks at that point. We are seeing, like, even higher performance uplift compared to text fine tuning.[00:25:10] Olivier Godement: So that's, there is something here, like, we've been pretty impressed, like, in a good way, frankly. But, you know, how well it works. But for sure, like, you know, I expect the developers who are moving from one modality to, like, text and images will have, like, more, you know Testing, evaluation, like, you know, to set in place, like, to make sure it works well.[00:25:25] Alessio: The model distillation and evals is definitely, like, the most interesting. Moving away from just being a model provider to being a platform provider. How should people think about being the source of truth? Like, do you want OpenAI to be, like, the system of record of all the prompting? Because people sometimes store it in, like, different data sources.[00:25:41] Alessio: And then, is that going to be the same as the models evolve? So you don't have to worry about, you know, refactoring the data, like, things like that, or like future model structures.[00:25:51] Olivier Godement: The vision is if you want to be a source of truth, you have to earn it, right? Like, we're not going to force people, like, to pass us data.[00:25:57] Olivier Godement: There is no value prop, like, you know, for us to store the data. The vision here is at the moment, like, most developers, like, use like a one size fits all model, like be off the shelf, like GP40 essentially. The vision we have is fast forward a couple of years. I think, like, most developers will essentially, like, have a.[00:26:15] Olivier Godement: An automated, continuous, fine tuned model. The more, like, you use the model, the more data you pass to the model provider, like, the model is automatically, like, fine tuned, evaluated against some eval sets, and essentially, like, you don't have to every month, when there is a new snapshot, like, you know, to go online and, you know, try a few new things.[00:26:34] Olivier Godement: That's a direction. We are pretty far away from it. But I think, like, that evaluation and decision product are essentially a first good step in that direction. It's like, hey, it's you. I set it by that direction, and you give us the evaluation data. We can actually log your completion data and start to do some automation on your behalf.[00:26:52] Alessio: And then you can do evals for free if you share data with OpenAI. How should people think about when it's worth it, when it's not? Sometimes people get overly protective of their data when it's actually not that useful. But how should developers think about when it's right to do it, when not, or[00:27:07] Olivier Godement: if you have any thoughts on it?[00:27:08] Olivier Godement: The default policy is still the same, like, you know, we don't train on, like, any API data unless you opt in. What we've seen from feedback is evaluation can be expensive. Like, if you run, like, O1 evals on, like, thousands of samples Like, your build will get increased, like, you know, pretty pretty significantly.[00:27:22] Olivier Godement: That's problem statement number one. Problem statement number two is, essentially, I want to get to a world where whenever OpenAI ships a new model snapshot, we have full confidence that there is no regression for the task that developers care about. And for that to be the case, essentially, we need to get evals.[00:27:39] Olivier Godement: And so that, essentially, is a sort of a two bugs one stone. It's like, we subsidize, basically, the evals. And we also use the evals when we ship new models to make sure that we keep going in the right direction. So, in my sense, it's a win win, but again, completely opt in. I expect that many developers will not want to share their data, and that's perfectly fine to me.[00:27:56] swyx: Yeah, I think free evals though, very, very good incentive. I mean, it's a fair trade. You get data, we get free evals. Exactly,[00:28:04] Olivier Godement: and we sanitize PII, everything. We have no interest in the actual sensitive data. We just want to have good evaluation on the real use cases.[00:28:13] swyx: Like, I always want to eval the eval. I don't know if that ever came up.[00:28:17] swyx: Like, sometimes the evals themselves are wrong, and there's no way for me to tell you.[00:28:22] Olivier Godement: Everyone who is starting with LLM, teaching with LLM, is like, Yeah, evaluation, easy, you know, I've done testing, like, all my life. And then you start to actually be able to eval, understand, like, all the corner cases, And you realize, wow, there's like a whole field in itself.[00:28:35] Olivier Godement: So, yeah, good evaluation is hard and so, yeah. Yeah, yeah.[00:28:38] swyx: But I think there's a, you know, I just talked to Brain Trust which I think is one of your partners. Mm-Hmm. . They also emphasize code based evals versus your sort of low code. What I see is like, I don't know, maybe there's some more that you didn't demo.[00:28:53] swyx: YC is kind of like a low code experience, right, for evals. Would you ever support like a more code based, like, would I run code on OpenAI's eval platform?[00:29:02] Olivier Godement: For sure. I mean, we meet developers where they are, you know. At the moment, the demand was more for like, you know, easy to get started, like eval. But, you know, if we need to expose like an evaluation API, for instance, for people like, you know, to pass, like, you know, their existing test data we'll do it.[00:29:15] Olivier Godement: So yeah, there is no, you know, philosophical, I would say, like, you know, misalignment on that. Yeah,[00:29:19] swyx: yeah, yeah. What I think this is becoming, by the way, and I don't, like it's basically, like, you're becoming AWS. Like, the AI cloud. And I don't know if, like, that's a conscious strategy, or it's, like, It doesn't even have to be a conscious strategy.[00:29:33] swyx: Like, you're going to offer storage. You're going to offer compute. You're going to offer networking. I don't know what networking looks like. Networking is maybe, like, Caching or like it's a CDN. It's a prompt CDN.[00:29:45] Alex Volkov: Yeah,[00:29:45] swyx: but it's the AI versions of everything, right? Do you like do you see the analogies or?[00:29:52] Olivier Godement: Whatever Whatever I took to developers. I feel like Good models are just half of the story to build a good app There's a third model you need to do Evaluation is the perfect example. Like, you know, you can have the best model in the world If you're in the dark, like, you know, it's really hard to gain the confidence and so Our philosophy is[00:30:11] Olivier Godement: The whole like software development stack is being basically reinvented, you know, with LLMs. There is no freaking way that open AI can build everything. Like there is just too much to build, frankly. And so my philosophy is, essentially, we'll focus on like the tools which are like the closest to the model itself.[00:30:28] Olivier Godement: So that's why you see us like, you know, investing quite a bit in like fine tuning, distillation, our evaluation, because we think that it actually makes sense to have like in one spot, Like, you know, all of that. Like, there is some sort of virtual circle, essentially, that you can set in place. But stuff like, you know, LLMOps, like tools which are, like, further away from the model, I don't know if you want to do, like, you know, super elaborate, like, prompt management, or, you know, like, tooling, like, I'm not sure, like, you know, OpenAI has, like, such a big edge, frankly, like, you know, to build this sort of tools.[00:30:56] Olivier Godement: So that's how we view it at the moment. But again, frankly, the philosophy is super simple. The strategy is super simple. It's meeting developers where they want us to be. And so, you know that's frankly, like, you know, day in, day out, like, you know, what I try to do.[00:31:08] Alessio: Cool. Thank you so much for the time.[00:31:10] Alessio: I'm sure you,[00:31:10] swyx: Yeah, I have more questions on, a couple questions on voice, and then also, like, your call to action, like, what you want feedback on, right? So, I think we should spend a bit more time on voice, because I feel like that's, like, the big splash thing. I talked well Well, I mean, I mean, just what is the future of real time for OpenAI?[00:31:28] swyx: Yeah. Because I think obviously video is next. You already have it in the, the ChatGPT desktop app. Do we just have a permanent, like, you know, like, are developers just going to be, like, sending sockets back and forth with OpenAI? Like how do we program for that? Like, what what is the future?[00:31:44] Olivier Godement: Yeah, that makes sense. I think with multimodality, like, real time is quickly becoming, like, you know, essentially the right experience, like, to build an application. Yeah. So my expectation is that we'll see like a non trivial, like a volume of applications like moving to a real time API. Like if you zoom out, like, audio is really simple, like, audio until basically now.[00:32:05] Olivier Godement: Audio on the web, in apps, was basically very much like a second class citizen. Like, you basically did like an audio chatbot for users who did not have a choice. You know, they were like struggling to read, or I don't know, they were like not super educated with technology. And so, frankly, it was like the crappy option, you know, compared to text.[00:32:25] Olivier Godement: But when you talk to people in the real world, the vast majority of people, like, prefer to talk and listen instead of typing and writing.[00:32:34] swyx: We speak before we write.[00:32:35] Olivier Godement: Exactly. I don't know. I mean, I'm sure it's the case for you in Singapore. For me, my friends in Europe, the number of, like, WhatsApp, like, voice notes they receive every day, I mean, just people, it makes sense, frankly, like, you know.[00:32:45] Olivier Godement: Chinese. Chinese, yeah.[00:32:46] swyx: Yeah,[00:32:47] Olivier Godement: all voice. You know, it's easier. There is more emotions. I mean, you know, you get the point across, like, pretty well. And so my personal ambition for, like, the real time API and, like, audio in general is to make, like, audio and, like, multimodality, like, truly a first class experience.[00:33:01] Olivier Godement: Like, you know, if you're, like, you know, the amazing, like, super bold, like, start up out of YC, you want to build, like, the next, like, billion, like, you know, user application to make it, like, truly your first and make it feel, like, you know, an actual good, like, you know, product experience. So that's essentially the ambition, and I think, like, yeah, it could be pretty big.[00:33:17] swyx: Yeah. I think one, one people, one issue that people have with the voice so far as, as released in advanced voice mode is the refusals.[00:33:24] Alex Volkov: Yeah.[00:33:24] swyx: You guys had a very inspiring model spec. I think Joanne worked on that. Where you said, like, yeah, we don't want to overly refuse all the time. In fact, like, even if, like, not safe for work, like, in some occasions, it's okay.[00:33:38] swyx: How, is there an API that we can say, not safe for work, okay?[00:33:41] Olivier Godement: I think we'll get there. I think we'll get there. The mobile spec, like, nailed it, like, you know. It nailed it! It's so good! Yeah, we are not in the business of, like, policing, you know, if you can say, like, vulgar words or whatever. You know, there are some use cases, like, you know, I'm writing, like, a Hollywood, like, script I want to say, like, will go on, and it's perfectly fine, you know?[00:33:59] Olivier Godement: And so I think the direction where we'll go here is that basically There will always be like, you know, a set of behavior that we will, you know, just like forbid, frankly, because they're illegal against our terms of services. But then there will be like, you know, some more like risky, like themes, which are completely legal, like, you know, vulgar words or, you know, not safe for work stuff.[00:34:17] Olivier Godement: Where basically we'll expose like a controllable, like safety, like knobs in the API to basically allow you to say, hey, that theme okay, that theme not okay. How sensitive do you want the threshold to be on safety refusals? I think that's the Dijkstra. So a[00:34:31] swyx: safety API.[00:34:32] Olivier Godement: Yeah, in a way, yeah.[00:34:33] swyx: Yeah, we've never had that.[00:34:34] Olivier Godement: Yeah. '[00:34:35] swyx: cause right now is you, it is whatever you decide. And then it's, that's it. That, that, that would be the main reason I don't use opening a voice is because of[00:34:42] Olivier Godement: it's over police. Over refuse over refusals. Yeah. Yeah, yeah. No, we gotta fix that. Yeah. Like singing,[00:34:47] Alessio: we're trying to do voice. I'm a singer.[00:34:49] swyx: And you, you locked off singing.[00:34:51] swyx: Yeah,[00:34:51] Alessio: yeah, yeah.[00:34:52] swyx: But I, I understand music gets you in trouble. Okay. Yeah. So then, and then just generally, like, what do you want to hear from developers? Right? We have, we have all developers watching you know, what feedback do you want? Any, anything specific as well, like from, especially from today anything that you are unsure about, that you are like, Our feedback could really help you decide.[00:35:09] swyx: For sure.[00:35:10] Olivier Godement: I think, essentially, it's becoming pretty clear after today that, you know, I would say the open end direction has become pretty clear, like, you know, after today. Investment in reasoning, investment in multimodality, Investment as well, like in, I would say, tool use, like function calling. To me, the biggest question I have is, you know, Where should we put the cursor next?[00:35:30] Olivier Godement: I think we need all three of them, frankly, like, you know, so we'll keep pushing.[00:35:33] swyx: Hire 10, 000 people, or actually, no need, build a bunch of bots.[00:35:37] Olivier Godement: Exactly, and so let's take O1 smart enough, like, for your problems? Like, you know, let's set aside for a second the existing models, like, for the apps that you would love to build, is O1 basically it in reasoning, or do we still have, like, you know, a step to do?[00:35:50] Olivier Godement: Preview is not enough, I[00:35:52] swyx: need the full one.[00:35:53] Olivier Godement: Yeah, so that's exactly that sort of feedback. Essentially what they would love to do is for developers I mean, there's a thing that Sam has been saying like over and over again, like, you know, it's easier said than done, but I think it's directionally correct. As a developer, as a founder, you basically want to build an app which is a bit too difficult for the model today, right?[00:36:12] Olivier Godement: Like, what you think is right, it's like, sort of working, sometimes not working. And that way, you know, that basically gives us like a goalpost, and be like, okay, that's what you need to enable with the next model release, like in a few months. And so I would say that Usually, like, that's the sort of feedback which is like the most useful that I can, like, directly, like, you know, incorporate.[00:36:33] swyx: Awesome. I think that's our time. Thank you so much, guys. Yeah, thank you so much.[00:36:38] AI Charlie: Thank you. We were particularly impressed that Olivier addressed the not safe for work moderation policy question head on, as that had only previously been picked up on in Reddit forums. This is an encouraging sign that we will return to in the closing candor with Sam Altman at the end of this episode.[00:36:57] Romain Huet, Head of DX, OpenAI[00:36:57] AI Charlie: Next, a chat with Roman Hewitt, friend of the pod, AI Engineer World's fair closing keynote speaker, and head of developer experience at OpenAI on his incredible live demos And advice to AI engineers on all the new modalities.[00:37:12] Alessio: Alright, we're live from OpenAI Dev Day. We're with Juan, who just did two great demos on, on stage.[00:37:17] Alessio: And he's been a friend of Latentspace, so thanks for taking some of the time.[00:37:20] Romain Huet: Of course, yeah, thank you for being here and spending the time with us today.[00:37:23] swyx: Yeah, I appreciate appreciate you guys putting this on. I, I know it's like extra work, but it really shows the developers that you're, Care and about reaching out.[00:37:31] Romain Huet: Yeah, of course, I think when you go back to the OpenAI mission, I think for us it's super important that we have the developers involved in everything we do. Making sure that you know, they have all of the tools they need to build successful apps. And we really believe that the developers are always going to invent the ideas, the prototypes, the fun factors of AI that we can't build ourselves.[00:37:49] Romain Huet: So it's really cool to have everyone here.[00:37:51] swyx: We had Michelle from you guys on. Yes, great episode. She very seriously said API is the path to AGI. Correct. And people in our YouTube comments were like, API is not AGI. I'm like, no, she's very serious. API is the path to AGI. Like, you're not going to build everything like the developers are, right?[00:38:08] swyx: Of[00:38:08] Romain Huet: course, yeah, that's the whole value of having a platform and an ecosystem of amazing builders who can, like, in turn, create all of these apps. I'm sure we talked about this before, but there's now more than 3 million developers building on OpenAI, so it's pretty exciting to see all of that energy into creating new things.[00:38:26] Alessio: I was going to say, you built two apps on stage today, an international space station tracker and then a drone. The hardest thing must have been opening Xcode and setting that up. Now, like, the models are so good that they can do everything else. Yes. You had two modes of interaction. You had kind of like a GPT app to get the plan with one, and then you had a cursor to do apply some of the changes.[00:38:47] Alessio: Correct. How should people think about the best way to consume the coding models, especially both for You know, brand new projects and then existing projects that you're trying to modify.[00:38:56] Romain Huet: Yeah. I mean, one of the things that's really cool about O1 Preview and O1 Mini being available in the API is that you can use it in your favorite tools like cursor like I did, right?[00:39:06] Romain Huet: And that's also what like Devin from Cognition can use in their own software engineering agents. In the case of Xcode, like, it's not quite deeply integrated in Xcode, so that's why I had like chat GPT side by side. But it's cool, right, because I could instruct O1 Preview to be, like, my coding partner and brainstorming partner for this app, but also consolidate all of the, the files and architect the app the way I wanted.[00:39:28] Romain Huet: So, all I had to do was just, like, port the code over to Xcode and zero shot the app build. I don't think I conveyed, by the way, how big a deal that is, but, like, you can now create an iPhone app from scratch, describing a lot of intricate details that you want, and your vision comes to life in, like, a minute.[00:39:47] Romain Huet: It's pretty outstanding.[00:39:48] swyx: I have to admit, I was a bit skeptical because if I open up SQL, I don't know anything about iOS programming. You know which file to paste it in. You probably set it up a little bit. So I'm like, I have to go home and test it. And I need the ChatGPT desktop app so that it can tell me where to click.[00:40:04] Romain Huet: Yeah, I mean like, Xcode and iOS development has become easier over the years since they introduced Swift and SwiftUI. I think back in the days of Objective C, or like, you know, the storyboard, it was a bit harder to get in for someone new. But now with Swift and SwiftUI, their dev tools are really exceptional.[00:40:23] Romain Huet: But now when you combine that with O1, as your brainstorming and coding partner, it's like your architect, effectively. That's the best way, I think, to describe O1. People ask me, like, can GPT 4 do some of that? And it certainly can. But I think it will just start spitting out code, right? And I think what's great about O1, is that it can, like, make up a plan.[00:40:42] Romain Huet: In this case, for instance, the iOS app had to fetch data from an API, it had to look at the docs, it had to look at, like, how do I parse this JSON, where do I store this thing, and kind of wire things up together. So that's where it really shines. Is mini or preview the better model that people should be using?[00:40:58] Romain Huet: Like, how? I think people should try both. We're obviously very excited about the upcoming O1 that we shared the evals for. But we noticed that O1 Mini is very, very good at everything math, coding, everything STEM. If you need for your kind of brainstorming or your kind of science part, you need some broader knowledge than reaching for O1 previews better.[00:41:20] Romain Huet: But yeah, I used O1 Mini for my second demo. And it worked perfectly. All I needed was very much like something rooted in code, architecting and wiring up like a front end, a backend, some UDP packets, some web sockets, something very specific. And it did that perfectly.[00:41:35] swyx: And then maybe just talking about voice and Wanderlust, the app that keeps on giving, what's the backstory behind like preparing for all of that?[00:41:44] Romain Huet: You know, it's funny because when last year for Dev Day, we were trying to think about what could be a great demo app to show like an assistive experience. I've always thought travel is a kind of a great use case because you have, like, pictures, you have locations, you have the need for translations, potentially.[00:42:01] Romain Huet: There's like so many use cases that are bounded to travel that I thought last year, let's use a travel app. And that's how Wanderlust came to be. But of course, a year ago, all we had was a text based assistant. And now we thought, well, if there's a voice modality, what if we just bring this app back as a wink.[00:42:19] Romain Huet: And what if we were interacting better with voice? And so with this new demo, what I showed was the ability to like, So, we wanted to have a complete conversation in real time with the app, but also the thing we wanted to highlight was the ability to call tools and functions, right? So, like in this case, we placed a phone call using the Twilio API, interfacing with our AI agents, but developers are so smart that they'll come up with so many great ideas that we could not think of ourselves, right?[00:42:48] Romain Huet: But what if you could have like a, you know, a 911 dispatcher? What if you could have like a customer service? Like center, that is much smarter than what we've been used to today. There's gonna be so many use cases for real time, it's awesome.[00:43:00] swyx: Yeah, and sometimes actually you, you, like this should kill phone trees.[00:43:04] swyx: Like there should not be like dial one[00:43:07] Romain Huet: of course para[00:43:08] swyx: espanol, you know? Yeah, exactly. Or whatever. I dunno.[00:43:12] Romain Huet: I mean, even you starting speaking Spanish would just do the thing, you know you don't even have to ask. So yeah, I'm excited for this future where we don't have to interact with those legacy systems.[00:43:22] swyx: Yeah. Yeah. Is there anything, so you are doing function calling in a streaming environment. So basically it's, it's web sockets. It's UDP, I think. It's basically not guaranteed to be exactly once delivery. Like, is there any coding challenges that you encountered when building this?[00:43:39] Romain Huet: Yeah, it's a bit more delicate to get into it.[00:43:41] Romain Huet: We also think that for now, what we, what we shipped is a, is a beta of this API. I think there's much more to build onto it. It does have the function calling and the tools. But we think that for instance, if you want to have something very robust, On your client side, maybe you want to have web RTC as a client, right?[00:43:58] Romain Huet: And, and as opposed to like directly working with the sockets at scale. So that's why we have partners like Life Kit and Agora if you want to, if you want to use them. And I'm sure we'll have many mores in the, in many more in the future. But yeah, we keep on iterating on that, and I'm sure the feedback of developers in the weeks to come is going to be super critical for us to get it right.[00:44:16] swyx: Yeah, I think LiveKit has been fairly public that they are used in, in the Chachapiti app. Like, is it, it's just all open source, and we just use it directly with OpenAI, or do we use LiveKit Cloud or something?[00:44:28] Romain Huet: So right now we, we released the API, we released some sample code also, and referenced clients for people to get started with our API.[00:44:35] Romain Huet: And we also partnered with LifeKit and Agora, so they also have their own, like ways to help you get started that plugs natively with the real time API. So depending on the use case, people can, can can decide what to use. If you're working on something that's completely client or if you're working on something on the server side, for the voice interaction, you may have different needs, so we want to support all of those.[00:44:55] Alessio: I know you gotta run. Is there anything that you want the AI engineering community to give feedback on specifically, like even down to like, you know, a specific API end point or like, what, what's like the thing that you want? Yeah. I[00:45:08] Romain Huet: mean, you know, if we take a step back, I think dev Day this year is all different from last year and, and in, in a few different ways.[00:45:15] Romain Huet: But one way is that we wanted to keep it intimate, even more intimate than last year. We wanted to make sure that the community is. Thank you very much for joining us on the Spotlight. That's why we have community talks and everything. And the takeaway here is like learning from the very best developers and AI engineers.[00:45:31] Romain Huet: And so, you know we want to learn from them. Most of what we shipped this morning, including things like prompt caching the ability to generate prompts quickly in the playground, or even things like vision fine tuning. These are all things that developers have been asking of us. And so, the takeaway I would, I would leave them with is to say like, Hey, the roadmap that we're working on is heavily influenced by them and their work.[00:45:53] Romain Huet: And so we love feedback From high feature requests, as you say, down to, like, very intricate details of an API endpoint, we love feedback, so yes that's, that's how we, that's how we build this API.[00:46:05] swyx: Yeah, I think the, the model distillation thing as well, it might be, like, the, the most boring, but, like, actually used a lot.[00:46:12] Romain Huet: True, yeah. And I think maybe the most unexpected, right, because I think if I, if I read Twitter correctly the past few days, a lot of people were expecting us. To shape the real time API for speech to speech. I don't think developers were expecting us to have more tools for distillation, and we really think that's gonna be a big deal, right?[00:46:30] Romain Huet: If you're building apps that have you know, you, you want high, like like low latency, low cost, but high performance, high quality on the use case distillation is gonna be amazing.[00:46:40] swyx: Yeah. I sat in the distillation session just now and they showed how they distilled from four oh to four mini and it was like only like a 2% hit in the performance and 50 next.[00:46:49] swyx: Yeah,[00:46:50] Romain Huet: I was there as well for the superhuman kind of use case inspired for an Ebola client. Yeah, this was really good. Cool man! so much for having me. Thanks again for being here today. It's always[00:47:00] AI Charlie: great to have you. As you might have picked up at the end of that chat, there were many sessions throughout the day focused on specific new capabilities.[00:47:08] Michelle Pokrass, Head of API at OpenAI ft. Simon Willison[00:47:08] AI Charlie: Like the new model distillation features combining EVOLs and fine tuning. For our next session, we are delighted to bring back two former guests of the pod, which is something listeners have been greatly enjoying in our second year of doing the Latent Space podcast. Michelle Pokras of the API team joined us recently to talk about structured outputs, and today gave an updated long form session at Dev Day, describing the implementation details of the new structured output mode.[00:47:39] AI Charlie: We also got her updated thoughts on the VoiceMode API we discussed in her episode, now that it is finally announced. She is joined by friend of the pod and super blogger, Simon Willison, who also came back as guest co host in our Dev Day. 2023 episode.[00:47:56] Alessio: Great, we're back live at Dev Day returning guest Michelle and then returning guest co host Fork.[00:48:03] Alessio: Fork, yeah, I don't know. I've lost count. I think it's been a few. Simon Willison is back. Yeah, we just wrapped, we just wrapped everything up. Congrats on, on getting everything everything live. Simon did a great, like, blog, so if you haven't caught up, I[00:48:17] Simon Willison: wrote my, I implemented it. Now, I'm starting my live blog while waiting for the first talk to start, using like GPT 4, I wrote me the Javascript, and I got that live just in time and then, yeah, I was live blogging the whole day.[00:48:28] swyx: Are you a cursor enjoyer?[00:48:29] Simon Willison: I haven't really gotten into cursor yet to be honest. I just haven't spent enough time for it to click, I think. I'm more a copy and paste things out of Cloud and chat GPT. Yeah. It's interesting.[00:48:39] swyx: Yeah. I've converted to cursor and 01 is so easy to just toggle on and off.[00:48:45] Alessio: What's your workflow?[00:48:46] Alessio: VS[00:48:48] Michelle Pokrass: Code co pilot, so Yep, same here. Team co pilot. Co pilot is actually the reason I joined OpenAI. It was, you know, before ChatGPT, this is the thing that really got me. So I'm still into it, but I keep meaning to try out Cursor, and I think now that things have calmed down, I'm gonna give it a real go.[00:49:03] swyx: Yeah, it's a big thing to change your tool of choice.[00:49:06] swyx: Yes,[00:49:06] Michelle Pokrass: yeah, I'm pretty dialed, so.[00:49:09] swyx: I mean, you know, if you want, you can just fork VS Code and make your own. That's the thing to dumb thing, right? We joked about doing a hackathon where the only thing you do is fork VS Code and bet me the best fork win.[00:49:20] Michelle Pokrass: Nice.[00:49:22] swyx: That's actually a really good idea. Yeah, what's up?[00:49:26] swyx: I mean, congrats on launching everything today. I know, like, we touched on it a little bit, but, like, everyone was kind of guessing that Voice API was coming, and, like, we talked about it in our episode. How do you feel going into the launch? Like, any design decisions that you want to highlight?[00:49:41] Michelle Pokrass: Yeah, super jazzed about it. The team has been working on it for a while. It's, like, a very different API for us. It's the first WebSocket API, so a lot of different design decisions to be made. It's, like, what kind of events do you send? When do you send an event? What are the event names? What do you send, like, on connection versus on future messages?[00:49:57] Michelle Pokrass: So there have been a lot of interesting decisions there. The team has also hacked together really cool projects as we've been testing it. One that I really liked is we had an internal hack a thon for the API team. And some folks built like a little hack that you could use to, like VIM with voice mode, so like, control vim, and you would tell them on like, nice, write a file and it would, you know, know all the vim commands and, and pipe those in.[00:50:18] Michelle Pokrass: So yeah, a lot of cool stuff we've been hacking on and really excited to see what people build with it.[00:50:23] Simon Willison: I've gotta call out a demo from today. I think it was Katja had a 3D visualization of the solar system, like WebGL solar system, you could talk to. That is one of the coolest conference demos I've ever seen.[00:50:33] Simon Willison: That was so convincing. I really want the code. I really want the code for that to get put out there. I'll talk[00:50:39] Michelle Pokrass: to the team. I think we can[00:50:40] Simon Willison: probably
This week we have the honor of speaking with Olympic Gold Medalist - Brandon Slay. We talk through his competition career, his experiences as Executive Director and Head Coach of Penn RTC, as well as his athletes. We also talk through some of the rule changes over the years for freestyle wrestling, NIL and RTC implications, Burroughs return, and practice preparation. Coach Slay gave us a ton of time and energy this week, so enjoy!
The Stevie Richards Show Episode 13 | Right to Censor: The Rise The Right to Censor faction was one of the most hated groups of all time. Clearly a parody the Parents Television Council who were against the kind of televison product the WWE were putting out at the time. But what was the creation process like for the group? Did Stevie have much say in the creative for the group? Did he have any sway over who would be part of the faction? While the group gained traction amd heat from the fans, there was a lot of frustration within the members of the group itself. In this first of a 2 part deep dive, Stevie will talk about the problems he faced and how it affected him and the relationship with his fellow RTC members. Stevie Richards surprised, entertained and informed the wrestling world in 2023 when he debuted the Stevie Richards' Wrestling Analysis YouTube channel to widespread critical acclaim. Combining his experience in the wrestling profession with his keen eye for detail and a passion for teaching fans and workers alike, Richards achieved over 100,000 YouTube subscribers in a matter of months with his short form videos explaining exactly what went right or wrong in a particular match or manoeuvre. With 30+ years working for nearly every major American promotion during their hottest periods (ECW, WCW, WWE, TNA), Stevie Richards is not only dusting off his patented whiteboard and marker to once again break down the psychology and physicality of this crazy business, but Stevie is now adding to his repertoire by debuting a weekly show, imaginatively titled The Stevie Richards Show. The "show" in The Stevie Richards Show is the key word - this will not be another run of the mill podcast recorded on Zoom, clipped up and posted 8 times a day on YouTube and featuring a disinterested ex pro wrestler out to make a quick buck. What makes The Stevie Richards Show a "show" will be the attention to detail given to every episode, including added on screen annotations, factoids, images and video and 4K camera set up to give the sharpest, best looking, broadcast quality videos on YouTube. Most importantly of all, The Stevie Richards Show's output will be about quality, not quantity. Every Friday, Stevie Richards and co-host James Romero (WSI | Wrestling Shoot Interviews, Story Time with Dutch Mantell) will discuss the latest news, delve deep into the wrestling profession with more detail and first hand experience than any other podcast, answer fan submitted questions and, yes, break out the whiteboard to break down the what went right, or wrong, in the wrestling world. The Stevie Richards Show debuts on YouTube and all podcast platforms on Friday, June 28th. YouTube link: https://www.youtube.com/@StevieRichardsShow
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