Podcasts about decomposing

In this episode on the Speaking Out of Place podcast, Professor David Palumbo-Liutalks with Tao Leigh Goffe about her new, magisterial Dark Laboratory: On Columbus, the Caribbean, and the Origins of the Climate Crisis. Spanning many fields and disciplines in the natural sciences, social sciences, the humanities, and the arts, Professor Goffe weaves together a historically rich and geographically complex picture of how capitalism and racism undergird the climate crisis in ways made invisible or benign via the work of the west's “dark laboratory.” Writing back through accounts of indigenous bird watching and Black provisional grounds, we talk about things as seemingly different as the massive guano industry built on Chinese and Indian labor in the 19th century to Malcolm X's boyhood vegetable garden in Michigan. We talk in particular about one of the key passages of Dark Laboratory, where Tao writes:“Still, we manage to create a poetics out of that which wishes to destroy us and the planet. How else will we be able to live in ‘the after'? We must reassess what a problem is. Living is not a problem, as Audrey Lorde reminds us. I would add that dying is not a problem either. Decomposing is essential to the natural order and cycle of life. Living at the expense of others is a problem.”Tao Leigh Goffe is a writer, theorist, and interdisciplinary artist who grew up between the UK and New York City. For the past fifteen years she has specialized in colonial histories of race, geology, climate, and media technologies. Dr. Goffe lives and works in Manhattan where she is an Associate Professor at CUNY in Black Studies. She teaches classes on literary theory and cultural history. Dr. Goffe's book on how the climate crisis is a racial crisis is called DARK LABORATORY (Doubleday and Hamish Hamilton (Penguin UK, 2025). Her second book BLACK CAPITAL, CHINESE DEBT, under contract with Duke University Press, presents a long history of racialization, modern finance, and indebtedness. It brings together subjects of the Atlantic and Pacific markets from 1806 to the present under European colonialism. Dr. Goffe is a fellow at the Harvard University Kennedy School in racial justice. Her research explores Black diasporic intellectual histories, political, and ecological life. She studied English literature at Princeton University before earning her PhD at Yale University. Dr. Goffe's research and curatorial work is rooted in literatures and theories of labor that center Black feminist engagements with Indigeneity and Asian diasporic racial formations. Committed to building intellectual communities beyond institutions, she is the founder of the Dark Laboratory, an engine for the study of race, technology, and ecology through digital storytelling. Dr. Goffe is also the Executive Director of the Afro-Asia Group, an organization that centers the intersections of African and Asian diasporas, futurity, and radical coalition towards sovereignty. www.palumbo-liu.comhttps://speakingoutofplace.comBluesky @palumboliu.bsky.socialInstagram @speaking_out_of_place

In this episode on the Speaking Out of Place podcast, Professor David Palumbo-Liutalks with Tao Leigh Goffe about her new, magisterial Dark Laboratory: On Columbus, the Caribbean, and the Origins of the Climate Crisis. Spanning many fields and disciplines in the natural sciences, social sciences, the humanities, and the arts, Professor Goffe weaves together a historically rich and geographically complex picture of how capitalism and racism undergird the climate crisis in ways made invisible or benign via the work of the west's “dark laboratory.” Writing back through accounts of indigenous bird watching and Black provisional grounds, we talk about things as seemingly different as the massive guano industry built on Chinese and Indian labor in the 19th century to Malcolm X's boyhood vegetable garden in Michigan. We talk in particular about one of the key passages of Dark Laboratory, where Tao writes:“Still, we manage to create a poetics out of that which wishes to destroy us and the planet. How else will we be able to live in ‘the after'? We must reassess what a problem is. Living is not a problem, as Audrey Lorde reminds us. I would add that dying is not a problem either. Decomposing is essential to the natural order and cycle of life. Living at the expense of others is a problem.”Tao Leigh Goffe is a writer, theorist, and interdisciplinary artist who grew up between the UK and New York City. For the past fifteen years she has specialized in colonial histories of race, geology, climate, and media technologies. Dr. Goffe lives and works in Manhattan where she is an Associate Professor at CUNY in Black Studies. She teaches classes on literary theory and cultural history. Dr. Goffe's book on how the climate crisis is a racial crisis is called DARK LABORATORY (Doubleday and Hamish Hamilton (Penguin UK, 2025). Her second book BLACK CAPITAL, CHINESE DEBT, under contract with Duke University Press, presents a long history of racialization, modern finance, and indebtedness. It brings together subjects of the Atlantic and Pacific markets from 1806 to the present under European colonialism. Dr. Goffe is a fellow at the Harvard University Kennedy School in racial justice. Her research explores Black diasporic intellectual histories, political, and ecological life. She studied English literature at Princeton University before earning her PhD at Yale University. Dr. Goffe's research and curatorial work is rooted in literatures and theories of labor that center Black feminist engagements with Indigeneity and Asian diasporic racial formations. Committed to building intellectual communities beyond institutions, she is the founder of the Dark Laboratory, an engine for the study of race, technology, and ecology through digital storytelling. Dr. Goffe is also the Executive Director of the Afro-Asia Group, an organization that centers the intersections of African and Asian diasporas, futurity, and radical coalition towards sovereignty. www.palumbo-liu.comhttps://speakingoutofplace.comBluesky @palumboliu.bsky.socialInstagram @speaking_out_of_place

In this episode on the Speaking Out of Place podcast, Professor David Palumbo-Liutalks with Tao Leigh Goffe about her new, magisterial Dark Laboratory: On Columbus, the Caribbean, and the Origins of the Climate Crisis. Spanning many fields and disciplines in the natural sciences, social sciences, the humanities, and the arts, Professor Goffe weaves together a historically rich and geographically complex picture of how capitalism and racism undergird the climate crisis in ways made invisible or benign via the work of the west's “dark laboratory.” Writing back through accounts of indigenous bird watching and Black provisional grounds, we talk about things as seemingly different as the massive guano industry built on Chinese and Indian labor in the 19th century to Malcolm X's boyhood vegetable garden in Michigan. We talk in particular about one of the key passages of Dark Laboratory, where Tao writes:“Still, we manage to create a poetics out of that which wishes to destroy us and the planet. How else will we be able to live in ‘the after'? We must reassess what a problem is. Living is not a problem, as Audrey Lorde reminds us. I would add that dying is not a problem either. Decomposing is essential to the natural order and cycle of life. Living at the expense of others is a problem.”Tao Leigh Goffe is a writer, theorist, and interdisciplinary artist who grew up between the UK and New York City. For the past fifteen years she has specialized in colonial histories of race, geology, climate, and media technologies. Dr. Goffe lives and works in Manhattan where she is an Associate Professor at CUNY in Black Studies. She teaches classes on literary theory and cultural history. Dr. Goffe's book on how the climate crisis is a racial crisis is called DARK LABORATORY (Doubleday and Hamish Hamilton (Penguin UK, 2025). Her second book BLACK CAPITAL, CHINESE DEBT, under contract with Duke University Press, presents a long history of racialization, modern finance, and indebtedness. It brings together subjects of the Atlantic and Pacific markets from 1806 to the present under European colonialism. Dr. Goffe is a fellow at the Harvard University Kennedy School in racial justice. Her research explores Black diasporic intellectual histories, political, and ecological life. She studied English literature at Princeton University before earning her PhD at Yale University. Dr. Goffe's research and curatorial work is rooted in literatures and theories of labor that center Black feminist engagements with Indigeneity and Asian diasporic racial formations. Committed to building intellectual communities beyond institutions, she is the founder of the Dark Laboratory, an engine for the study of race, technology, and ecology through digital storytelling. Dr. Goffe is also the Executive Director of the Afro-Asia Group, an organization that centers the intersections of African and Asian diasporas, futurity, and radical coalition towards sovereignty. www.palumbo-liu.comhttps://speakingoutofplace.comBluesky @palumboliu.bsky.socialInstagram @speaking_out_of_place

In this episode on the Speaking Out of Place podcast, Professor David Palumbo-Liutalks with Tao Leigh Goffe about her new, magisterial Dark Laboratory: On Columbus, the Caribbean, and the Origins of the Climate Crisis. Spanning many fields and disciplines in the natural sciences, social sciences, the humanities, and the arts, Professor Goffe weaves together a historically rich and geographically complex picture of how capitalism and racism undergird the climate crisis in ways made invisible or benign via the work of the west's “dark laboratory.” Writing back through accounts of indigenous bird watching and Black provisional grounds, we talk about things as seemingly different as the massive guano industry built on Chinese and Indian labor in the 19th century to Malcolm X's boyhood vegetable garden in Michigan. We talk in particular about one of the key passages of Dark Laboratory, where Tao writes:“Still, we manage to create a poetics out of that which wishes to destroy us and the planet. How else will we be able to live in ‘the after'? We must reassess what a problem is. Living is not a problem, as Audrey Lorde reminds us. I would add that dying is not a problem either. Decomposing is essential to the natural order and cycle of life. Living at the expense of others is a problem.”Tao Leigh Goffe is a writer, theorist, and interdisciplinary artist who grew up between the UK and New York City. For the past fifteen years she has specialized in colonial histories of race, geology, climate, and media technologies. Dr. Goffe lives and works in Manhattan where she is an Associate Professor at CUNY in Black Studies. She teaches classes on literary theory and cultural history. Dr. Goffe's book on how the climate crisis is a racial crisis is called DARK LABORATORY (Doubleday and Hamish Hamilton (Penguin UK, 2025). Her second book BLACK CAPITAL, CHINESE DEBT, under contract with Duke University Press, presents a long history of racialization, modern finance, and indebtedness. It brings together subjects of the Atlantic and Pacific markets from 1806 to the present under European colonialism. Dr. Goffe is a fellow at the Harvard University Kennedy School in racial justice. Her research explores Black diasporic intellectual histories, political, and ecological life. She studied English literature at Princeton University before earning her PhD at Yale University. Dr. Goffe's research and curatorial work is rooted in literatures and theories of labor that center Black feminist engagements with Indigeneity and Asian diasporic racial formations. Committed to building intellectual communities beyond institutions, she is the founder of the Dark Laboratory, an engine for the study of race, technology, and ecology through digital storytelling. Dr. Goffe is also the Executive Director of the Afro-Asia Group, an organization that centers the intersections of African and Asian diasporas, futurity, and radical coalition towards sovereignty. www.palumbo-liu.comhttps://speakingoutofplace.comBluesky @palumboliu.bsky.socialInstagram @speaking_out_of_place

In this episode on the Speaking Out of Place podcast, Professor David Palumbo-Liutalks with Tao Leigh Goffe about her new, magisterial Dark Laboratory: On Columbus, the Caribbean, and the Origins of the Climate Crisis. Spanning many fields and disciplines in the natural sciences, social sciences, the humanities, and the arts, Professor Goffe weaves together a historically rich and geographically complex picture of how capitalism and racism undergird the climate crisis in ways made invisible or benign via the work of the west's “dark laboratory.” Writing back through accounts of indigenous bird watching and Black provisional grounds, we talk about things as seemingly different as the massive guano industry built on Chinese and Indian labor in the 19th century to Malcolm X's boyhood vegetable garden in Michigan. We talk in particular about one of the key passages of Dark Laboratory, where Tao writes:“Still, we manage to create a poetics out of that which wishes to destroy us and the planet. How else will we be able to live in ‘the after'? We must reassess what a problem is. Living is not a problem, as Audrey Lorde reminds us. I would add that dying is not a problem either. Decomposing is essential to the natural order and cycle of life. Living at the expense of others is a problem.”Tao Leigh Goffe is a writer, theorist, and interdisciplinary artist who grew up between the UK and New York City. For the past fifteen years she has specialized in colonial histories of race, geology, climate, and media technologies. Dr. Goffe lives and works in Manhattan where she is an Associate Professor at CUNY in Black Studies. She teaches classes on literary theory and cultural history. Dr. Goffe's book on how the climate crisis is a racial crisis is called DARK LABORATORY (Doubleday and Hamish Hamilton (Penguin UK, 2025). Her second book BLACK CAPITAL, CHINESE DEBT, under contract with Duke University Press, presents a long history of racialization, modern finance, and indebtedness. It brings together subjects of the Atlantic and Pacific markets from 1806 to the present under European colonialism. Dr. Goffe is a fellow at the Harvard University Kennedy School in racial justice. Her research explores Black diasporic intellectual histories, political, and ecological life. She studied English literature at Princeton University before earning her PhD at Yale University. Dr. Goffe's research and curatorial work is rooted in literatures and theories of labor that center Black feminist engagements with Indigeneity and Asian diasporic racial formations. Committed to building intellectual communities beyond institutions, she is the founder of the Dark Laboratory, an engine for the study of race, technology, and ecology through digital storytelling. Dr. Goffe is also the Executive Director of the Afro-Asia Group, an organization that centers the intersections of African and Asian diasporas, futurity, and radical coalition towards sovereignty. www.palumbo-liu.comhttps://speakingoutofplace.comBluesky @palumboliu.bsky.socialInstagram @speaking_out_of_place

In this episode on the Speaking Out of Place podcast, Professor David Palumbo-Liutalks with Tao Leigh Goffe about her new, magisterial Dark Laboratory: On Columbus, the Caribbean, and the Origins of the Climate Crisis. Spanning many fields and disciplines in the natural sciences, social sciences, the humanities, and the arts, Professor Goffe weaves together a historically rich and geographically complex picture of how capitalism and racism undergird the climate crisis in ways made invisible or benign via the work of the west's “dark laboratory.” Writing back through accounts of indigenous bird watching and Black provisional grounds, we talk about things as seemingly different as the massive guano industry built on Chinese and Indian labor in the 19th century to Malcolm X's boyhood vegetable garden in Michigan. We talk in particular about one of the key passages of Dark Laboratory, where Tao writes:“Still, we manage to create a poetics out of that which wishes to destroy us and the planet. How else will we be able to live in ‘the after'? We must reassess what a problem is. Living is not a problem, as Audrey Lorde reminds us. I would add that dying is not a problem either. Decomposing is essential to the natural order and cycle of life. Living at the expense of others is a problem.”Tao Leigh Goffe is a writer, theorist, and interdisciplinary artist who grew up between the UK and New York City. For the past fifteen years she has specialized in colonial histories of race, geology, climate, and media technologies. Dr. Goffe lives and works in Manhattan where she is an Associate Professor at CUNY in Black Studies. She teaches classes on literary theory and cultural history. Dr. Goffe's book on how the climate crisis is a racial crisis is called DARK LABORATORY (Doubleday and Hamish Hamilton (Penguin UK, 2025). Her second book BLACK CAPITAL, CHINESE DEBT, under contract with Duke University Press, presents a long history of racialization, modern finance, and indebtedness. It brings together subjects of the Atlantic and Pacific markets from 1806 to the present under European colonialism. Dr. Goffe is a fellow at the Harvard University Kennedy School in racial justice. Her research explores Black diasporic intellectual histories, political, and ecological life. She studied English literature at Princeton University before earning her PhD at Yale University. Dr. Goffe's research and curatorial work is rooted in literatures and theories of labor that center Black feminist engagements with Indigeneity and Asian diasporic racial formations. Committed to building intellectual communities beyond institutions, she is the founder of the Dark Laboratory, an engine for the study of race, technology, and ecology through digital storytelling. Dr. Goffe is also the Executive Director of the Afro-Asia Group, an organization that centers the intersections of African and Asian diasporas, futurity, and radical coalition towards sovereignty. www.palumbo-liu.comhttps://speakingoutofplace.comBluesky @palumboliu.bsky.socialInstagram @speaking_out_of_place

Today I talk with Tao Leigh Goffe about her new, magisterial Dark Laboratory: On Columbus, the Caribbean, and the Origins of the Climate Crisis.  Spanning many fields and disciplines in the natural sciences, social sciences, the humanities and the arts, Professor Goffe weaves together an historically rich and geographically complex picture of how capitalism and racism undergird the climate crisis in ways made invisible or benign via the work of the west's “dark laboratory.”  Writing back through accounts of indigenous bird watching and Black provisional grounds, we talk about things as seemingly different as the massive guano industry built on Chinese and Indian labor in the 19th century to Malcolm-X's boyhood vegetable garden in Michigan.  We talk in particular about one of the key passages of Dark Laboratory, where Tao writes:“Still, we manage to create a poetics out of that which wishes to destroy us and the planet.  How else will we be able to live in ‘the after'? We must reassess what a problem is.  Living is not a problem, as Audrey Lorde reminds us. I would add that dying is not a problem either. Decomposing is essential to the natural order and cycle of life. Living at the expense of others is a problem.”Tao Leigh Goffe is a writer, theorist, and interdisciplinary artist who grew up between the UK and New York City. For the past fifteen years she has specialized in colonial histories of race, geology, climate, and media technologies. Dr. Goffe lives and works in Manhattan where she is an Associate Professor at CUNY in Black Studies. She teaches classes on literary theory and cultural history. Dr. Goffe's book on how the climate crisis is a racial crisis is called DARK LABORATORY (Doubleday and Hamish Hamilton (Penguin UK, 2025)). Her second book BLACK CAPITAL, CHINESE DEBT, under contract with Duke University Press, presents a long history of racialization, modern finance, and indebtedness. It brings together subjects of the Atlantic and Pacific markets from 1806 to the present under European colonialism. Dr. Goffe is a fellow at the Harvard University Kennedy School in racial justice. Her research explores Black diasporic intellectual histories, political, and ecological life. She studied English literature at Princeton University before earning her PhD at Yale University. Dr. Goffe's research and curatorial work is rooted in literatures and theories of labor that center Black feminist engagements with Indigeneity and Asian diasporic racial formations. Committed to building intellectual communities beyond institutions, she is the founder of the Dark Laboratory, an engine for the study of race, technology, and ecology through digital storytelling. Dr. Goffe is also the Executive Director of the Afro-Asia Group, an organization that centers the intersections of African and Asian diasporas, futurity, and radical coalition towards sovereignty.   

Tyler Hern of KY has been arrested after police discovered the decomposing body of his wife inside their home. He told police she had been dead for at least ten days. See omnystudio.com/listener for privacy information.

Jennifer Harris, 28, vanishes on Mother’s Day 2002, leaving behind a web of complicated relationships. Her body is found six days later, naked and decomposed in the Red River. Investigators zero in on her ex-husband and ex-boyfriend, but the case quickly goes cold.See omnystudio.com/listener for privacy information.

A Pennsylvania family lives with a decomposing body for months. A Hollywood actor’s social media account is hacked to promote a fraudulent cryptocurrency. Drew Nelson reports.See omnystudio.com/listener for privacy information.

When Poogs and Timpani give the group some space, the rest of the Re-Slayers head to the outskirts of Vasselheim to investigate Heldwell's haunted house. The Re-Slayers Take is the story of six misfit mercenaries that are rejected from the elite monster hunting group, The Slayer's Take who band together, forming the second-coolest monster hunting group; The Re-Slayers Take battling supernatural creatures across the rugged continent of Issylra. Listen to new episodes of The Re-Slayer's Take every Monday anywhere you stream podcasts! Listen to this audio adventure two weeks early and uninterrupted by ads with Beacon! Sign up for a Beacon Membership today at https://beacon.tv/join! Game Masters: Nick Williams and George Primavera Cast Members Jasmine Bhullar, Caroline Lux, Jasmine Chiong Created by Nick Williams & George Primavera Produced by George Primavera, Nick Williams, and Kirby Winslow Logo Art by Jordyn Torrence Character Art by Elaine Tipping || https://elainetipping.com/ || @TriaElf9 (Twitter) || @triaelf9 (Instagram) “80s” Theme Song by Chill Carrier Additional Music by Zach Carlson “Famous Friend” || @famousfriend (Instagram) Gavain Von Eite by Dylan McCollum Maurice by Marty Abbe-Schneider Dronk Stonefist by Gabe Greenspan Euphemia by Lelia Symington Various NPCs by Nick Williams and George Primavera Learn more about Hero Club: https://heroclubpodcast.com/ Follow us! Website: https://www.critrole.com Newsletter: https://critrole.com/newsletter Facebook: https://www.facebook.com/criticalrole Twitter: https://twitter.com/criticalrole Instagram: https://instagram.com/critical_role TikTok: https://www.tiktok.com/@criticalrole Twitch: https://www.twitch.tv/criticalrole Learn more about your ad choices. Visit megaphone.fm/adchoices

Four Indiana men are charged with murder after a body is found in a New Jersey wildlife area, believed to be that of a man missing several months. Authorities continue to investigate the suspect in the quadruple homicide of college students in Idaho, as earlier links to another case raise questions. Drew Nelson reports.See omnystudio.com/listener for privacy information.

Zachary Mazlish is an economist at the University of Oxford, and he joins David on Macro Musings to explain some recent and important macroeconomic developments, specifically the inflation linkages to the 2024 presidential election and the macroeconomic implications of transformative AI. David and Zach also discuss transformative AI's impact on asset pricing, optimal monetary policy in world of high growth, the causes of the slowdown in trend productivity, and more.   Transcript for this week's  episode.   Zach's Twitter: @ZMazlish Zach's Substack Zach's website   David Beckworth's Twitter: @DavidBeckworth Follow us on Twitter: @Macro_Musings   Check out our new AI chatbot: the Macro Musebot! Join the new Macro Musings Discord server!   Join the Macro Musings mailing list! Check out our Macro Musings merch!   Related Links:   *Yes, Inflation Made the Median Voter Poorer* by Zachary Mazlish   *Transformative AI, Existential Risk, and Real Interest Rates* by Trevor Chow, Basil Halperin, and Zachary Mazlish   *Decomposing the Great Stagnation: Baumol's Cost Disease vs. “Ideas Are Getting Hard to Find”* by Basil Halperin and Zachary Mazlish   *The Unexpected Compression: Competition at Work in the Low Wage Labor Market* by David Autor, Arin Dube, and Annie McGrew   Timestamps:   (00:00:00) – Intro   (00:04:03) – Inflation Made the Median Voter Poorer: Comparing Periods of Wage Growth   (00:15:26) – Inflation Made the Median Voter Poorer: The Median Change in the Wage   (00:22:19) – Assessing the Feedback to Zachary's Article   (00:25:05) – The Significance of Transformative AI and its Double-Edged Sword   (00:27:02) – The Impact of Transformative AI on Asset Pricing and its Policy Challenges   (00:38:07) – The Broader Macroeconomic Effects of Rapid Growth   (00:41:05) – Optimal Monetary Policy in a World of High Growth   (00:43:19) – Exploring the Causes of the Productivity Slowdown   (00:49:21) – Outro

Gloria Williams has been sentenced to 50 years in prison after abandoning her children in an apartment with her dead son's body.  Nicole Partin reporting. See omnystudio.com/listener for privacy information.

Woman gets convicted for 50 years in prison for living in her apartment with her decomposing sons body plus more news

Prize-winning poet Penny Boxall has spent the past year as writer-in-residence at Wytham Woods in Oxford, studying soil. The results - a series of decomposing poems - are her farewell gift to the woods: buried poems, submerged poems, and poems written on fruit. As Penny finishes her residency, Charlie begins her own at Wytham. On a sunny autumn day, they walked the woods together with spade and hammer, as Penny hid her year's work around tree trunks, in moss and in earth.  Music for 'Calcite Eyes' from Replaying the Tape composed and performed by Jane Boxall. 

Jon and Carie Hallford, the owners of Return to Nature Funeral Home in Penrose, Colorado, pleaded guilty to federal wire fraud charges related to their alleged misuse of pandemic relief funds and customer payments. The couple is accused of spending nearly $900,000 in relief funds on personal luxuries, including vehicles, designer items, and vacations, while leaving over 190 bodies decomposing in their facility, according to court documents. This facility, located about an hour south of Denver, became the focus of a federal investigation after the bodies were discovered in conditions that horrified families and state officials alike. The Hallfords pleaded guilty to one count each of conspiracy to commit wire fraud. Prosecutors, per the plea agreement, are limited to requesting no more than a 15-year prison sentence, though the agreement awaits final approval by a judge. Assistant U.S. Attorney Tim Neff stated that the plea deal encompasses both the Hallfords' acknowledgment of COVID-19 relief fraud and additional fraud perpetrated against their customers. According to court filings, the Hallfords diverted funds intended for business expenses during the pandemic toward a lavish lifestyle. Purchases reportedly included a GMC Yukon and an Infiniti worth over $120,000 collectively, cryptocurrency investments of $31,000, body sculpting services, trips to California, Florida, and Las Vegas, and luxury items from brands like Gucci and Tiffany & Co. "These funds were supposed to support struggling businesses during the pandemic, not to fuel extravagant personal spending," noted Assistant U.S. Attorney Tim Neff, highlighting the gravity of the Hallfords' actions. The grim conditions discovered at Return to Nature Funeral Home extended beyond financial misconduct. An investigation following last year's discovery revealed bodies stacked haphazardly, some reportedly in place since 2019. In some instances, the wrong bodies were buried, and the remains provided to grieving families often included fake ashes made of dry concrete. The Associated Press reported that the Hallfords fabricated cremation records, leaving families devastated upon learning that their loved ones had never been properly handled. Crystina Page, a mother whose son's body was left decomposing in the Hallfords' facility, expressed her anguish during the court hearing, stating, “My son was one of those victims; he lost 60% of his body weight.” She painfully recounted the conditions she believed he endured, saying, “Rats and maggots ate his face.” Page expressed her frustration with the limited plea deal but acknowledged it was “as close to justice as [she] was going to get.” The federal indictment added to an extensive list of charges already pending against the Hallfords in Colorado state court, where they face more than 200 counts related to corpse abuse and forgery. Meanwhile, Jon Hallford's defense is being handled by the federal public defender's office, which has not commented on the case. Attempts to reach Carie Hallford's legal team were unsuccessful, and her attorney in state proceedings, Michael Stuzynski, declined to provide further comments. The disturbing details emerging from the Hallfords' case prompted Colorado lawmakers to reevaluate and reform state funeral home regulations in 2024. New laws now require routine inspections and mandatory licensing for funeral home operators, a move motivated by the stories of families who, like Crystina Page, had their final goodbyes to loved ones turned into moments of anguish and loss. Want to listen to ALL of our podcasts AD-FREE? Subscribe through APPLE PODCASTS, and try it for three days free: https://tinyurl.com/ycw626tj Follow Our Other Cases: https://www.truecrimetodaypod.com The latest on The Downfall of Diddy, The Trial of Karen Read, The Murder Of Maddie Soto, Catching the Long Island Serial Killer, Awaiting Admission: BTK's Unconfessed Crimes, Delphi Murders: Inside the Crime, Chad & Lori Daybell, The Murder of Ana Walshe, Alex Murdaugh, Bryan Kohberger, Lucy Letby, Kouri Richins, Malevolent Mormon Mommys, The Menendez Brothers: Quest For Justice, The Murder of Stephen Smith, The Murder of Madeline Kingsbury, The Murder Of Sandra Birchmore, and much more! Listen at https://www.truecrimetodaypod.com

Jon and Carie Hallford, the owners of Return to Nature Funeral Home in Penrose, Colorado, pleaded guilty to federal wire fraud charges related to their alleged misuse of pandemic relief funds and customer payments. The couple is accused of spending nearly $900,000 in relief funds on personal luxuries, including vehicles, designer items, and vacations, while leaving over 190 bodies decomposing in their facility, according to court documents. This facility, located about an hour south of Denver, became the focus of a federal investigation after the bodies were discovered in conditions that horrified families and state officials alike. The Hallfords pleaded guilty to one count each of conspiracy to commit wire fraud. Prosecutors, per the plea agreement, are limited to requesting no more than a 15-year prison sentence, though the agreement awaits final approval by a judge. Assistant U.S. Attorney Tim Neff stated that the plea deal encompasses both the Hallfords' acknowledgment of COVID-19 relief fraud and additional fraud perpetrated against their customers. According to court filings, the Hallfords diverted funds intended for business expenses during the pandemic toward a lavish lifestyle. Purchases reportedly included a GMC Yukon and an Infiniti worth over $120,000 collectively, cryptocurrency investments of $31,000, body sculpting services, trips to California, Florida, and Las Vegas, and luxury items from brands like Gucci and Tiffany & Co. "These funds were supposed to support struggling businesses during the pandemic, not to fuel extravagant personal spending," noted Assistant U.S. Attorney Tim Neff, highlighting the gravity of the Hallfords' actions. The grim conditions discovered at Return to Nature Funeral Home extended beyond financial misconduct. An investigation following last year's discovery revealed bodies stacked haphazardly, some reportedly in place since 2019. In some instances, the wrong bodies were buried, and the remains provided to grieving families often included fake ashes made of dry concrete. The Associated Press reported that the Hallfords fabricated cremation records, leaving families devastated upon learning that their loved ones had never been properly handled. Crystina Page, a mother whose son's body was left decomposing in the Hallfords' facility, expressed her anguish during the court hearing, stating, “My son was one of those victims; he lost 60% of his body weight.” She painfully recounted the conditions she believed he endured, saying, “Rats and maggots ate his face.” Page expressed her frustration with the limited plea deal but acknowledged it was “as close to justice as [she] was going to get.” The federal indictment added to an extensive list of charges already pending against the Hallfords in Colorado state court, where they face more than 200 counts related to corpse abuse and forgery. Meanwhile, Jon Hallford's defense is being handled by the federal public defender's office, which has not commented on the case. Attempts to reach Carie Hallford's legal team were unsuccessful, and her attorney in state proceedings, Michael Stuzynski, declined to provide further comments. The disturbing details emerging from the Hallfords' case prompted Colorado lawmakers to reevaluate and reform state funeral home regulations in 2024. New laws now require routine inspections and mandatory licensing for funeral home operators, a move motivated by the stories of families who, like Crystina Page, had their final goodbyes to loved ones turned into moments of anguish and loss. Want to listen to ALL of our podcasts AD-FREE? Subscribe through APPLE PODCASTS, and try it for three days free: https://tinyurl.com/ycw626tj Follow Our Other Cases: https://www.truecrimetodaypod.com The latest on The Downfall of Diddy, The Trial of Karen Read, The Murder Of Maddie Soto, Catching the Long Island Serial Killer, Awaiting Admission: BTK's Unconfessed Crimes, Delphi Murders: Inside the Crime, Chad & Lori Daybell, The Murder of Ana Walshe, Alex Murdaugh, Bryan Kohberger, Lucy Letby, Kouri Richins, Malevolent Mormon Mommys, The Menendez Brothers: Quest For Justice, The Murder of Stephen Smith, The Murder of Madeline Kingsbury, The Murder Of Sandra Birchmore, and much more! Listen at https://www.truecrimetodaypod.com

Jon and Carie Hallford, the owners of Return to Nature Funeral Home in Penrose, Colorado, pleaded guilty to federal wire fraud charges related to their alleged misuse of pandemic relief funds and customer payments. The couple is accused of spending nearly $900,000 in relief funds on personal luxuries, including vehicles, designer items, and vacations, while leaving over 190 bodies decomposing in their facility, according to court documents. This facility, located about an hour south of Denver, became the focus of a federal investigation after the bodies were discovered in conditions that horrified families and state officials alike. The Hallfords pleaded guilty to one count each of conspiracy to commit wire fraud. Prosecutors, per the plea agreement, are limited to requesting no more than a 15-year prison sentence, though the agreement awaits final approval by a judge. Assistant U.S. Attorney Tim Neff stated that the plea deal encompasses both the Hallfords' acknowledgment of COVID-19 relief fraud and additional fraud perpetrated against their customers. According to court filings, the Hallfords diverted funds intended for business expenses during the pandemic toward a lavish lifestyle. Purchases reportedly included a GMC Yukon and an Infiniti worth over $120,000 collectively, cryptocurrency investments of $31,000, body sculpting services, trips to California, Florida, and Las Vegas, and luxury items from brands like Gucci and Tiffany & Co. "These funds were supposed to support struggling businesses during the pandemic, not to fuel extravagant personal spending," noted Assistant U.S. Attorney Tim Neff, highlighting the gravity of the Hallfords' actions. The grim conditions discovered at Return to Nature Funeral Home extended beyond financial misconduct. An investigation following last year's discovery revealed bodies stacked haphazardly, some reportedly in place since 2019. In some instances, the wrong bodies were buried, and the remains provided to grieving families often included fake ashes made of dry concrete. The Associated Press reported that the Hallfords fabricated cremation records, leaving families devastated upon learning that their loved ones had never been properly handled. Crystina Page, a mother whose son's body was left decomposing in the Hallfords' facility, expressed her anguish during the court hearing, stating, “My son was one of those victims; he lost 60% of his body weight.” She painfully recounted the conditions she believed he endured, saying, “Rats and maggots ate his face.” Page expressed her frustration with the limited plea deal but acknowledged it was “as close to justice as [she] was going to get.” The federal indictment added to an extensive list of charges already pending against the Hallfords in Colorado state court, where they face more than 200 counts related to corpse abuse and forgery. Meanwhile, Jon Hallford's defense is being handled by the federal public defender's office, which has not commented on the case. Attempts to reach Carie Hallford's legal team were unsuccessful, and her attorney in state proceedings, Michael Stuzynski, declined to provide further comments. The disturbing details emerging from the Hallfords' case prompted Colorado lawmakers to reevaluate and reform state funeral home regulations in 2024. New laws now require routine inspections and mandatory licensing for funeral home operators, a move motivated by the stories of families who, like Crystina Page, had their final goodbyes to loved ones turned into moments of anguish and loss. Want to listen to ALL of our podcasts AD-FREE? Subscribe through APPLE PODCASTS, and try it for three days free: https://tinyurl.com/ycw626tj Follow Our Other Cases: https://www.truecrimetodaypod.com The latest on The Downfall of Diddy, The Trial of Karen Read, The Murder Of Maddie Soto, Catching the Long Island Serial Killer, Awaiting Admission: BTK's Unconfessed Crimes, Delphi Murders: Inside the Crime, Chad & Lori Daybell, The Murder of Ana Walshe, Alex Murdaugh, Bryan Kohberger, Lucy Letby, Kouri Richins, Malevolent Mormon Mommys, The Menendez Brothers: Quest For Justice, The Murder of Stephen Smith, The Murder of Madeline Kingsbury, The Murder Of Sandra Birchmore, and much more! Listen at https://www.truecrimetodaypod.com 

The Battle Bros recap discuss the implications of the latest Banned and Restricted announcement that some would say is one of the largest book banning's we've ever seen in Rathe. How does this change the game going forward? Has anyone checked on Kano? Is he ok? Tome of Aetherwind did nothing wrong!! Um...We also get super hyped for Rosetta and all the hidden collectible goodies, Also, next month we'll be making our 100th Episode and we want to hear from you! Send us your voice memo questions (or any questions) at theattackactionpodcast@gmail.com On that note we just wanted to say Thank You for supporting us! It's been a wild journey these past 4 years and we're so excited to be a part of the fabric of Flesh and Blood and we are honored that you choose week after week to listen to our ramblings about the game we all love (and sometimes get mad at). As always, remember to shout out “The Attack Action Podcast” wherever you are. No one can say that it doesn't help grow the podcast. 00:00 Intro00:51 Life Updates22:09 Main Topic34:55 IRA IS BACK!!?37:51 Post Book Ban FaB01:02:33 Expansion Slot Exposition01:13:17 What about ROS Excites Us01:43:40 5th Year Anniversary Box Thoughts01:44:28 100TH EP HOMEWORKProduced by: The Attack Action PodcastEdited by: Greg GrenierMusic by: Alexander NakaradaOur Socials etc.Twitter: @TheAttackAction @BattlebroTaylor @ZayneZainZen @TasteeTown@BlakeMeierEmail: theattackactionpodcast@gmail.com

An Arizona man has been arrested after authorities allegedly found his 9-year-old son's decomposing body on a couch in their home, according to multiple reports. Joseph Gregory Antonsen, 38, was taken into custody following the grim discovery at the family's residence in the Picture Rocks area on Sunday, July 14. The Arizona Republic, AZ Family, and KVOA reported on the arrest, citing a police news release. Online jail records indicate that Antonsen is being held on a bond of $500,000 and faces charges of child abuse and negligent homicide. It is not immediately clear if he has entered pleas to the charges or retained an attorney. The investigation began when authorities conducted a welfare check at the property and found Antonsen's son lifeless on a couch. According to the news release, the boy's body was already in the process of decomposition. The Arizona Republic reported, citing the news release, that the home was in a state of severe neglect. The Arizona Republic, referencing unspecified court documents, reported that Antonsen allegedly told officers his son had been unwell two days prior. He claimed he intended to take the child to the doctor, but the boy started “shuttering and going limp,” according to the documents. When Antonsen returned after turning on his car, he realized the boy was not breathing and did not have a pulse. Instead of calling for help, Antonsen allegedly left the home for a period, leaving his son inside. The documents further allege that Antonsen knew he should have sought immediate assistance but failed to do so. The police news release also described the deplorable conditions inside the home, which was filled with garbage such as “empty beer cans, large piles of soiled diapers, rotten food, bottles full of what appears to be urine, lots of insect activity, and spiders (black widow and brown recluse),” according to KOLD. Neighbors expressed shock and sadness over the incident. One neighbor, whose daughter used to play with the boy, told KOLD, “His son was really cute. He was a really friendly kid. He was very polite. He was a lot friendlier than his dad.” She added that she had not seen the boy in around a month and had noticed seeing the family less frequently in recent months. Another neighbor told the outlet that she thought the house had been abandoned. This tragic incident has raised serious questions about the circumstances leading to the boy's death and the living conditions in the home. As the investigation continues, authorities and the community are left grappling with the devastating loss of a young life. #JosephGregoryAntonsen #ChildAbuse #NegligentHomicide #WelfareCheck #ArizonaCrime #DecomposingBody #ParentingNeglect Want to listen to ALL of our podcasts AD-FREE? Subscribe through APPLE PODCASTS, and try it for three days free: https://tinyurl.com/ycw626tj Follow Our Other Cases: https://www.truecrimetodaypod.com The latest on The Downfall of Diddy, The Trial of Karen Read, The Murder Of Maddie Soto, Catching the Long Island Serial Killer, Awaiting Admission: BTK's Unconfessed Crimes, Delphi Murders: Inside the Crime, Chad & Lori Daybell, The Murder of Ana Walshe, Alex Murdaugh, Bryan Kohberger, Lucy Letby, Kouri Richins, Malevolent Mormon Mommys, Justice for Harmony Montgomery, The Murder of Stephen Smith, The Murder of Madeline Kingsbury, and much more! Listen at https://www.truecrimetodaypod.com

An Arizona man has been arrested after authorities allegedly found his 9-year-old son's decomposing body on a couch in their home, according to multiple reports. Joseph Gregory Antonsen, 38, was taken into custody following the grim discovery at the family's residence in the Picture Rocks area on Sunday, July 14. The Arizona Republic, AZ Family, and KVOA reported on the arrest, citing a police news release. Online jail records indicate that Antonsen is being held on a bond of $500,000 and faces charges of child abuse and negligent homicide. It is not immediately clear if he has entered pleas to the charges or retained an attorney. The investigation began when authorities conducted a welfare check at the property and found Antonsen's son lifeless on a couch. According to the news release, the boy's body was already in the process of decomposition. The Arizona Republic reported, citing the news release, that the home was in a state of severe neglect. The Arizona Republic, referencing unspecified court documents, reported that Antonsen allegedly told officers his son had been unwell two days prior. He claimed he intended to take the child to the doctor, but the boy started “shuttering and going limp,” according to the documents. When Antonsen returned after turning on his car, he realized the boy was not breathing and did not have a pulse. Instead of calling for help, Antonsen allegedly left the home for a period, leaving his son inside. The documents further allege that Antonsen knew he should have sought immediate assistance but failed to do so. The police news release also described the deplorable conditions inside the home, which was filled with garbage such as “empty beer cans, large piles of soiled diapers, rotten food, bottles full of what appears to be urine, lots of insect activity, and spiders (black widow and brown recluse),” according to KOLD. Neighbors expressed shock and sadness over the incident. One neighbor, whose daughter used to play with the boy, told KOLD, “His son was really cute. He was a really friendly kid. He was very polite. He was a lot friendlier than his dad.” She added that she had not seen the boy in around a month and had noticed seeing the family less frequently in recent months. Another neighbor told the outlet that she thought the house had been abandoned. This tragic incident has raised serious questions about the circumstances leading to the boy's death and the living conditions in the home. As the investigation continues, authorities and the community are left grappling with the devastating loss of a young life. #JosephGregoryAntonsen #ChildAbuse #NegligentHomicide #WelfareCheck #ArizonaCrime #DecomposingBody #ParentingNeglect Want to listen to ALL of our podcasts AD-FREE? Subscribe through APPLE PODCASTS, and try it for three days free: https://tinyurl.com/ycw626tj Follow Our Other Cases: https://www.truecrimetodaypod.com The latest on The Downfall of Diddy, The Trial of Karen Read, The Murder Of Maddie Soto, Catching the Long Island Serial Killer, Awaiting Admission: BTK's Unconfessed Crimes, Delphi Murders: Inside the Crime, Chad & Lori Daybell, The Murder of Ana Walshe, Alex Murdaugh, Bryan Kohberger, Lucy Letby, Kouri Richins, Malevolent Mormon Mommys, Justice for Harmony Montgomery, The Murder of Stephen Smith, The Murder of Madeline Kingsbury, and much more! Listen at https://www.truecrimetodaypod.com

An Arizona man has been arrested after authorities allegedly found his 9-year-old son's decomposing body on a couch in their home, according to multiple reports. Joseph Gregory Antonsen, 38, was taken into custody following the grim discovery at the family's residence in the Picture Rocks area on Sunday, July 14. The Arizona Republic, AZ Family, and KVOA reported on the arrest, citing a police news release. Online jail records indicate that Antonsen is being held on a bond of $500,000 and faces charges of child abuse and negligent homicide. It is not immediately clear if he has entered pleas to the charges or retained an attorney. The investigation began when authorities conducted a welfare check at the property and found Antonsen's son lifeless on a couch. According to the news release, the boy's body was already in the process of decomposition. The Arizona Republic reported, citing the news release, that the home was in a state of severe neglect. The Arizona Republic, referencing unspecified court documents, reported that Antonsen allegedly told officers his son had been unwell two days prior. He claimed he intended to take the child to the doctor, but the boy started “shuttering and going limp,” according to the documents. When Antonsen returned after turning on his car, he realized the boy was not breathing and did not have a pulse. Instead of calling for help, Antonsen allegedly left the home for a period, leaving his son inside. The documents further allege that Antonsen knew he should have sought immediate assistance but failed to do so. The police news release also described the deplorable conditions inside the home, which was filled with garbage such as “empty beer cans, large piles of soiled diapers, rotten food, bottles full of what appears to be urine, lots of insect activity, and spiders (black widow and brown recluse),” according to KOLD. Neighbors expressed shock and sadness over the incident. One neighbor, whose daughter used to play with the boy, told KOLD, “His son was really cute. He was a really friendly kid. He was very polite. He was a lot friendlier than his dad.” She added that she had not seen the boy in around a month and had noticed seeing the family less frequently in recent months. Another neighbor told the outlet that she thought the house had been abandoned. This tragic incident has raised serious questions about the circumstances leading to the boy's death and the living conditions in the home. As the investigation continues, authorities and the community are left grappling with the devastating loss of a young life. #JosephGregoryAntonsen #ChildAbuse #NegligentHomicide #WelfareCheck #ArizonaCrime #DecomposingBody #ParentingNeglect Want to listen to ALL of our podcasts AD-FREE? Subscribe through APPLE PODCASTS, and try it for three days free: https://tinyurl.com/ycw626tj Follow Our Other Cases: https://www.truecrimetodaypod.com The latest on The Downfall of Diddy, The Trial of Karen Read, The Murder Of Maddie Soto, Catching the Long Island Serial Killer, Awaiting Admission: BTK's Unconfessed Crimes, Delphi Murders: Inside the Crime, Chad & Lori Daybell, The Murder of Ana Walshe, Alex Murdaugh, Bryan Kohberger, Lucy Letby, Kouri Richins, Malevolent Mormon Mommys, Justice for Harmony Montgomery, The Murder of Stephen Smith, The Murder of Madeline Kingsbury, and much more! Listen at https://www.truecrimetodaypod.com

A decomposing body was found in a shed after a dog dropped a human head on the sidewalk Thursday morning in Downtown Fresno. See omnystudio.com/listener for privacy information.

A decomposing body was found in a shed after a dog dropped a human head on the sidewalk Thursday morning in Downtown Fresno. See omnystudio.com/listener for privacy information.

An Arizona man has been arrested after authorities allegedly found his 9-year-old son's decomposing body on a couch in their home, according to multiple reports. Joseph Gregory Antonsen, 38, was taken into custody following the grim discovery at the family's residence in the Picture Rocks area on Sunday, July 14. The Arizona Republic, AZ Family, and KVOA reported on the arrest, citing a police news release. Online jail records indicate that Antonsen is being held on a bond of $500,000 and faces charges of child abuse and negligent homicide. It is not immediately clear if he has entered pleas to the charges or retained an attorney. The investigation began when authorities conducted a welfare check at the property and found Antonsen's son lifeless on a couch. According to the news release, the boy's body was already in the process of decomposition. The Arizona Republic reported, citing the news release, that the home was in a state of severe neglect. The Arizona Republic, referencing unspecified court documents, reported that Antonsen allegedly told officers his son had been unwell two days prior. He claimed he intended to take the child to the doctor, but the boy started “shuttering and going limp,” according to the documents. When Antonsen returned after turning on his car, he realized the boy was not breathing and did not have a pulse. Instead of calling for help, Antonsen allegedly left the home for a period, leaving his son inside. The documents further allege that Antonsen knew he should have sought immediate assistance but failed to do so. The police news release also described the deplorable conditions inside the home, which was filled with garbage such as “empty beer cans, large piles of soiled diapers, rotten food, bottles full of what appears to be urine, lots of insect activity, and spiders (black widow and brown recluse),” according to KOLD. Neighbors expressed shock and sadness over the incident. One neighbor, whose daughter used to play with the boy, told KOLD, “His son was really cute. He was a really friendly kid. He was very polite. He was a lot friendlier than his dad.” She added that she had not seen the boy in around a month and had noticed seeing the family less frequently in recent months. Another neighbor told the outlet that she thought the house had been abandoned. This tragic incident has raised serious questions about the circumstances leading to the boy's death and the living conditions in the home. As the investigation continues, authorities and the community are left grappling with the devastating loss of a young life. #JosephGregoryAntonsen #ChildAbuse #NegligentHomicide #WelfareCheck #ArizonaCrime #DecomposingBody #ParentingNeglect Want to listen to ALL of our podcasts AD-FREE? Subscribe through APPLE PODCASTS, and try it for three days free: https://tinyurl.com/ycw626tj Follow Our Other Cases: https://www.truecrimetodaypod.com The latest on The Downfall of Diddy, The Trial of Karen Read, The Murder Of Maddie Soto, Catching the Long Island Serial Killer, Awaiting Admission: BTK's Unconfessed Crimes, Delphi Murders: Inside the Crime, Chad & Lori Daybell, The Murder of Ana Walshe, Alex Murdaugh, Bryan Kohberger, Lucy Letby, Kouri Richins, Malevolent Mormon Mommys, Justice for Harmony Montgomery, The Murder of Stephen Smith, The Murder of Madeline Kingsbury, and much more! Listen at https://www.truecrimetodaypod.com

An Arizona man has been arrested after authorities allegedly found his 9-year-old son's decomposing body on a couch in their home, according to multiple reports. Joseph Gregory Antonsen, 38, was taken into custody following the grim discovery at the family's residence in the Picture Rocks area on Sunday, July 14. The Arizona Republic, AZ Family, and KVOA reported on the arrest, citing a police news release. Online jail records indicate that Antonsen is being held on a bond of $500,000 and faces charges of child abuse and negligent homicide. It is not immediately clear if he has entered pleas to the charges or retained an attorney. The investigation began when authorities conducted a welfare check at the property and found Antonsen's son lifeless on a couch. According to the news release, the boy's body was already in the process of decomposition. The Arizona Republic reported, citing the news release, that the home was in a state of severe neglect. The Arizona Republic, referencing unspecified court documents, reported that Antonsen allegedly told officers his son had been unwell two days prior. He claimed he intended to take the child to the doctor, but the boy started “shuttering and going limp,” according to the documents. When Antonsen returned after turning on his car, he realized the boy was not breathing and did not have a pulse. Instead of calling for help, Antonsen allegedly left the home for a period, leaving his son inside. The documents further allege that Antonsen knew he should have sought immediate assistance but failed to do so. The police news release also described the deplorable conditions inside the home, which was filled with garbage such as “empty beer cans, large piles of soiled diapers, rotten food, bottles full of what appears to be urine, lots of insect activity, and spiders (black widow and brown recluse),” according to KOLD. Neighbors expressed shock and sadness over the incident. One neighbor, whose daughter used to play with the boy, told KOLD, “His son was really cute. He was a really friendly kid. He was very polite. He was a lot friendlier than his dad.” She added that she had not seen the boy in around a month and had noticed seeing the family less frequently in recent months. Another neighbor told the outlet that she thought the house had been abandoned. This tragic incident has raised serious questions about the circumstances leading to the boy's death and the living conditions in the home. As the investigation continues, authorities and the community are left grappling with the devastating loss of a young life. #JosephGregoryAntonsen #ChildAbuse #NegligentHomicide #WelfareCheck #ArizonaCrime #DecomposingBody #ParentingNeglect Want to listen to ALL of our podcasts AD-FREE? Subscribe through APPLE PODCASTS, and try it for three days free: https://tinyurl.com/ycw626tj Follow Our Other Cases: https://www.truecrimetodaypod.com The latest on The Downfall of Diddy, The Trial of Karen Read, The Murder Of Maddie Soto, Catching the Long Island Serial Killer, Awaiting Admission: BTK's Unconfessed Crimes, Delphi Murders: Inside the Crime, Chad & Lori Daybell, The Murder of Ana Walshe, Alex Murdaugh, Bryan Kohberger, Lucy Letby, Kouri Richins, Malevolent Mormon Mommys, Justice for Harmony Montgomery, The Murder of Stephen Smith, The Murder of Madeline Kingsbury, and much more! Listen at https://www.truecrimetodaypod.com

An Arizona man has been arrested after authorities allegedly found his 9-year-old son's decomposing body on a couch in their home, according to multiple reports. Joseph Gregory Antonsen, 38, was taken into custody following the grim discovery at the family's residence in the Picture Rocks area on Sunday, July 14. The Arizona Republic, AZ Family, and KVOA reported on the arrest, citing a police news release. Online jail records indicate that Antonsen is being held on a bond of $500,000 and faces charges of child abuse and negligent homicide. It is not immediately clear if he has entered pleas to the charges or retained an attorney. The investigation began when authorities conducted a welfare check at the property and found Antonsen's son lifeless on a couch. According to the news release, the boy's body was already in the process of decomposition. The Arizona Republic reported, citing the news release, that the home was in a state of severe neglect. The Arizona Republic, referencing unspecified court documents, reported that Antonsen allegedly told officers his son had been unwell two days prior. He claimed he intended to take the child to the doctor, but the boy started “shuttering and going limp,” according to the documents. When Antonsen returned after turning on his car, he realized the boy was not breathing and did not have a pulse. Instead of calling for help, Antonsen allegedly left the home for a period, leaving his son inside. The documents further allege that Antonsen knew he should have sought immediate assistance but failed to do so. The police news release also described the deplorable conditions inside the home, which was filled with garbage such as “empty beer cans, large piles of soiled diapers, rotten food, bottles full of what appears to be urine, lots of insect activity, and spiders (black widow and brown recluse),” according to KOLD. Neighbors expressed shock and sadness over the incident. One neighbor, whose daughter used to play with the boy, told KOLD, “His son was really cute. He was a really friendly kid. He was very polite. He was a lot friendlier than his dad.” She added that she had not seen the boy in around a month and had noticed seeing the family less frequently in recent months. Another neighbor told the outlet that she thought the house had been abandoned. This tragic incident has raised serious questions about the circumstances leading to the boy's death and the living conditions in the home. As the investigation continues, authorities and the community are left grappling with the devastating loss of a young life. #JosephGregoryAntonsen #ChildAbuse #NegligentHomicide #WelfareCheck #ArizonaCrime #DecomposingBody #ParentingNeglect Want to listen to ALL of our podcasts AD-FREE? Subscribe through APPLE PODCASTS, and try it for three days free: https://tinyurl.com/ycw626tj Follow Our Other Cases: https://www.truecrimetodaypod.com The latest on The Downfall of Diddy, The Trial of Karen Read, The Murder Of Maddie Soto, Catching the Long Island Serial Killer, Awaiting Admission: BTK's Unconfessed Crimes, Delphi Murders: Inside the Crime, Chad & Lori Daybell, The Murder of Ana Walshe, Alex Murdaugh, Bryan Kohberger, Lucy Letby, Kouri Richins, Malevolent Mormon Mommys, Justice for Harmony Montgomery, The Murder of Stephen Smith, The Murder of Madeline Kingsbury, and much more! Listen at https://www.truecrimetodaypod.com

Welcome to The Nonlinear Library, where we use Text-to-Speech software to convert the best writing from the Rationalist and EA communities into audio. This is: Decomposing Agency - capabilities without desires, published by owencb on July 11, 2024 on LessWrong. What is an agent? It's a slippery concept with no commonly accepted formal definition, but informally the concept seems to be useful. One angle on it is Dennet's Intentional Stance: we think of an entity as being an agent if we can more easily predict it by treating it as having some beliefs and desires which guide its actions. Examples include cats and countries, but the central case is humans. The world is shaped significantly by the choices agents make. What might agents look like in a world with advanced - and even superintelligent - AI? A natural approach for reasoning about this is to draw analogies from our central example. Picture what a really smart human might be like, and then try to figure out how it would be different if it were an AI. But this approach risks baking in subtle assumptions - things that are true of humans, but need not remain true of future agents. One such assumption that is often implicitly made is that "AI agents" is a natural class, and that future AI agents will be unitary - that is, the agents will be practically indivisible entities, like single models. (Humans are unitary in this sense, and while countries are not unitary, their most important components - people - are themselves unitary agents.) This assumption seems unwarranted. While people certainly could build unitary AI agents, and there may be some advantages to doing so, unitary agents are just an important special case among a large space of possibilities for: Components which contain important aspects of agency (without necessarily themselves being agents); Ways to construct agents out of separable subcomponents (none, some, or all of which may be reasonably regarded agents in their own right). We'll begin an exploration of these spaces. We'll consider four features we generally expect agents to have[1]: Goals Things they are trying to achieve e.g. I would like a cup of tea Implementation capacity The ability to act in the world e.g. I have hands and legs Situational awareness Understanding of the world (relevant to the goals) e.g. I know where I am, where the kettle is, and what it takes to make tea Planning capacity The ability to choose actions to effectively further their goals, given their available action set and their understanding of the situation e.g. I'll go downstairs and put the kettle on We don't necessarily expect to be able to point to these things separately - especially in unitary agents they could exist in some intertwined mess. But we kind of think that in some form they have to be present, or the system couldn't be an effective agent. And although these features are not necessarily separable, they are potentially separable - in the sense that there exist possible agents where they are kept cleanly apart. We will explore possible decompositions of agents into pieces which contain different permutations of these features, connected by some kind of scaffolding. We will see several examples where people naturally construct agentic systems in ways where these features are provided by separate components. And we will argue that AI could enable even fuller decomposition. We think it's pretty likely that by default advanced AI will be used to create all kinds of systems across this space. (But people could make deliberate choices to avoid some parts of the space, so "by default" is doing some work here.) A particularly salient division is that there is a coherent sense in which some systems could provide useful plans towards a user's goals, without in any meaningful sense having goals of their own (or conversely, have goals without any meaningful ability to create plans to pursue those goals). In thinking about ensuring the safety of advanced AI systems, it ma...

Welcome to The Nonlinear Library, where we use Text-to-Speech software to convert the best writing from the Rationalist and EA communities into audio. This is: Decomposing the QK circuit with Bilinear Sparse Dictionary Learning, published by keith wynroe on July 2, 2024 on The AI Alignment Forum. This work was produced as part of Lee Sharkey's stream in the ML Alignment & Theory Scholars Program - Winter 2023-24 Cohort Intro and Motivation Sparse dictionary learning (SDL) has attracted a lot of attention recently as a method for interpreting transformer activations. They demonstrate that model activations can often be explained using a sparsely-activating, overcomplete set of human-interpretable directions. However, despite its success for explaining many components, applying SDL to interpretability is relatively nascent and have yet to be applied to some model activations. In particular, intermediate activations of attention blocks have yet to be studied, and provide challenges for standard SDL methods. The first challenge is bilinearity: SDL is usually applied to individual vector spaces at individual layers, so we can simply identify features as a direction in activation space. But the QK circuits of transformer attention layers are different: They involve a bilinear form followed by a softmax. Although simply applying sparse encoders to the keys and queries[1] could certainly help us understand the "concepts" being used by a given attention layer, this approach would fail to explain how the query-features and key-features interact bilinearly. We need to understand which keys matter to which queries. The second challenge is attention-irrelevant variance: A lot of the variance in the attention scores is irrelevant to the attention pattern because it is variance in low scores which are softmaxed to zero; this means that most of the variability in the keys and queries is irrelevant for explaining downstream behaviour[2]. The standard method of reconstructing keys and queries would therefore waste capacity on what is effectively functionally irrelevant noise. To tackle these two problems (bilinearity and attention-irrelevant variance), we propose a training setup which only reconstructs the dimensions of the keys and queries that most affect the attention pattern. Training Setup Our training process has two steps: Step 1: Reconstructing the attention pattern with key- and query- encoder-decoder networks Step 2: Finding a condensed set of query-key feature pairs by masking Step 1: Reconstructing the attention pattern with key- and query-transcoders Architecture Our first training step involves training two sparse dictionaries in parallel (one for the keys and one for the queries). The dictionaries both take in the layer-normalized residual stream at a given layer (normalised_resid_pre_i) and each output a [n_head * d_head] vector, representing the flattened keys and queries[3]. Figure 1: High-level diagram of our training set-up Loss functions However, rather than penalising the reconstruction loss of the keys and queries explicitly, we can use these keys and queries to reconstruct the original model's attention pattern. To train the reconstructed attention pattern, we used several different losses: KL divergence between the attention pattern (using reconstructed keys and reconstructed queries) and the ground-truth attention pattern produced by the original model. We also added two auxiliary reconstruction losses both for early-training-run stability, and to ensure our transcoders do not learn to reconstruct the keys and queries with an arbitrary rotation applied (since this would still produce the same attention scores and patterns): KL divergence between the attention pattern (using reconstructed keys and the original model's queries) and the ground-truth attention pattern produced by the original model. KL divergence between the attention pattern (using the original models' keys and the reconstructed queries) and the groun...

Welcome to The Nonlinear Library, where we use Text-to-Speech software to convert the best writing from the Rationalist and EA communities into audio. This is: Decomposing the QK circuit with Bilinear Sparse Dictionary Learning, published by keith wynroe on July 2, 2024 on LessWrong. This work was produced as part of Lee Sharkey's stream in the ML Alignment & Theory Scholars Program - Winter 2023-24 Cohort Intro and Motivation Sparse dictionary learning (SDL) has attracted a lot of attention recently as a method for interpreting transformer activations. They demonstrate that model activations can often be explained using a sparsely-activating, overcomplete set of human-interpretable directions. However, despite its success for explaining many components, applying SDL to interpretability is relatively nascent and have yet to be applied to some model activations. In particular, intermediate activations of attention blocks have yet to be studied, and provide challenges for standard SDL methods. The first challenge is bilinearity: SDL is usually applied to individual vector spaces at individual layers, so we can simply identify features as a direction in activation space. But the QK circuits of transformer attention layers are different: They involve a bilinear form followed by a softmax. Although simply applying sparse encoders to the keys and queries[1] could certainly help us understand the "concepts" being used by a given attention layer, this approach would fail to explain how the query-features and key-features interact bilinearly. We need to understand which keys matter to which queries. The second challenge is attention-irrelevant variance: A lot of the variance in the attention scores is irrelevant to the attention pattern because it is variance in low scores which are softmaxed to zero; this means that most of the variability in the keys and queries is irrelevant for explaining downstream behaviour[2]. The standard method of reconstructing keys and queries would therefore waste capacity on what is effectively functionally irrelevant noise. To tackle these two problems (bilinearity and attention-irrelevant variance), we propose a training setup which only reconstructs the dimensions of the keys and queries that most affect the attention pattern. Training Setup Our training process has two steps: Step 1: Reconstructing the attention pattern with key- and query- encoder-decoder networks Step 2: Finding a condensed set of query-key feature pairs by masking Step 1: Reconstructing the attention pattern with key- and query-transcoders Architecture Our first training step involves training two sparse dictionaries in parallel (one for the keys and one for the queries). The dictionaries both take in the layer-normalized residual stream at a given layer (normalised_resid_pre_i) and each output a [n_head * d_head] vector, representing the flattened keys and queries[3]. Figure 1: High-level diagram of our training set-up Loss functions However, rather than penalising the reconstruction loss of the keys and queries explicitly, we can use these keys and queries to reconstruct the original model's attention pattern. To train the reconstructed attention pattern, we used several different losses: KL divergence between the attention pattern (using reconstructed keys and reconstructed queries) and the ground-truth attention pattern produced by the original model. We also added two auxiliary reconstruction losses both for early-training-run stability, and to ensure our transcoders do not learn to reconstruct the keys and queries with an arbitrary rotation applied (since this would still produce the same attention scores and patterns): KL divergence between the attention pattern (using reconstructed keys and the original model's queries) and the ground-truth attention pattern produced by the original model. KL divergence between the attention pattern (using the original models' keys and the reconstructed queries) and the ground-truth atten...

Sara-Jayne is joined by Dr Kara Sierra Adams, PhD student at UCT who is part of a team studying a groundbreaking method that could help investigators identify human remains - by examining the decomposition of pig bodies.See omnystudio.com/listener for privacy information.

How do you effectively break a software problem into individual steps? What are signs you're writing overly clever code? Christopher Trudeau is back on the show this week, bringing another batch of PyCoder's Weekly articles and projects.

This is the noon All Local for Monday, May 13, 2024 Star witness Michael Cohen takes the stand in Donald Trump's hush money trial. Jury selection is underway in the trial of Senator Bob Menendez. A decomposing body was found in the bushes in the front of a building in Rego Park.

Defense attorney Michael Popok & former prosecutor Karen Friedman Agnifilo on the Legal AF pod, discuss/debate: (1) where we are after of the first 2 days of the Trump election interference trial, including the Court's warnings to Trump and his attorneys; the Manhattan DA seeking a contempt sanction and possible jail time against Trump for gag order violations, and the first 7 jurors being selected; (2) a preview of the upcoming bond sufficiency hearing in the Trump NY Civil Fraud judgment matter; (3) the United States Supreme Court hearing oral argument on whether 300+ Jan6 defendants will have their sentences and indictments for “criminal obstruction of an official proceeding” vacated, and the impact on those same charges against Trump in the DC Election Interference case, and so much more at the intersection of law, politics, and justice. Nom Nom: Go Right Now for 50% off your no-risk two week trial at https://TryNom.com/LEGALAF Policygenius: Head to https://policygenius.com/legalaf to get your free life insurance quotes and see how much you could save. OneSkin: Get started today at https://OneSkin.co and receive 15% Off using code: LEGALAF Smileactives: Visit https://Smileactives.com/legalaf to get this exclusive offer! Join us on Patreon: https://patreon.com/legalaf Remember to subscribe to ALL the MeidasTouch Network Podcasts: MeidasTouch: https://www.meidastouch.com/tag/meidastouch-podcast Legal AF: https://www.meidastouch.com/tag/legal-af The PoliticsGirl Podcast: https://www.meidastouch.com/tag/the-politicsgirl-podcast The Influence Continuum: https://www.meidastouch.com/tag/the-influence-continuum-with-dr-steven-hassan Mea Culpa with Michael Cohen: https://www.meidastouch.com/tag/mea-culpa-with-michael-cohen The Weekend Show: https://www.meidastouch.com/tag/the-weekend-show Burn the Boats: https://www.meidastouch.com/tag/burn-the-boats Majority 54: https://www.meidastouch.com/tag/majority-54 Political Beatdown: https://www.meidastouch.com/tag/political-beatdown Lights On with Jessica Denson: https://www.meidastouch.com/tag/lights-on-with-jessica-denson On Democracy with FP Wellman: https://www.meidastouch.com/tag/on-democracy-with-fpwellman Learn more about your ad choices. Visit megaphone.fm/adchoices

A body was found wrapped in a tarp in the back of a stolen U-Haul in Mid City and the police are trying to figure out who it was and how he or she died. Plus, Topanga Canyon has been closed for 5 weeks, and we now know it might not re-open until the fall. A bouncer at a WeHo club is arrested for punching a patron so hard he ended up in a coma. And the LAPD says low staffing levels mean slower response times for business break-ins. The L.A. Local is sponsored by the LA Car Guy family of dealerships. 

In this episode, we discuss best practices for working with AWS Lambda. We cover how Lambda functions work under the hood, including cold starts and warm starts. We then explore different invocation types - synchronous, asynchronous, and event-based. For each, we share tips on performance, cost optimization, and monitoring. Other topics include function structure, logging, instrumentation, and security. Throughout the episode, we aim to provide a solid mental model for serverless development and share our experiences to help you build efficient and robust Lambda applications.

In a dramatic courtroom scene, funeral home proprietors Jon and Carie Hallford faced the scrutiny of the public eye, yet remained steadfastly silent regarding the grisly discovery of 189 decomposing bodies at their Penrose funeral home. As they made their first appearance at the El Paso County Courthouse, questions lingered unanswered, underscoring the gravity of the allegations leveled against them. Despite fervent inquiries from journalists, Carie Hallford chose not to address the haunting questions posed to her by KRDO13 Investigates. Her silence spoke volumes as she offered only an "excuse me" in response, further fueling speculation surrounding the ghastly conditions inside their funeral home. Equally reticent was her husband, Jon Hallford, who, shielded by his attorney, evaded questions while reporters faced physical resistance from the legal team. Amidst the courtroom chaos, families of the victims found themselves denied the opportunity to confront the Hallfords, as Judge William Moller intervened to safeguard the defendants' safety. In a rare move, he ordered everyone to remain in the courtroom for ten minutes post-hearing, citing previous verbal altercations involving Jon Hallford. This directive underscored the heightened tensions surrounding the case and the emotions running high among those affected by the tragedy. However, the legal battle extends beyond the confines of the courtroom, with the defense raising concerns about the case's publicity affecting due process. Allegations surfaced that press releases from the 4th Judicial District Attorney's Office breached court orders, jeopardizing the prospects of an impartial jury. Despite the defense's objections, Judge Moller dismissed these claims, asserting no violation of legal protocols. As the arraignment loomed, the Hallfords' defense attorneys sought a postponement, citing the overwhelming evidence in the case. With a potentially protracted four-week trial on the horizon, preparations were deemed necessary to navigate the complex legal terrain ahead. Consequently, Judge Moller deferred the arraignment until June 6, setting a tentative jury trial for October 8. Meanwhile, Carie Hallford's defense attorney refuted allegations of a missed sobriety test, attributing the incident to miscommunication by testing facility staff. In a separate development, the prosecution challenged Jon Hallford's bond reduction request, alleging false claims regarding his son's residency. The prosecution revealed that Jon's son had graduated and relocated to Oklahoma, casting doubt on the veracity of the bond plea. As the legal saga unfolds, the fate of Jon and Carie Hallford remains uncertain, with the prosecution seeking to consolidate their cases into one. Amidst a flurry of legal maneuvers and mounting tensions, the search for justice continues, echoing the anguish and pain endured by the families of the victims caught in the wake of this harrowing ordeal. Want to listen to ALL of our podcasts AD-FREE? Subscribe through APPLE PODCASTS, and try it for three days free: https://tinyurl.com/ycw626tj Follow Our Other Cases: https://www.truecrimetodaypod.com The latest on Catching the Long Island Serial Killer, Awaiting Admission: BTK's Unconfessed Crimes, Delphi Murders: Inside the Crime, Chad & Lori Daybell, The Murder of Ana Walshe, Alex Murdaugh, Bryan Kohberger, Lucy Letby, Kouri Richins, Malevolent Mormon Mommys, Justice for Harmony Montgomery, The Murder of Stephen Smith, The Murder of Madeline Kingsbury, and much more! Listen at https://www.truecrimetodaypod.com 

In a dramatic courtroom scene, funeral home proprietors Jon and Carie Hallford faced the scrutiny of the public eye, yet remained steadfastly silent regarding the grisly discovery of 189 decomposing bodies at their Penrose funeral home. As they made their first appearance at the El Paso County Courthouse, questions lingered unanswered, underscoring the gravity of the allegations leveled against them. Despite fervent inquiries from journalists, Carie Hallford chose not to address the haunting questions posed to her by KRDO13 Investigates. Her silence spoke volumes as she offered only an "excuse me" in response, further fueling speculation surrounding the ghastly conditions inside their funeral home. Equally reticent was her husband, Jon Hallford, who, shielded by his attorney, evaded questions while reporters faced physical resistance from the legal team. Amidst the courtroom chaos, families of the victims found themselves denied the opportunity to confront the Hallfords, as Judge William Moller intervened to safeguard the defendants' safety. In a rare move, he ordered everyone to remain in the courtroom for ten minutes post-hearing, citing previous verbal altercations involving Jon Hallford. This directive underscored the heightened tensions surrounding the case and the emotions running high among those affected by the tragedy. However, the legal battle extends beyond the confines of the courtroom, with the defense raising concerns about the case's publicity affecting due process. Allegations surfaced that press releases from the 4th Judicial District Attorney's Office breached court orders, jeopardizing the prospects of an impartial jury. Despite the defense's objections, Judge Moller dismissed these claims, asserting no violation of legal protocols. As the arraignment loomed, the Hallfords' defense attorneys sought a postponement, citing the overwhelming evidence in the case. With a potentially protracted four-week trial on the horizon, preparations were deemed necessary to navigate the complex legal terrain ahead. Consequently, Judge Moller deferred the arraignment until June 6, setting a tentative jury trial for October 8. Meanwhile, Carie Hallford's defense attorney refuted allegations of a missed sobriety test, attributing the incident to miscommunication by testing facility staff. In a separate development, the prosecution challenged Jon Hallford's bond reduction request, alleging false claims regarding his son's residency. The prosecution revealed that Jon's son had graduated and relocated to Oklahoma, casting doubt on the veracity of the bond plea. As the legal saga unfolds, the fate of Jon and Carie Hallford remains uncertain, with the prosecution seeking to consolidate their cases into one. Amidst a flurry of legal maneuvers and mounting tensions, the search for justice continues, echoing the anguish and pain endured by the families of the victims caught in the wake of this harrowing ordeal. Want to listen to ALL of our podcasts AD-FREE? Subscribe through APPLE PODCASTS, and try it for three days free: https://tinyurl.com/ycw626tj Follow Our Other Cases: https://www.truecrimetodaypod.com The latest on Catching the Long Island Serial Killer, Awaiting Admission: BTK's Unconfessed Crimes, Delphi Murders: Inside the Crime, Chad & Lori Daybell, The Murder of Ana Walshe, Alex Murdaugh, Bryan Kohberger, Lucy Letby, Kouri Richins, Malevolent Mormon Mommys, Justice for Harmony Montgomery, The Murder of Stephen Smith, The Murder of Madeline Kingsbury, and much more! Listen at https://www.truecrimetodaypod.com 

In a dramatic courtroom scene, funeral home proprietors Jon and Carie Hallford faced the scrutiny of the public eye, yet remained steadfastly silent regarding the grisly discovery of 189 decomposing bodies at their Penrose funeral home. As they made their first appearance at the El Paso County Courthouse, questions lingered unanswered, underscoring the gravity of the allegations leveled against them. Despite fervent inquiries from journalists, Carie Hallford chose not to address the haunting questions posed to her by KRDO13 Investigates. Her silence spoke volumes as she offered only an "excuse me" in response, further fueling speculation surrounding the ghastly conditions inside their funeral home. Equally reticent was her husband, Jon Hallford, who, shielded by his attorney, evaded questions while reporters faced physical resistance from the legal team. Amidst the courtroom chaos, families of the victims found themselves denied the opportunity to confront the Hallfords, as Judge William Moller intervened to safeguard the defendants' safety. In a rare move, he ordered everyone to remain in the courtroom for ten minutes post-hearing, citing previous verbal altercations involving Jon Hallford. This directive underscored the heightened tensions surrounding the case and the emotions running high among those affected by the tragedy. However, the legal battle extends beyond the confines of the courtroom, with the defense raising concerns about the case's publicity affecting due process. Allegations surfaced that press releases from the 4th Judicial District Attorney's Office breached court orders, jeopardizing the prospects of an impartial jury. Despite the defense's objections, Judge Moller dismissed these claims, asserting no violation of legal protocols. As the arraignment loomed, the Hallfords' defense attorneys sought a postponement, citing the overwhelming evidence in the case. With a potentially protracted four-week trial on the horizon, preparations were deemed necessary to navigate the complex legal terrain ahead. Consequently, Judge Moller deferred the arraignment until June 6, setting a tentative jury trial for October 8. Meanwhile, Carie Hallford's defense attorney refuted allegations of a missed sobriety test, attributing the incident to miscommunication by testing facility staff. In a separate development, the prosecution challenged Jon Hallford's bond reduction request, alleging false claims regarding his son's residency. The prosecution revealed that Jon's son had graduated and relocated to Oklahoma, casting doubt on the veracity of the bond plea. As the legal saga unfolds, the fate of Jon and Carie Hallford remains uncertain, with the prosecution seeking to consolidate their cases into one. Amidst a flurry of legal maneuvers and mounting tensions, the search for justice continues, echoing the anguish and pain endured by the families of the victims caught in the wake of this harrowing ordeal. Want to listen to ALL of our podcasts AD-FREE? Subscribe through APPLE PODCASTS, and try it for three days free: https://tinyurl.com/ycw626tj Follow Our Other Cases: https://www.truecrimetodaypod.com The latest on Catching the Long Island Serial Killer, Awaiting Admission: BTK's Unconfessed Crimes, Delphi Murders: Inside the Crime, Chad & Lori Daybell, The Murder of Ana Walshe, Alex Murdaugh, Bryan Kohberger, Lucy Letby, Kouri Richins, Malevolent Mormon Mommys, Justice for Harmony Montgomery, The Murder of Stephen Smith, The Murder of Madeline Kingsbury, and much more! Listen at https://www.truecrimetodaypod.com 

"To My Dear Daughter" a pre-written message you can give the daughter you're incapable of communicating with!Flarin' Aaron Rodgers is going to be Vice President of the United States but CANNOT back up his own statements!Fanni Willis and WhyCannon's Dismissal "Without Prejudice"!!!!!!Lara Trump has plans to get every dime she can from the RNC! RNC Cowards continue to prove how subservient they truly are!What I remember of the Greenwood district story and how I feel it should move forward.

In the news pod, as an outbreak of Dengue fever rips through Brazil, we ask, should we be worried in Europe? Also, scientists describe the microbes responsible for the decomposition of animal flesh, and a miraculous underwater archaelogical find sheds light on ancient hunting practices. Plus, could teasing behaviours in great apes be the origins of our own sense of humour? Like this podcast? Please help us by supporting the Naked Scientists

Please Rate and Review us on your podcast app of choice!Get involved with Data Mesh Understanding's free community roundtables and introductions: https://landing.datameshunderstanding.com/If you want to be a guest or give feedback (suggestions for topics, comments, etc.), please see hereEpisode list and links to all available episode transcripts here.Provided as a free resource by Data Mesh Understanding. Get in touch with Scott on LinkedIn.Transcript for this episode (link) provided by Starburst. You can download their Data Products for Dummies e-book (info-gated) here and their Data Mesh for Dummies e-book (info gated) here.Frederik's LinkedIn: https://www.linkedin.com/in/frederikgnielsen/In this episode, Scott interviewed Frederik Nielsen, Engineering Manager at Pandora (the jewelry one, not the music one

In this paper read, we discuss “Towards Monosemanticity: Decomposing Language Models Into Understandable Components,” a paper from Anthropic that addresses the challenge of understanding the inner workings of neural networks, drawing parallels with the complexity of human brain function. It explores the concept of “features,” (patterns of neuron activations) providing a more interpretable way to dissect neural networks. By decomposing a layer of neurons into thousands of features, this approach uncovers hidden model properties that are not evident when examining individual neurons. These features are demonstrated to be more interpretable and consistent, offering the potential to steer model behavior and improve AI safety.Find the transcript and more here: https://arize.com/blog/decomposing-language-models-with-dictionary-learning-paper-reading/To learn more about ML observability, join the Arize AI Slack community or get the latest on our LinkedIn and Twitter.

In an unfathomable act, the lifeless body of young Zion Staples is discovered abandoned in a trash can. The grim finding sends waves through the community, raising existential questions on human morality. Joseph Scott Morgan and Dave Mack dissect the intricacies of the case, exploring topics ranging from the science of decomposition to the societal implications of how we treat our deceased. While Morgan brings his forensic expertise to the table, offering unique insights into time of death estimation and the decomposition process, Mack provides additional context, revealing dark layers of the family's involvement.   Time-coded Highlights:   00:00:20 — Joseph Scott Morgan sets the tone by musing on the value of life.   00:01:20 — The tragic story of Zion Staples is introduced.    00:01:54 — Taking out the trash is discussed as an everyday act with dark implications in the Zion Staples case.   00:03:00 — Dave Mack contextualizes the focus on garbage and decomposition in the case.   00:03:50 — The connection between smell and taste in the context of decomposition is explained by Joe Scott.   00:04:08 — Society's treatment of the deceased is examined.    00:07:14 — Dispelling a common misconception, Joseph Scott Morgan talks about the challenges in determining the exact time of death.   00:09:11 — Morgan shares details about another mysterious case involving a person missing for seven months.   00:14:37 — A detailed explanation of body tissue disintegration after death is given.   00:16:22 — Cause of death's impact on decomposition rates is discussed after Dave Mack brings up the example of a gunshot wound to the head.   00:21:14 — Significant changes that a decomposing body undergoes are highlighted by Morgan, emphasizing the importance of evidence preservation.   00:29:00 — New information about Zion's mother, Sushi Staples, and her history with child services is revealed.    00:30:40 — Joe Scott Morgan discusses the challenges of the investigation due to the time elapsed since the incident and the lack of concrete evidence.   00:32:08 — Morgan reveals that Sushi Staples has only been charged with concealing the body of her 10-year-old son in a garbage can, not with his death.See omnystudio.com/listener for privacy information.

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Here on Short Wave, we're getting into the Halloween spirit a little early with a look at the world's oldest mummies. They're found in modern-day northern Chile. The mummies are well-preserved, so over the past 7,000 years, some have been exhumed for scientific study. But recently, something startling happened: Some of the mummies started to decompose. Today on the show, Regina G. Barber talks to archeologist Marcela Sepulveda about the civilization that made these mummies: the Chinchorro people. We dig into the science behind their mummification techniques and how the changing planet is affecting archeologists' ability to study the past. Fascinated by a science mystery? Send us your tales — we're at shortwave@npr.org.

Welcome to The Nonlinear Library, where we use Text-to-Speech software to convert the best writing from the Rationalist and EA communities into audio. This is: Decomposing independent generalizations in neural networks via Hessian analysis, published by Dmitry Vaintrob on August 14, 2023 on LessWrong. In our joint SERI MATS project, we came up with a series of equations and experiments to mechanistically understand and steer the generalization behavior of neural nets. The core conceit is to locate the circuits (which we call "modules") responsible for implementing different generalizations using a toolbox of techniques related to Hessian eigenvectors. This is a general-audience distillation of our work. We hope most of the ideas and high-level goals are understandable to a non-expert, though, for most of our experiments, we attempt to include "supplementary" material with the main mathematical intuitions and concrete equations that would allow someone to reproduce our work. We plan in the coming weeks to write multiple follow-up distillations and discussions, both of some of the more technical parts of our work and of a few new insights into generalization behavior and phase transitions in general that came out of experiments involving our Hessian toolbox. Introduction A central problem for inner alignment is understanding how neural nets generalize off-distribution. For example, a powerful AI agent trained to make people happy can generalize either by choosing actions that deceptively look good to its overseers or those that truly align with human values. The same diversity of generalization is already seen in existing real-world tasks both in minor ways (image classifiers classifying cars by learning to recognize wheels vs. windows) and in serious ways (language models appearing honest by agreeing with the user vs. insisting on consensus opinions). One approach to steer between generalizations is activation steering, which Nina is investigating as her other SERI MATS project. This aims to encourage the neural net to implement one possible generalization (in this case, honestly reflecting the LLM's internal world model) instead of the other generalization (in this case, sounding good and correct to a particular user). While activation steering, supervised finetuning, and RLHF work well in practice and can make systems behave better, there is still a risk that powerful models generalize in unpredictable and potentially undesirable ways in out-of-distribution examples. In particular, for subtle alignment-related questions like deception or power-seeking, activation steering or RLHF may fix the "symptoms" of the problem on examples similar to the training corpus but may fail to fix the "underlying cause" and achieve aligned behavior. A somewhat ambitious alternative way to get at the "root" of a generalization problem instead of fixing its symptoms is to try to access it on a mechanistic level. Namely, imagine that on the level of the "internal architecture" of the neural net (something that is notoriously hard to access but can sometimes be partially interpreted), the two generalizations get executed by at least somewhat independent modules (i.e., parallel circuits: the term comes from this paper). If we were able to identify and split up these two modules cleanly, we might be able to find weight perturbation vectors that destroy ("ablate") one of them while preserving the other. The resulting method is now provably robust: it prevents one of the generalizations (understood mechanistically as the underlying module) from getting executed at any level, thus solving both the symptom and the underlying cause. This algorithm for tuning generalizations can be possible only if the underlying mechanistic model (of different independent generalization "modules" which can be consistently found and independently ablated) is correct or partially correct to a relevant approximation. In order to even begin to engage with it, we need answe...

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