Podcasts about Doge

Tommy and Ben talk through a week that includes US and Iranian airstrikes, a peace agreement, a Supreme Court double-header, and the French debate about air conditioning.First up, Israel and Lebanon have signed a 14-point peace agreement in Washington, but people on both sides question whether the deal will ever be implemented, and some in Lebanon fear that it could actually be a recipe for civil war. Meanwhile, the US ceasefire with Iran has produced a week of airstrikes and fighting over what was actually agreed to. Then a brazen new example of corruption combines a mining deal with Kazakhstan, the sons of both President Trump and Commerce Secretary Howard Lutnick, and $1.6 billion in federal funding. Then the guys dig into how Supreme Court rulings on the preservation of birthright citizenship and the gutting of Temporary Protected Status for Haitians and Syrians will impact American foreign policy. They also cover the devastating earthquakes in Venezuela and the impact on the interim government, the debate within France over air conditioning while Europe bakes under a historic heat wave, and the most devastating World Cup losses so far this tournament. Then Tommy speaks to New York Times columnist Nicholas Kristof about Elon Musk's brazen lie that “nobody died” as the result of Musk and DOGE “feeding USAID into the wood chipper.”For Friends of the Pod, the boys answer listener questions about how live audiences influence political speeches. They also recount some of their tougher culinary experiences while on diplomatic clock.Buy Ben's book All We Say: The Battle for American Identity: A History in 15 Speeches  and subscribe to his Substack here. For a transcript of this episode of Pod Save the World, please email transcripts@crooked.com

Today's Headlines: Clarence Thomas showed up to Congress yesterday and was all sus about why, though Politico reported Republicans say he was there for the special members-only doctor's office. The Supreme Court ruled 5-4 that mail ballots postmarked by election day can be counted even if they arrive up to five days later — not what Trump wanted, who went off on the justices despite his own voters benefiting equally — and separately declined to hear his appeal of the E. Jean Carroll verdict, meaning he has to pay her $5 million. The Court also overturned the 91-year-old Humphrey's Executor precedent, allowing Trump to fire FTC commissioners without cause and setting a standard that applies to basically every federal regulator except the Federal Reserve Board, meaning he still can't fire Fed Governor Lisa Cook like he wanted. More major rulings are expected this week on transgender athletes in sports, campaign finance, and birthright citizenship, which the administration is determined to end. In other news, Airbnb cofounder Joe Gebbia, now running Trump's "National Design Studio" alongside DOGE veterans, has reportedly been quietly rebuilding government websites — including passport applications, TrumpRX, and a White House-controlled mirror of vote.gov — with tracking code that records and replays every click, scroll, and keystroke and sends the data somewhere off the public internet, so that's normal. Meanwhile, a Wall Street Journal investigation found that over 1,000 viral Polymarket betting videos showing people winning big were entirely staged — Polymarket paid influencers to post fake wins using a password-protected dupe website that mimicked real trades, then paid clippers to spread the videos, racking up 140 million views of completely fabricated winnings. And finally, Comcast announced it's spinning off NBCUniversal — including Bravo, SNL, Law & Order, the theme parks, and Peacock — to focus on broadband, and investors loved it, sending shares up over 4% after a rough year. Resources/Articles mentioned:  The Daily Beast: Clarence Thomas, 78, Busted on Mystery Medical Visit SCOTUS Blog: Justices uphold state law allowing for late-arriving mail-in ballots The Hill: Supreme Court won't hear Trump's bid to overturn Carroll sexual abuse verdict  SCOTUS Blog: Supreme Court allows Trump to fire FTC commissioner and overturns major restraint on presidential power | SCOTUSblog SCRIPPS News: Eight cases await Supreme Court ruling as major opinion day arrives Monday The Guardian: ‘It's dangerous and it's going to erode trust': redesign of US government websites stokes surveillance fears | Trump administration WSJ: They Looked Like They Were Getting Rich on Polymarket—but None of It Was Real WSJ: Comcast Plans Company Split as Competition Escalates Subscribe to the Betches News Room and join the Morning Announcements group chat. Go to: betchesnews.substack.com Morning Announcements is produced by Sami Sage and edited by Grace Hernandez-Johnson Learn more about your ad choices. Visit megaphone.fm/adchoices

Has Justice ACB let us all down on elections? Bill Shipley digests SCOTUS's new 5-4 ruling that lets Calfornia keep counting ballots that arrive after Election Day, and Auron MacIntyre discusses how the right can best respond productively. In better news, DHS Secretary Markwayne Mullin talks about taking the pace of deportations to the highest rate yet. Cremieux rejoins to explain how RFK Jr. can provide new options for cancer patients and demolishes and old smear against Elon Musk and DOGE. Watch every episode ad-free on members.charliekirk.com! Get new merch at charliekirkstore.com!Support the show: http://www.charliekirk.com/supportSee omnystudio.com/listener for privacy information.

AI is creating a crisis of agency where people are becoming paranoid that they're being manipulated, suckered, and ultimately replaced. Charlie Warzel joins Offline to elaborate on his Atlantic essay, “The Feeling of Control Slipping Away,” which illustrates the myriad ways AI is driving people insane. He and Jon talk about whether human creativity is endangered, if AI is anything more than a corporate black-box, and what it means to be human when a robot can do everything better than you. They also discuss Elon Musk's SpaceX IPO, what its valuation means and Musk's efforts to rewrite DOGE's devastating legacy, as well as his own. For a transcript of an episode of Offline, please email transcripts@crooked.com.

This Friday we sit down with authors Maggie Haberman and Jonathan Swan to discuss their new book REGIME CHANGE, which reveals the internal decision-making of Trump's second term. Then we talk to Congressman Ro Khanna about the brewing Democratic civil war following Zohran's DSA slate victory in NYC, and Ro's recent clash with Elon Musk over DOGE cuts to USAID — including Musk's threats to sue him. Regime Change Book: https://www.simonandschuster.com/books/Regime-Change/Maggie-Haberman/9781668067246 To become a Breaking Points Premium Member and watch/listen to the show AD FREE, uncut and 1 hour early visit: www.breakingpoints.comMerch Store: https://shop.breakingpoints.com/See omnystudio.com/listener for privacy information.

Send us Fan MailIn a historic development, Dominion drops its $1.3B lawsuit against Mike Lindell. Mike returns to The Remarkable People Podcast to expose deep national NGO corruption, reveal his plan for Minnesota, and share how truth is finally winning. 

June 23, 2026; 8pm: Tonight, Rep. Ro Khanna responds to Elon Musk and the legacy of DOGE. Then, Sen. Chris Coons on the Senate rebuke to Trump's war in Iran. And as voters go to the polls in Maryland, New York and beyond, what tonight's big intra-Democratic battles mean for the country in November. Want more of Chris? Download and follow his podcast, “Why Is This Happening? The Chris Hayes podcast” wherever you get your podcasts.To listen to this show and other MS podcasts without ads, sign up for MS NOW Premium on Apple Podcasts. Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

Dave Rubin of "The Rubin Report" talks about Ro Khanna getting Elon Musk to threaten to sue him for continuing to falsely claim that his DOGE-led cuts to USAID resulted in the deaths of millions of children; Elon Musk exposing Ro Khanna's shocking rise in net worth, which makes accusations of Nancy Pelosi's insider trading look small; "Real Time with Bill Maher" host Bill Maher pushing back on Ro Khanna's plan to tax the wealth of Elon Musk to pay for student loan forgiveness plans; the release of the shocking police bodycam footage showing how remorseless Karmelo Anthony was after killing Austin Metcalf; Austin Metcalf's father, Jeff Metcalf, telling Fox News' Will Cain the ugly behind-the-scenes details of the Karmelo Anthony trial and Dominique Alexander's attempts to racialize and politicize the trial; Zohran Mamdani continuing to support Darializa Avila Chevalier's position of protecting illegal immigrants with criminal records from being deported by ICE agents due to NY's sanctuary city status; Border Czar Tom Homan putting Kathy Hochul on notice about his plans to increase ICE's immigration enforcement and mass deportations in the state of New York; John C. Reilly failing to explain to Ilana Glazer why Elon Musk warns of the dangers of suicidal empathy; and much more. WATCH the MEMBER-EXCLUSIVE segment of the show here: https://rubinreport.locals.com/ Check out the NEW RUBIN REPORT MERCH here: https://daverubin.store/ ---------- Today's Sponsors: Angel Studios - Choose entertainment that is focused on stories about family, perseverance, and real human experiences. Things that feel grounded and actually worth your time. If you go premium, you'll get 2 free tickets to see Young Washington in theaters this Independence Day, and be part of making this film the #1 movie in America for our nation's 250th birthday.. Go to: http://Angel.com/rubin Tax Network USA - If you owe back taxes or have unfiled returns, don't let the government take advantage of you. Do not wait for another IRS letter or a frozen bank account. Call 1(866) 685-6604  for a private, free consultation or Go to: https://tnusa.com/dave Rumble Wallet - Don't let the big banks freeze your accounts. Own Tether Gold - real gold, on the blockchain and get direct ownership of physical gold bars, each one fully allocated, verifiable by serial number, purity, and weight. Download Rumble Wallet - now with USA₮ - and step away from the big banks — for good!  Go to: https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqbE9PNWtlY08tR01lVDZnUnN5YW03enZKSEZNd3xBQ3Jtc0tsSHFGbkVscUtxTGxsSTZrZmNIMlplYkdmTzFYa0hUUXVKQkt4YkFuV2h3YjRjOUFwRHozdXdueEdVUTV6YUtHUFRkT3VtNzJaUkUtMmNXVHVWRUVKS3lDVmUwdk4wdHF6VUNJdmxwdDdibVNOaEU3SQ&q=https%3A%2F%2Frumblewallet.onelink.me%2FbJsX%2Frubin&v=B6dkU1UXD_0

The gloves are completely off!

The political machine is in for a massive shock!

The uniparty is in an absolute tailspin, and the full truth is dropping like a landslide!

The uniparty is in an absolute tailspin, and the truth is coming out like a avalanche!

The uniparty is in an absolute tailspin, and the truth is coming out like an avalanche!

Hour 1 Segment 1 Tony starts the first hour of the show talking about the Persian Gulf Strait Authority. Tony also talks about Tucker Carlson leaving the Republican party. Hour 1 Segment 2 Tony talks about Elon Musk threatening to sue Ro Khanna over DOGE claims. Hour 1 Segment 3 Tony talks about the DOJ announcing 455 charges against people across 45 states accused of the healthcare fraud scheme involving more than $6.5B in false claims. Hour 1 Segment 4 Tony wraps up the first hour of the show talking about Ruben Gallego tapping campaign cash for family trips.See omnystudio.com/listener for privacy information.

Hershey's cocoa cuts expose global theft, Newsom shields billionaires from a wealth tax, and GOP fraud hunts expose Musk's DOGE incompetence.Subscribe to our Newsletter:https://politicsdoneright.com/newsletterPurchase our Books: As I See It: https://amzn.to/3XpvW5o How To Make AmericaUtopia: https://amzn.to/3VKVFnG It's Worth It: https://amzn.to/3VFByXP Lose Weight And BeFit Now: https://amzn.to/3xiQK3K Tribulations of anAfro-Latino Caribbean man: https://amzn.to/4c09rbE

Trump's Reflecting Pool renovation turning green almost immediately after a $14 million makeover, followed by the administration blaming Obama-era repairs. Trump calling Obama a “son of a bitch” while defending his own Iran deal, which remains unclear and politically messy. A new poll showing most Americans support replacing the Electoral College with a national popular vote. Ohio lawmakers failing to pass a bipartisan child marriage ban before summer recess. Elon Musk threatening legal action against Rep. Ro Khanna after Khanna connected DOGE's USAID cuts to possible mass child deaths abroad. An interview with Colorado gubernatorial candidate Erik Underwood about his political identity, Approval Voting Party run, tech background, Bank of America fight, and ambitious policy agenda. A DEA fentanyl seizure mistake in New Mexico that left dangerous drugs unaccounted for. A look at the San Andreas Fault and new concerns about stress buildup in Southern California. House of the Dragon returning with Season 3 and the Battle of the Gullet. Xbox turning 25 and pushing deeper into movies and TV with projects tied to Gears of War, Sea of Thieves, Minecraft, Fallout, and more. LINKShttps://instagram.com/itsnewstoushttps://tiktok.com/@itsnewstous Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

Ro Khanna went on a podcast and claimed Elon Musk "possibly sentenced 4.5 million children to death" by dismantling USAID, demanding Musk be subpoenaed, investigated, and prosecuted. Then Musk threatened to sue — and Khanna instantly softened it to Musk's DOGE cuts "may lead to" deaths, hid behind "a study" he never actually cited, and whined "why not just debate me?" Plus: the richest stock trader in Congress lecturing America to "tax the billionaire," and Ro Khanna's total flip-flop from pro-entrepreneur moderate to Bernie-style class warrior. Pledge to protect Social Security at https://aarp.org/WeEarnedIt SHOP OUR MERCH: https://store.townhallmedia.com/ BUY A LARRY MUG: https://store.townhallmedia.com/products/larry-mug Watch LARRY with Larry O'Connor LIVE — Monday-Thursday at 12PM Eastern on YouTube, Facebook, & Rumble! Find LARRY with Larry O'Connor wherever you get your podcasts! SPOTIFY: https://open.spotify.com/show/7i8F7K4fqIDmqZSIHJNhMh?si=814ce2f8478944c0&nd=1&dlsi=e799ca22e81b456f APPLE: https://podcasts.apple.com/us/podcast/larry/id1730596733 Become a Townhall VIP Member today and use promo code LARRY for 50% off: https://townhall.com/subscribe?tpcc=poddescription https://townhall.com/ https://rumble.com/c/c-5769468 https://www.facebook.com/townhallcom/ https://www.instagram.com/townhallmedia/ https://twitter.com/townhallcomBecome a Townhall VIP member with promo code "LARRY": https://townhall.com/subscribeSee omnystudio.com/listener for privacy information.

Hello, and welcome to Entangled! The podcast where we explore the science of consciousness, the true nature of reality, and what it means to be a spiritual being having a human experience. I'm your host Jordan Youkilis, and today I'm joined again by Dr. Peter Petropolus, in an interview recorded April 3, 2026.In this conversation, Dr. P and I discuss the RFK & Trump alliance and their battle against Deep State. We trace the origins of the Deep State back the British Empire's systems of control. We consider the American Revolution & Civil War and the role of foreign influence in those conflicts. Next, we discuss Israel, Iran, British Petroleum, and the importance of Middle Eastern control. We discuss Trump's ties to Jeffrey Epstein and the efforts he's taken to bring down global human trafficking networks.We consider the ties of between the City of London, drug & human trafficking, money laundering, war profiteering, and market manipulation. Peter describes the differences between the Anglo-Dutch Imperial economy and American economic philosophy. Next, we discuss the differences between the Board of Peace and the United Nations.From there, we consider the hoax of climate catastrophism and consider the practicality of alternative & free energies. Peter describes the importance of DOGE, identifying corruption in the system, and in breaking USAID & its associated NGOs. We then speculate as to whether JFK & RFK could have taken a different approach in the 60s to take down the British imperial system.Peter and I then describe this system coming out of WWII. We describe how the oligarchy has used color revolutions and civil unrest to divide nations and corrupt government institutions. We highlight the 2020 BLM / Summer of love riots and their usefulness in stealing the 2020 election through mail in ballots, electronic voting machines, & the COVID pandemic.Next, Peter assesses RFK Jr.'s first year in office. We discuss the importance of breaking the veil of disillusionment in the individual's journey for truth. From there, we discuss the ties of Jeffrey Epstein & Peter Mandelson, the 2008 Global Financial Crisis, and the importance of insider trading in facilitating wealth creation for the cabal. We focus on 9/11 and the financial crimes committed by Epstein and his associates. The conversation concludes with a discussion on the declassification of government corruption. The Outro is titled, “Iranian Liberation & the Fall of the British Empire”.Outros available for this and all episodes at entangledpodcast.substack.com, with supporting exhibits and footnotes. Music from the show available on the Spotify playlist “Entangled – The Vibes”.If you like the show, please drop a 5-star review and subscribe on Substack, YouTube, Spotify, Rumble, X, or wherever you listen to podcasts.Please enjoy the episode.Music: Intro/Outro: Ben Fox - “The Vibe”. End Credits: Nadaz – “Ajam Bliss”.Recorded: 4/3/2026. Published: 6/23/2026.Check out the resources mentioned:* Dancing Naked in the Mind Field by Kary Mullis: https://a.co/d/0beK0vSZ* Enough Already: Time to End the War on Terrorism by Scott Horton: https://a.co/d/04TiFBUc* Tragedy & Hope by Carroll Quigley: https://a.co/d/088uA8Vq* Killing Hope: US Military and CIA Interventions since World War II by William Blum: https://a.co/d/004kbzll* Empty Harvest: Understanding the Link Between Our Food, Our Immunity, and Our Planet by Bernard Jensen & Mark Anderson: https://a.co/d/06I8UPbk* Donald Trump Calls Into WWOR/UPN 9 News on 9/11: * Promethean Action: https://www.youtube.com/@PrometheanAction This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit entangledpodcast.substack.com

Trump's Reflecting Pool renovation turning green almost immediately after a $14 million makeover, followed by the administration blaming Obama-era repairs. Trump calling Obama a “son of a bitch” while defending his own Iran deal, which remains unclear and politically messy. A new poll showing most Americans support replacing the Electoral College with a national popular vote. Ohio lawmakers failing to pass a bipartisan child marriage ban before summer recess. Elon Musk threatening legal action against Rep. Ro Khanna after Khanna connected DOGE's USAID cuts to possible mass child deaths abroad. An interview with Colorado gubernatorial candidate Erik Underwood about his political identity, Approval Voting Party run, tech background, Bank of America fight, and ambitious policy agenda. A DEA fentanyl seizure mistake in New Mexico that left dangerous drugs unaccounted for. A look at the San Andreas Fault and new concerns about stress buildup in Southern California. House of the Dragon returning with Season 3 and the Battle of the Gullet. Xbox turning 25 and pushing deeper into movies and TV with projects tied to Gears of War, Sea of Thieves, Minecraft, Fallout, and more. LINKShttps://instagram.com/itsnewstoushttps://tiktok.com/@itsnewstous Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

Ro Khanna says tax Elon Musk and the billionaires. But what happens when the "wealth tax" becomes government ownership? In this Good Morning Liberty episode, Nate and Chuck break down socialism's rise inside Democratic politics, the "fair share" tax argument, Ro Khanna's fight with Elon Musk, USAID cuts, DOGE, student loan debt, and why wealth taxes sound simple until you look at how assets actually work. They also explain the difference between free market capitalism and the crony capitalism Americans are angry about, why politicians never use new taxes to lower the deficit, and how "just pay with shares" turns into the government owning pieces of private companies. Chapters: 00:00 Good Morning Liberty intro 02:00 Iran, oil, and war update 05:15 Economics becomes the main topic 06:45 Socialism is rising among Democrats 08:45 Americans and the "fair share" tax system 11:30 Who actually pays federal taxes? 15:15 The Scandinavian tax myth 18:45 Post-labor economics and socialist math 23:00 Ro Khanna says tax Elon Musk 28:30 USAID, DOGE, and accountability claims 45:45 The Politburo argument against socialist control 50:00 Ryan Grim's wealth tax workaround Links: Watch All Episodes: https://www.youtube.com/playlist?list=PLi78svKlBr_8o0dDOX8DxO_Wwxu6WYhhA Watch Host Favorites: https://www.youtube.com/playlist?list=PLi78svKlBr__Zu40RL7mWxCuOOe54zgy2 Join the Fed Haters Club @ https://www.goodmorningliberty.us/fedhatersclub Martens Minute: https://martensminute.podbean.com/ All links @ gml.bio.link Subscribe, like, comment, share, and leave a rating or review on the podcast app so more people hear Good Morning Liberty.

Danny and Derek are in backchannel talks with the reflecting pool algae. In this week's news: the United States and Iran sign a Memorandum of Understanding (1:26), which addresses sanctions, the Strait of Hormuz, reconstruction, sovereignty, and the nuclear program (6:46); Israel continues its attacks on and occupation of Lebanon despite the MoU dictating otherwise (26:12); Gaza is excluded from the MoU (30:25) as West Bank annexation continues (31:46); in Sudan, RSF forces appear to be preparing for a major battle (34:27); in Ukraine, Russia makes advances (35:58) while Crimea is hit hard (37:26); the G7 is relatively uneventful, but does express support for Ukraine (39:24); the US announces plans for a military drawdown in Europe (41:21); in Peru, Keiko Fujimori leads the vote count in the presidential election (42:57); and a UNAIDS report shows the dire effect of DOGE cuts (44:37).Check out our episode with Caitlin Tulloch on the fallout from ending USAID.Join the Discord.Advertising Inquiries: https://redcircle.com/brandsPrivacy & Opt-Out: https://redcircle.com/privacy

Elon Musk just signaled lawsuit inbound on Rep. Ro Khanna (CA) after he dropped a nuclear-level exaggeration: claiming 4.5 million kids have been "sentenced to death" by DOGE's defunding of USAID. Elsewhere, after a rocky weekend, the Iranian talks continue but the MOU is like an iceberg, there's a lot more going on just underneath the surface.  

On Iran, Hawk recaps the collapse of the Switzerland talks with JD Vance after Trump threatened the Iranian delegation on social media, and raises the point that Lebanon and Israel are not signatories to any negotiations despite being central parties to the ongoing conflict. He also covers the Supreme Court's new gun ruling tied to marijuana use, referencing commentary from Michael Popok, Lisa Graves, and Slate's Dahlia Lithwick and Mark Joseph Stern on Neil Gorsuch's reasoning. Hawk addresses the UFC fighter's remarks about Kamala Harris made at a White House event alongside Joe Rogan, and closes with election analyst Larry Sabato's outlook on 2026 Republican turnout, including Trump's successful primary purges of Thomas Massey, John Cornyn, Bill Cassidy, and Tom Tillis. SUPPORT & CONNECT WITH HAWK- Support on Patreon: https://www.patreon.com/mdg650hawk - Hawk's Merch Store: https://hawkmerchstore.com - Connect on TikTok: https://www.tiktok.com/@mdg650hawk7thacct - Connect on TikTok: https://www.tiktok.com/@hawkeyewhackamole - Connect on BlueSky: https://bsky.app/profile/mdg650hawk.bsky.social - Connect on Substack: https://mdg650hawk.substack.com - Connect on Facebook: https://www.facebook.com/hawkpodcasts - Connect on Instagram: https://www.instagram.com/mdg650hawk - Connect on Twitch: https://www.twitch.tv/mdg650hawk ALL HAWK PODCASTS INFO- Additional Content Available Here: https://www.hawkpodcasts.comhttps://www.youtube.com/@hawkpodcasts- Listen to Hawk Podcasts On Your Favorite Platform:Spotify: https://spoti.fi/3RWeJfyApple Podcasts: https://apple.co/422GDuLYouTube: https://youtube.com/@hawkpodcastsiHeartRadio: https://ihr.fm/47vVBdPPandora: https://bit.ly/48COaTB

The 2026 Washington Technology Top 100 rankings are now live for everyone to use in their own research of the federal market's largest technology and services contractors, plus the industry's major overarching themes. For this episode, Nick and Ross huddle up to overview edition number 32 of WT's flagship project that certainly does have an element of “Who's Up and Who's Down” to it. One question we posed in our breakdown of 2025's rankings was whether 2026 would look noticeably different in light of the Trump administration's cuts to contract spending and the federal workforce. The Department of Government Efficiency's impact to the industry is real, but quantifying it is only part of the discussion about DOGE. Here are the other items for this episode's discussion agenda: Consulting firms and resellers in today's market Small businesses and their prospects True blue newcomers to the ranking, including Amazon SpaceX and its new era as a public company Introducing the 2026 Washington Technology Top 100 The 2026 Top 100 shows a market that bent, but did not break DOGE was government contracting's biggest story of 2025 — and it's not close WT 360: All about the paths forward for SAIC, Anthropic, resellers and 8(a) companies How consulting firms acquire to iterate, and sometimes reinvent themselves GSA wants answers from resellers about markups and equipment maker relationships CACI's outlook on the government's commercial acquisition push SAIC's CEO highlights mission IT, engineering work as priorities Oracle wins $396M federal HR systems overhaul contract How DHA plans to end Leidos' run as the military's health record integrator GSA drops 'disadvantaged' from small business office name Small businesses face upheaval under the acquisition overhaul and agency cuts WT 360: Key points (and questions too) from Trump's fixed-price contracting and AI orders Astrion hires former Sierra Space CEO Vice as new leader OMB seeks details from agencies on their commercial buying, or lack thereof SpaceX's S-1 lays out its government work and market ambitions SpaceX's governance structure is built for one person: Elon Musk

From February 21, 2025: Before January, most Americans had probably never heard of the Bureau of the Fiscal Service (BFS), a Treasury Department agency that distributes payments from the federal government. But over the last month, this corner of government has appeared again and again in the headlines, as aides working with Elon Musk's quasi-governmental DOGE initiative successfully gained access to BFS's payment systems. After a flurry of litigation, a temporary restraining order now bars these aides from accessing data—but the crisis is not over. It's still not clear precisely what happened within BFS or what access political actors within the administration might gain in the future, and DOGE continues to access similarly sensitive systems in other agencies, such as the Social Security Administration and the Internal Revenue Service.To understand what's happening, Senior Editor Quinta Jurecic spoke with Wendy Edelberg, director of the Hamilton Project and senior fellow at the Brookings Institution, and Jacob Leibenluft, who served in the Treasury Department and the Office of Management and Budget under the Biden administration. Why is it so alarming to have political appointees accessing BFS systems? What does this tell us about the administration's political goals? And what manner of crises could result from this kind of meddling? To receive ad-free podcasts, become a Lawfare Material Supporter at www.patreon.com/lawfare. You can also support Lawfare by making a one-time donation at https://givebutter.com/lawfare-institute.Support this show http://supporter.acast.com/lawfare. Hosted on Acast. See acast.com/privacy for more information.

Subscribe now for an ad-free experience. Danny and Derek are in backchannel talks with the reflecting pool algae. In this week's news: the United States and Iran sign a Memorandum of Understanding (1:26), which addresses sanctions, the Strait of Hormuz, reconstruction, sovereignty, and the nuclear program (6:46); Israel continues its attacks on and occupation of Lebanon despite the MoU dictating otherwise (26:12); Gaza is excluded from the MoU (30:25) as West Bank annexation continues (31:46); in Sudan, RSF forces appear to be preparing for a major battle (34:27); in Ukraine, Russia makes advances (35:58) while Crimea is hit hard (37:26); the G7 is relatively uneventful, but does express support for Ukraine (39:24); the U.S. announces plans for a military drawdown in Europe (41:21); in Peru, Keiko Fujimori leads the vote count in the presidential election (42:57); and a UNAIDS report shows the dire effect of DOGE cuts (44:37). A reminder: we are changing our release schedule! The bonus will now drop on Monday, the public feed interview on Wednesday, and the news will remain on Friday.  Check out our episode with Caitlin Tulloch on the fallout from ending USAID. Join the Discord. Learn more about your ad choices. Visit megaphone.fm/adchoices

Chris Hagenow and John Hendrickson are back in the Hendrickson Library for a week-in-review episode — Chris flying without his Dr. Pepper Zero. Trivia wraps last week's Smoot-Hawley question and a new one goes out just in time for Independence Day: what president was born on July 4th?The episode opens on the Ian Roberts saga — the KCCI interview, the body cam arrest footage, and the stubborn contingent of Iowa liberals still defending him. From there, a quick take on the Iran ceasefire deal: $300 billion, sanctions relief, and a memorandum of understanding that raises more questions than it answers. Senator Joni Ernst wants to know where the money is coming from, and Chris and John share the concern.The back half turns to Iowa. Rob Sand's residency hit on Zach Lahn gets dissected — Chris sees it as an act of desperation that wastes the political capital Sand needs to actually define his candidacy. Sand's self-described "audit" of the Iowa Students First (ESA) program draws an equally pointed response: it's a partisan press conference, not an audit, and private school families across Iowa are paying attention.John closes with a piece he authored on the Electoral College and its importance to rural states — prompted by Virginia's governor signing on to the National Popular Vote Interstate Compact. The episode ends with a preview of what will become a regular theme between now and November: vote yes on the constitutional amendment to make it harder to raise taxes in Iowa.0:12 Welcome & housekeeping1:44 Trivia: Smoot-Hawley answer & July 4th question4:36 Ian Roberts KCCI interview and arrest footage7:11 Liberals still defending Roberts9:17 Iran ceasefire deal12:46 DOGE: what happened to the savings?14:16 Sand's residency hit on Lahn18:10 Sand's ESA "audit"23:35 ESA, private schools, and taxpayer dollars25:31 ITR poll coming soon26:05 John's Electoral College article27:26 Virginia joins National Popular Vote Compact30:35 Jungle primaries and left-wing election changes33:28 Constitutional amendment — vote yes this fall

Writer/producer Amelia Wedemeyer joins to help break down the Karen Read case and Elon Musk's involvement in anti-immigration unrest. Plus, as always, The Doomscroll with Tyler Parker. In this episode: (00:00) Intro (2:31) The Karen Read case (28:00) What to expect next? (29:01) Elon Musk fomenting race riots? (42:35) The Doomscroll: 'Pokémon GO' (44:45) DOGE whistleblower (45:41) Gold bar updates (49:59) Jared Kushner's "flamingo revolution" (53:17) Anthropic's Claude Mythos Hosts: Jason Concepcion and Tyler Parker Guest: Amelia Wedemeyer Producers: Donnie Beacham and Justin Sayles Art direction: David Shoemaker Motion graphics and animations: Chris Calleton Engineering: Sarah Reddy Set design: Hannah Leiken and Jonathan Ratliff Additional Support: Dae Shik Kim Learn more about your ad choices. Visit podcastchoices.com/adchoices

Last 4 days before regular tickets sell out at AI Engineer World's Fair - this is the single biggest gathering of AI Engineers, Founders, Leaders, and Researchers in the world. Attendees get >$5000 worth of sponsor credits and talk tracks are looking FANTASTIC. Join us!The AI scaling debate always focuses on the question of “how do we get more GPUs?” but the better question may be: how do we make the most of ones we already have.The fact that a frontier lab like xAI could be running at sub-10% MFU (Model FLOPs Utilization) is just a hint at what the real problem may be.For context, older frontier-scale training runs were already much higher than 10%. GPT-3 was around 21% MFU. Gopher was around 32%. Megatron-Turing NLG was around 30%. PaLM reached around 46%. And our guest Anjney says best-in-class MFU today is closer to 60–70%.It's not necessarily that xAI is uniquely incompetent (it's clear they have talented folks) but rather the priorities may be flipped in the GPU arms race.While GPU access is a bottleneck, simply increasing CapEx won't automatically translate to better models as frontier AI is increasingly a systems problem: scheduling, utilization, networking, kernels, frameworks, data pipelines, parallelism, cluster reliability, and the thousand small decisions that determine whether your theoretical FLOPs become real training progress.From building Discord's developer platform and backing frontier AI companies like Anthropic, Mistral, Black Forest Labs, and Periodic Labs to now building AMP's independent compute grid, Anjney Midha has spent years close to the real bottlenecks of AI scaling. In this episode, Anjney joins swyx at Periodic Labs to unpack why the AI race is not just about buying more GPUs, why 95% utilization would have been considered an outage at Google, and why the next era of AI infrastructure has to be more aligned, more efficient, and more responsible.We go deep on AMP's vision for a compute grid that makes FLOPs flow like megawatts, the difference between full-stack AI labs and horizontal pooling, why AI data centers need community buy-in, and how compute markets could evolve into something closer to an independent system operator. Anjney also explains why DeepMind's unpublished research points to a market failure, why end-of-life prediction remains one of the most important AI applications he has thought about for fourteen years, and why “output maxing” may become a new discipline for frontier systems.We also discuss Anthropic's culture, why “luck favors the prepared mind” in coding models, how Claude cracked coding, why too much capital too early can make AI labs fragile, what Periodic Labs is trying to do with science and superconductors, why great researchers can become great CEOs, and why Silicon Valley is both deeply missionary and deeply mercenary.We discuss:* Why 95% utilization was considered an outage at Google* Why AI infrastructure waste compounds at frontier-lab scale* Why “move fast and break things” does not work for AI data centers* How data center backlash, power grids, and community incentives shape AI scaling* AMP's vision for making FLOPs flow like megawatts* Why compute needs an independent system operator* How interruptible demand and dynamic prioritization worked inside Google* Why DeepMind research hoarding creates negative externalities* AMP's 1.2GW base-load ambition and the need for 6GW of spike capacity* Why end-of-life prediction could become one of AI's most important healthcare applications* Frontier Systems, output maxing, and full-stack alignment* Why APIs and abstraction layers become lossy as organizations scale* Superconductors, standards, and the dream of lossless systems* SF Compute, open protocols, and the future of compute marketplaces* Why non-NVIDIA chips can still benefit from NVIDIA's reference architecture* Trust boundaries and why chip startups need visibility into future model architectures* Why VCs often underestimate researchers as CEOs* Scientists as star athletes of the mind* Why great CEOs need to be confrontational up and down the stack* Why leading the frontier matters more than “winning”* How Anthropic cracked coding* Why culture is fragile, not a permanent moat* Why hardship was a feature, not a bug, for Anthropic* Why Anthropic's P0 was coding from day one* Periodic Labs, physics as the constraint, and technical reality* Silicon Valley mercenaries, missionary teams, and what happens after a breakthroughAnjney Midha* LinkedIn: https://www.linkedin.com/in/anjney* X: https://x.com/AnjneyMidhaAMP PBC* Website: https://amppublic.com/* X: https://x.com/amppublicTimestamps00:00:00 Introduction00:00:09 Why AI Compute Is Being Wasted00:03:17 Responsible Infrastructure and Data Center Backlash00:06:07 AMP Grid: Making FLOPs Flow Like Megawatts00:12:41 Foundry, Frontier Labs, and Research Hoarding00:14:42 Gigawatt-Scale Compute and End-of-Life Prediction00:24:08 Frontier Systems, Output Maxing, and Alignment00:27:38 Compute Markets, SF Compute, and Non-NVIDIA Chips00:32:57 Trust Boundaries, Co-Design, and Researcher CEOs00:38:17 AI Coachella and First-Principles Thinking00:42:43 Leading vs Winning in Frontier AI00:45:54 How Anthropic Cracked Coding00:48:25 Culture, Hardship, and Anthropic's P000:54:03 Periodic Labs, Physics, and Silicon Valley Mercenaries00:56:26 Rishi Valley, Singapore, and Money as a Measure00:58:47 Closing ThoughtsTranscriptIntroduction: Anjney Midha, AMP, and Compute WasteSwyx [00:00:00]: We're in Periodic Labs with Anjney Midha, CEO, founder of AMP. Welcome.Compute Utilization: Node Allocation, MFU, and AlignmentAnjney [00:00:09]: Thanks for having me. At Google, there are two types of utilization usually, right? That you're measuring in these clusters. One is node allocation, and then the other's MFU. Node utilization is usually like what percentage of cards in the data center are just, used, and that, if it's not at, 95%-Swyx [00:00:29]: There is no excuseAnjney [00:00:29]: There's no excuse, right? I think 95% at Google, which is where my co-founder, Seb, came from, he built the Borg, PBorg/GQM scheduler at Google, and there I think 95% was considered an outage, so 96% node utilization is, should be standard. And most single-tenant clusters are not running at that. So that's one. And then MFU should be, I would say the best in class today is somewhere between 60 and 70%. I think this is a leadership question, right? Fundamentally it's an alignment question, which is are the people who are funding the cluster and then deploying the cluster actually aligned? And sometimes theoretically they are, but in practice the number of people in the chain, the supply chain between, the capital and all the way to whoever's managing the cluster and then whoever's measuring what the output is, are just so many, degrees of separation away that, the, The Have you ever heard the radian metaphor, which is at the beginning of an arc, if you have two arcs that are two lines that are just off by a few degrees, that-Swyx [00:01:33]: It spreads outAnjney [00:01:34]: It spreads out, right? Or at scale. And I think what's happening is a lot of cluster implementations and infrastructure, a lot of frontier labs and other teams, that's what's happening, is they're, they initialize the plan, which is kind of like North Star with a team that wants to do good, but then they're, required to scale so fast instead of iteratively that the wastage just compounds really fast at scale. And so I think we know the answer, which is just do iterative bring ups. If you spend time with people who've been in the semiconductor industry or the DSN industry for a long time, this is not new, and I don't think AI should be an excuse. Sure. Something What is new? Okay. We have a lot of new capabilities, but that doesn't mean just abandon common sense. Common sense should always be in fashion. ? AI scaling doesn't change the in fact, if anything, AI scaling should be putting a premium on the value of common sense and infrastructure because the margin of error now is so much lower and the costs of wastage are so much higher. And the cost of wastage, by the way, is not just economic. I'm, obviously I'm, I'm an investor, or I'm an investor by background. Over the last few years now we're running an AI infrastructure business called, AMP. And I think that it's okay to say this time is different on the capabilities front. We are genuinely getting capabilities at, of the, of a kind we haven't had before. That doesn't give you an excuse to say this time is different for everything, especially infrastructure. So look, I love the hacker mindset and the hustler mindset. Now, that's great for the startup mindset, but you remember this moment where Zuck went from saying, “Move fast, break things” to, move-Responsible Infrastructure and Data Center BacklashSwyx [00:03:10]: Fast and stable infrastructureAnjney [00:03:11]: Move fast with stable infrastructure. I think now we need to move fast with, responsible infrastructure. People are going to ask where the impact is. There was a really In our class yesterday, Scott Nolan, who's the founder of General Matter, came by at Stanford to speak about energy bottlenecks. And he had a phenomenal idea. He said, “if you look at the marginal unit economics of compute per hour,” he goes, “let's call it, $4 an hour. If you're having to bring up a new data center in a new community, why not just say we're going to charge 4.50 an hour, and that marginal impact or that marginal increase, we just literally take that and give it to the local community as cash?” I can tell you as a customer of that compute, I would love that. I'd be happy to pay an additional 50 cents per hour at scale.Swyx [00:03:57]: Wow. Yeah.Anjney [00:03:58]: Because if that means the public benefit is so clear to the communities that the data centers are coming up in, I'm going to feel like that compute is much more reliable. Up to 20% of all data centers this year in the US, my understanding is are at risk.Swyx [00:04:13]: Of community backlash?Anjney [00:04:14]: Correct. Of not getting the community support they need to get brought up.Swyx [00:04:19]: Wow. That's a huge number.Anjney [00:04:20]: Yeah. Now, we, I think we should dig into what that number is. I think it's a little bit of overstated. These things can get over-reported, but it-Swyx [00:04:27]: They don't just care about jobs. They care about all the other stuff around it, right? They care about power grid, they care about environments-Anjney [00:04:33]: Power grid, permitting, and so on. And imagine I think if you said there's a new AI deal. If we're bringing up a data center in your community, we're actually going to reduce the cost of your electricity bill. Okay, now we're talking. Right? The community's going, “Okay. Now this is a deal. I feel like a partner in this.” Right now that's not happening. There will be audits, there will be investigations, and when the, when the regulators come, I don't know when it's going to be, the folks who are moving fast and breaking things in the name of AI progress better be prepared. That's certainly not how we're procuring compute. Or we're, we're trying as much as we can to work with partners who have long-term track records. Many of whom, by the way, are not, AI providers. I think this whole idea of neoclouds being somehow this new category is a lot of marketing speak. There are really good, reliable, trusted data center providers in America who've been around 20 plus years. I love those folks. They know how to Sure. Are they sponsoring happy hours at NeurIPS? No. Are they legibly listed in Build? No. Are they hanging out in my, in, situational awareness parties? No. But they're adults. I trust them.Swyx [00:05:44]: They can run LAN. They can run power.Anjney [00:05:45]: They can run LAN, power, and shell. They have credit histories. We sit down, we have a conversations. Many of them live in Silicon Valley. They've, they've had to deal with the boom and bust cycles of the internet, and I love those folks. They are stable infrastructure partners and thinkers. And I think there's a lot of short-term thinking going on in the compute layer, and it's going to catch up to us. It's not going to be good.AMP Grid: Making FLOPs Flow Like MegawattsSwyx [00:06:07]: You talk about aligning incentives, and, I would think that aligning incentives means you have the full stack in one company, which is xAI and OpenAI, right? So you as a standalone infrastructure layer, why are you somehow more aligned to your portfolio companies than people who just own the whole thing?Anjney [00:06:28]: In systems design, right, there's, there's two regimes of, architecture, right? You have integration, and then you have pooling and utilization, right? So the Or rather, the way to increase utilization often is you can do systems integration where you collapse a lot of process into one node, or you can pull out a process from a node and share that amongst various That resource amongst several different nodes. And so we see the AMP grid, which is, the, what, the system we're building here, which is basically a compute grid. We're trying to do for compute what the electric grid-Swyx [00:07:02]: PowerAnjney [00:07:02]: Yeah, what the power grid did for electricity. It-- this is a pooling and utilization layer across clouds, And so we're actually the opposite of a full stack integration like approach.Swyx [00:07:12]: Super horizontal.Anjney [00:07:13]: Where it's much more horizontal and it's, it's multi-cloud, it's multi-silicon. The goal is to try to make FLOPs flow like megawatts, and that is very hard to do today for many reasons. There's stranded pools of compute all over the place and there's no fungibility. And so right now we do it at the level of scheduling, and we often do it at the economic layer. But as we start to announce what we're working on, it's extraordinary like how many folks are coming out of the woodworks and saying, “Hey, I'm actually working on a way to make compute fungible at this part of the stack and that part of the stack.” And as a grid, we'd like all of these folks to participate on the grid. There's, people often ask me, “Andra, are you a new cloud?” And I go, “No, actually neoclouds are suppliers.” sometimes they'll ask, “Are you a venture capital firm?” I go, “No, actually they are, they are demand like sort of off-takers of the grid.” We see ourselves as what's called an independent system operator. So if you study the history of the electric grid, once it became legible to a lot of factories and industrial sort of participants that, hey, actually it turns out pooling is a good idea. We should pool our generators instead of all having a generator running at half capacity in our backyard. There was a need for an independent entity who could coordinate all these parties. Transmission line, power generation, facilities, transmission lines, factories, and that neutral coordination mechanism is very critical. In order-- If you study like the history of grids, the most enduring ones were those that never owned their own assets. They were ones that had, or often started with long-term anchors who are uncorrelated sources of demand, a steel factory, a shoe mill or whatever in a particular town who weren't competitive, where the steel factory want to spike up at night, the shoe mill wanted to spike up during the day. So then you pool and you share, right? So each of you is guaranteed some base load, but then you kind of schedule your spikes to drive a peak utilization across the town. The gold standard, so to speak, historically, has been these utility companies like PJM Interconnect in the northeast of America, where they, over many years became this what's called an ISO, an independent system operator of the grid. So that's how we see ourselves. Economically, that's what we are. From a technical perspective, we started at the scheduling layer because Seb and Mihai, who, run engineering here, built that at-Swyx [00:09:28]: Did your schedulingAnjney [00:09:28]: They did that at Google. And, -Swyx [00:09:32]: And you have infra shops from Discord as well.Anjney [00:09:35]: I have some.Swyx [00:09:35]: I don't know, I don't know if Discord is like the primary identity, but what-whatever, I'm just kind of-Anjney [00:09:39]: No, D-Discord was-Swyx [00:09:40]: Choosing a well-known name.Anjney [00:09:42]: Well, I So I was running the developer platform there. The internal infrastructure I was not responsible for. That was actually a guy by the name of Mark Smith, who was extraordinary. And yes, Discord did pool So Discord is actually a counter example. I had the chance to learn a lot about fully, full stack infra there because-Swyx [00:09:56]: It's the same thing, yeahAnjney [00:09:57]: It's the, it's the other architecture which is, Discord built its own WebRTC vo-voice and video infra. So like Discord did not use-Swyx [00:10:08]: For the calls, yeah.Anjney [00:10:09]: Yeah, did not For communication, Discord did not use third party infra. It was all built in-house. And then the way you maximize utilization was you pool demand from the world's 200 million plus monthly active gamers, right? And so that's, that's how those stacks were constructed. Again, in systems design, the two concepts that keep coming up over and over again are abstraction and composition, right? And-Swyx [00:10:31]: Bundling and unbundlingAnjney [00:10:33]: Bundling and unbundling, abstraction, composition, like verticalization and-Swyx [00:10:36]: HorizontalAnjney [00:10:36]: Horizontalization. So in that sense, AMP is an independent system operator of the grid. We pool demand, we pool supply from a number of partners we trust At about 1.3 gigawatt scale over four years. And then we pool demand from some of the world's best, research labs and so on. We're sitting at one, periodic labs who need extraordinary long-term demand. And the idea is that, each of them is guaranteed base load on the grid, but they can spike up and down flexibly on, for compute, with much shorter timelines as needed. That was roughly the design of the program I came up with at a16z called Oxygen. The same-- That was the same design of the GQM, BorgX, Borg GQM implementation at Google that Mihai and Seb had built. Which was that how do you allow, teams inside of Google, on the internal infrastructure to be guaranteed capacity, for their base workloads? But when they need to spike up on research, how could they ensure that was sufficiently there? And of course, the big innovation that was not discovered, but kind of implemented in the space, this infra space maybe three, four years ago at Google was the idea of interruptible demand, right? Where you just queue up a bunch of jobs and through this like sort of credit system, there can be a bidding mechanism.Swyx [00:11:53]: Like priorities.Anjney [00:11:54]: It's a dynamic prioritization Basically. And jobs can get interrupted based on somebody else who's saying, “what? I have 10 tokens, 10 credits I want to spend on this job.” Another like team lead, research lead is “Genie 3 or whatever is only worth five, credits, and NanoBanana2 is worth 10 credits,” and so the NanoBanana job gets priority. That's a, that's a made up example.Swyx [00:12:15]: It's very real. Brain Marketplace was real. And, we've, we've covered this on the pod with David Luan, who was-Anjney [00:12:20]: Oh, great. OkaySwyx [00:12:20]: Was there. And the criticism is that, well, actually sometimes you need central command to go all in on a thing. And actually sometimes capitalism via credits doesn't work. Not, this is not a criticism of AMP. I'm just saying, this is a thing that has been tried, internally within Google, and it led to Google missing GPT.Foundry, Frontier Labs, and Research HoardingAnjney [00:12:41]: Like, we structured ourself essentially very similarly to Google. We are structured as a holdings company. So, Alphabet holdings is Alphabet holdings, and then they've got these subsidiaries called Google and-Swyx [00:12:51]: Other betsAnjney [00:12:52]: Other bets and so on. We've got, AMP holdings, and we've got our infrastructure business, and then we've got a capital business called Foundry that incubates new frontier AI labs or invests in them as venture capital, like Periodic. We put a few hundred million dollars into Anthropic from our fund earlier this year. So wherever we feel like teams are making progress, especially researchers and so on who've pushed the frontier inside of existing labs like DeepMind, I find, there comes a point where they feel misaligned with the dictatorship of Alphabet holdings. And at that point, sometimes the dictatorship doesn't want them anymore. And they're “Thank you. You've done your job here. You've kind of helped us through the zero to one phase, and for whatever reason, we're going to deprioritize your amazing, omni model or whatever it is, and instead we're going to prioritize coding.” And, I think that's a tragedy, but I get it. They're Sergey and team are running their own business there. But that doesn't mean we the rest of us should sit around waiting for that progress to get unlocked for the rest of the world and humanity. If you think about how much extraordinary research has happened inside of DeepMind over the last 10 years, I, Demis and Sergey and those guys did such a great job. But at the end of the day, so much of that has never seen the light of day?Swyx [00:14:00]: Or they're like papers only, but they never actually shipped it to production or-Anjney [00:14:03]: What's worse is the paper is actually not even being published anymore ‘cause there's a six-month embargo inside of DeepMind, right? We've heard about this where a paper comes out, and then I think there's a six-month embargo window where if anybody on the business team says, “This could be interesting” It's embargoed for life.Swyx [00:14:18]: Exactly. So the stuff that gets published is the stuff that's not good enough.Anjney [00:14:21]: There's an adverse selection problem, basically. Yeah. At this point-Swyx [00:14:25]: It's, it's a common complaint at NeurIPS, by the way, that's “Well, why would I look at the papers that are the trash of GDM?”Anjney [00:14:31]: Again, I think it's a tragedy. I get it. They're running their business, but the rest of the I think there's negative externalities of research being hoarded, and so that'there's a market failure. And somebody needs to unlock that research, and we can't do it on our own. We only have 1.2 gigawatts of compute. That's nothing. That's about $40 billion of cloud spend. We're going to need a lot-Gigawatt-Scale Compute and End-of-Life PredictionSwyx [00:14:51]: By the way, is that's a new number. I haven't, haven't come across that gigawatt number. That's huge.Anjney [00:14:56]: Yeah. And to be clear, we haven't secured all of it. That's how much demand we have started to secure. I think publicly we haven't actually confirmed how much we have for this year. In order-Swyx [00:15:04]: Where do you want to get to?Anjney [00:15:06]: I think the steady state would be that we have a base load pool Of 1.2 gigawatts at all times Of base load capacity. For spike capacity, right now my estimate is we need roughly six gigawatts over the next four years for all our teams to feel like they were able to keep moving the frontier, whatever they're working on, whether it's, like superconductor discovery over here. There's a new investment we're working on right now, which is in the end of life prediction space in healthcare. It's extraordinary how much you can, you can give this was actually my graduate school work. I went to grad school for bioinformatics at Stanford Med. And I know we-Swyx [00:15:40]: Econ, MCS, bio.Anjney [00:15:41]: So my-- I was this really weird cat where, I was never satisfied with my major options. So at one point I was an econ major, then I was a CS major, then I was a MCS major called mathematical computational science, and they decided they were going to end that major. So I took all that coursework, and I applied it to grad school, my graduate degree in bioinformatics, which was the master's program, and then I thought I was going to do a PhD. I never ended up doing it. I dropped out and went to work at Kleiner. But I was lucky enough to apprentice with this professor at, Stanford Med. His name is Nigam Shah, and he was working on end of life prediction. Stanford is one of the only research facilities in America that has a longitudinal patient data set that's larger at scale. I think it's at least 12 million patient lives. The only larger data set is at the VA, the Veterans Affairs, of America. And to do research, like do any deep learning and so on that data set, it was called the STRIDE data set at that time, you had to be a Stanford Med School affiliate, which is why I went and enrolled in the bioinformatics department. End of deep learning was early. Nigam Shah had the visibility-- the vision to see that, you could do end of life prediction to help palliative care. In America, the, over 30% of all Medicare, Medicaid spend, at least at that time, was spent on end of life care. And what's we grew up in Asia, so we all-- Yeah, at least I won't speak for you, but I have A very different relationship with death than I find folks who grew up in America do. In America, spiritually and culturally, especially in Western societies where Christianity, the Christian tradition sort of frames death as this terminal point, there's often a judgment day and so on. The way we view death is with a finality. In Indian culture, in Hindu culture, death is one-Swyx [00:17:35]: Also, he's Buddhist as well.Anjney [00:17:36]: You're Buddhist, yeah. So it's one, it's one step in a journey of many lives, right? And so, I grew up in this city called Chennai in the south of India, and when people die, you dance on the street. There's like a procession where your body is carried to be cremated and your family, like celebrates and there's drums and so on. It's this huge thing. And, It's because the idea is that you're going to be reincarnated. You've been liberated from the responsibilities of this life, and now you're onto your next. It's a new It's like going off to a new college or whatever, right? And so it was so alien to me when I got here as an undergrad- That the medical system works backwards from that assumption that we have to view death as this terminal thing and delay it, postpone it's a bad thing. And so at the time, clinical decision support in the United States was this very primitive field. Even to this day, physicians in the United States often will tell you when you have a terminal disease, this is your, we've diagnosed you, which is great. Our ability to diagnose you is extraordinary. You have somewhere between six months to six years to live. What do you do with that information? The error bars are so high that then you In times of uncertainty, we default to culture, and when the culture is let's-- this is a bad thing, I've got to prolong my life, then you start doing things like And just to, just sort of from a systems perspective, what's going on there is Physicians often feel like they need to provide such high error bars because there's always some uncertainty in end of life diagnosis, and if you provide the wrong Diagnosis or recommendation to your patient, you can be sued for medical malpractice. And then your license can be taken away. It can be catastrophic for your career. In contrast, if in countries where that's not the case, what you often observe is that patients, physicians are quite prescriptive with their recommendation. They say, “Hey, this is your condition. The literature says that you probably have this much time on Earth left. My expert opinion is that you are an outlier or whatever.” And they try to be more prescriptive, and that empowers a patient, right? ‘Cause then a patient can say, “I trust my doctor. They said on average, I have six months to live, but if I do these things, I may have a shot because of my particular predispositions or my genetic history or whatever.” And that empowers you to go about your life in a actually more scientific way than leaning on religion, culture, spirituality, and so on. In contrast, here, because of that medical malpractice sort of thing looming over your head, a physician never gives you a clear recommendation. So instead you say, “Okay, Doc, well, let's try it all.” And then you start a whole regime of drugs and therapies, and then you often spend weeks and weeks in the hospital, and that deteriorates your quality of life. And when that deteriorates your quality of life, you instead of spending your last few days doing the things you love with your family, you're spending it on a hospital bed. And that ends up being thirty percent of Medicare and Medicaid. So it's worse for the patients. The doctors feel terrible. The American taxpayer is paying a huge amount of money. And so this is why Nigam Shah, who was this professor at Stanford, said, “Anjney, if there's “ I kind of sat down with him. I was this young, I'd, I was twenty-one, and I was “I want to work on a big problem.” He's “The big problem is end of life care.” And so we tried to do deep learning to say, to-- So we started trying to run deep learning on these tried patient data sets to say, “Could you have an AI system make a recommendation that is orders of magnitude more precise about how much time you have left once you've been diagnosed with a terminal condition than a human?” And then if we can get that precision to be high enough, then you can empower the patient. And it turns out the tech works. Like it's-- Once you get the data set, like RL works. Honestly, even regression models work. You don't need to get that fancy. At the time, we were just trying, doing like very simple neural nets.Swyx [00:21:54]: Simple solutions, yeah.Anjney [00:21:54]: Today, what we can do with RL is extraordinary. The problem remains then and now is regulatory, because you actually can't shift the burden of the wrong clinical diagnoses from the physician to the AI system. And so at that time, I got quite disillusioned ten years ago for, twelve years ago where, ‘cause I felt I just didn't have the resources to influence regulation. Today, I'm very lucky. I'm in a different place. I've, I'm a lot older, and so I've been spending a lot of time on my next incubation, which is how can we unlock the, patient empowerment by training AI models to do end of life prediction much, with much more precision and ac-Swyx [00:22:37]: Oh, wow. You're still focused on this the whole time.Anjney [00:22:40]: The-- I haven't been able to get, this out of my mind a single day for the last fourteen years. This is the hill I want, I would like to die on. There's two, I would say. What? I actually, I'd prefer not to die.Swyx [00:22:51]: Yeah, exactly.Anjney [00:22:52]: But I think two bipartisan issues, I think two issues that should be bipartisan in America are how do we empower patients to make the right clinical decisions at the end of their life, such that we're reducing the taxpayer burden with science? It's just good old science, and AI can help here. And the second is, net positive data centers, ‘cause I think that's the biggest critical bottleneck on training and good enough AI models to help people at the end of their life. So there's sort of two sides of the, of the same scaling bottleneck curve, but those two, we formed AMP as a public benefit corporation. My wife and I, who you've met, you've met Viv. Her passion is education. Her family is a long line of educators and so on, and, of physicists. And so this class is my attempt to stop being the black sheep of the family and be a, an educator. But if I'm not educating, the thing I would be doing is working, on these two problems, whether on the political spectrum or as a researcher back at, in some lab. And my hope is if anyone's listening to this podcast, if they're passionate about either of those two topics, I'd love to hear from them. We'll, we'll we can share the contact in the show notes, but, we're looking for people to join both of those missions on the, on the political side as well as on the medical side, on the research side.Frontier Systems, Output Maxing, and AlignmentSwyx [00:24:08]: You said, this is a discipline that you want to form. You call it's called variously called Frontier System. It's variously called One Person Frontier Lab. What is the ideal name or shape of this? Like the, what is the mission?Anjney [00:24:24]: Of the class?Swyx [00:24:26]: Of the discipline that you're, exploring, right? I The class is called Frontier Systems. But like for me, maybe one phrase is you're, you're just anti-waste, right? Which is wasting GPUs, wasting in human and Medicare. But is there, is there a broader theme that I'm, that maybe you can encapsulate more succinctly?Anjney [00:24:45]: Yeah. The, from an engineering perspective, it's very simple. It's output maxing. It's the, it's the department of output maxing.Swyx [00:24:51]: Making the most of what we have.Anjney [00:24:52]: Exactly. I'm a huge believer in optimal outcomes. I think both in America and other countries, we are losing our appreciation for nuance, and this is the thing of And AI is the same case, right? Oh, the bitter lesson holds. Okay, fine. But that doesn't mean you just like throw 500 GB300, 500,000 GB300s at your suboptimal model scaling and you waste a bunch of compute. It also doesn't mean that, the most optimal is to have like 50 different architectures where there isn't enough standardization. One of the reasons Anthropic has had extraordinary sort of velocity is ‘cause they picked the transform architecture and said, “This is simple. Let's double down on it,” right? And now luckily there's enough investment going to the space that we can afford other architectures, but at the time, investment was just too fragmented into other architectures, so that arguably unlocked scaling. So I think there's a philosophy. I think we all owe it to ourselves to do output maxing with a new capability called AI on a global level. I think if I was starting a new department at Stanford, depending on how fuzzy or technical I wanted to be, I'd probably call it the Department of Alignment. Like-Swyx [00:25:59]: It's an overloaded termAnjney [00:26:01]: But it is, But alignment really Is a hard problem. And I think when you unlock it, full stack alignment is super hard in any organization and in any system. Like in a, in a venture capital firm, if you can have full stack alignment between your limited partners and your, the founders who are creating the value and ultimately the public that owns the IPO stock, that is a gift that keeps giving. And when you study the history of these systems, when they start off, they usually start out small scale where the feedback loop is actually so tight that there's alignment. And then the more you try to scale, the more division of labor happens, the more specialization happens, and at each step you add abstractions. And wherever there's an API interface, there's like loss. There's communication loss. And so I think a really cool thing would be for us to figure out is there a way for us to have our cake and eat it too as an engineering discipline? Is there a way to actually scale up and scale out Without losing any alignment, without lossy transmission?Swyx [00:27:01]: You mean standards?Anjney [00:27:02]: So standards is one way. The other way is you just have net new capabilities. So like what we're trying to do here is discover new superconductors. A room temperature superconductor would be a lossless transmission mechanism for energy. We would have flying cars. We are right within a few years of having a new room temperature superconductor. So I think those are the two. You either have to standardize On protocols or API specs that allow lossless communication, or you can come up with a whole new capability that unlocks so much abundance, the standardization doesn't matter ‘cause you just unlock net new capacity. This, the, so this is what I spend my days thinking about these days.Compute Markets, SF Compute, and Non-NVIDIA ChipsSwyx [00:27:38]: No, I think every infra person at, who wants scale and wants to output max does eventually end up thinking about this. We don't have time to go into it, but we have done an episode with SF Compute-Anjney [00:27:50]: Oh, coolSwyx [00:27:50]: That is trying to standardize The futures contract for compute. I don't, I don't know how that's going by the way, but like at some point this will be public.Anjney [00:27:57]: Oh, I think Evan is awesome and SF Compute is the kind of effort that I hope we can accelerate because what often happens is these exchanges are very hard to get, they, it's hard to bootstrap them, right? Because they often require-- There's many inefficiencies between parties. There's trust boundary inefficiencies in infrastructure because you don't trust, one part of the stack doesn't trust another part of the stack to give them visibility. There's capital markets inefficiencies, there's operational efficiencies. So if you can inject like a single shock to the system of a ton of compute demand or supply, then you can accelerate, these new flywheels. And so my hope is one day, or soon, if SF Compute needs extra like has excess capacity, they just hook it up to the grid and they get flooded with demand from us. And on the other side, if they have a ton of demand but they don't have supply, they just again hook up to the grid and it's a two-way protocol where they can just hook up to our capacity. And I don't think we're too far from that. Today our working implementation of it is mostly through a group of labs, universities, and a few sort of trusted parties who are, who all feel like they're in alignment to borrow an over sort of used word. But our hope is to just have it be an open protocol that anyone can hook up to on-Swyx [00:29:20]: Hook up for demand or hook up for supply? In primarily demand, it sounds like. Like you-Anjney [00:29:25]: No, bothSwyx [00:29:26]: You would want to offer demand.Anjney [00:29:27]: Both. Yeah. Unfortunately, what's happened in the last six weeks is, we thought we'd have a bunch of excess capacity by the end of this year. It's all gone.Swyx [00:29:37]: It's exploding.Anjney [00:29:38]: It, yeah. It's all gone. And so I have, my text messages are full of friends, we know many of these people, these are founders who've raised billions of dollars in San Francisco going, “Oh, any chance you have like 50 nodes in the next few weeks?”Swyx [00:29:51]: What is the scope for, non-Nvidia, right? You have Lisa Su coming and, Rainer Pope as well. And so There is a lot of demand for, more performance Alternative architectures and all that. At the same time, this hurts your standardization.Anjney [00:30:11]: I don't think so. So actually Rainer's a great example, right? Rainer is a CEO and founder of, MatX. I actually had him by for office hours in the class earlier today, and there was an insight he brought up that I hadn't considered before, which is when they decided to pick the standard For their data center, they picked the NVIDIA reference architecture. So the MatX chips Just plug in to any site that has an NVIDIA bring up planned. And, the-Swyx [00:30:42]: It's just software then. It's, it's not the-Anjney [00:30:44]: A-Swyx [00:30:44]: Hardware.Anjney [00:30:46]: Well, from an input and IO perspective It's the same footprint as an NVIDIA rack.Swyx [00:30:52]: That makes sense.Anjney [00:30:53]: Where they have done, innovated a bunch from what I can tell is on systems co-design. Which is where a lot of the gains are to be had. And so he picked He was “Anjney, we, there's just so much work to do when you're building a new chip company.”Swyx [00:31:08]: Can't fight every front.Anjney [00:31:08]: You just can't fight on every front. So my question to him was, “Well, you're working on this new chip. Their tape-out is next year. What, who are you going to partner with to host the chips?” And he said, “Whoever will host them. That's just not, that's not my focus.” And I said, “But how did you “ you decided back to our earlier systems design question, he decided that, he didn't want to be a full, fully integrated chip provider. The bottleneck they're focused on is the logic die, and they, he feels they can crank out a ton of performance gains through co-design there. But then that means you delegate, to our question earlier, it, you he's the data center provider is a different part of the stack, and so then he's dependent on that part of the ecosystem to host his chips to get the performance gains to the customer. So now you have another abstraction, and you might have loss. So I asked him, “How do you prevent loss?” And back to your point, he said, “I just picked the NVIDIA standard ‘cause I didn't want to Like I wanted to piggyback off of an existing protocol.” And that, what's great about NVIDIA is that reference architecture is known.Swyx [00:32:15]: Open.Anjney [00:32:15]: It's open. They've published it. So Jensen's actually enabled someone like Rainer to build a chip company like MatX, and I don't see them as competitive. The compute demand is so high. Like, I don't I think NVIDIA's not able to meet the demands of production, so we just need more chips. And I think it's very smart what MatX has done, which is say, “We're just going to we're not going to innovate on the data center design ‘cause actually, thank you, Jensen, you've done all the hard work. Where we can innovate is somewhere else.” And I think that's, that's very healthy. I think that's how we unblock new bottlenecks. And my view is these, the, chip teams like MatX, who have arrived at the insight that co-design is the way, The primary bottleneck for them is trust boundary. To do co-design well, you need visibility into the next model generation as soon as possible ‘cause it takes two years to tape out. So if by the time I bring my chip to market, your model architecture's changed, I'm host. Now, when he was inside Google, he was sitting next to the Gemini team. He was on Palm or whatever.Trust Boundaries, Co-Design, and Researcher CEOsSwyx [00:33:19]: His co-founder was the, was one, was one of the Palm guys, I think.Anjney [00:33:23]: Yes. Yes, exactly. So when you're inside the trust boundary of Google, then your systems co-design loop is super tight. When you leave as a founder, one of the biggest risks you take is now you're outside the trust boundary. And so what I love doing is helping chip teams who can help us unlock more capacity for the independent ecosystem access to trust. Because when I If I've been, involved with a lab from day one, and I was lucky enough to work with Anthropic, and then I'm on the board of Mistral and helped Black Forest Labs get started. I think at this point I'm on six or seven different teams.Swyx [00:33:57]: Only six? I feel like my mental number was going to be 13, but yeah, it's-Anjney [00:34:02]: No, I go deep with one at a time.Swyx [00:34:04]: You're founding CEO of Arena.Anjney [00:34:07]: Nah, that was an, that was an-Swyx [00:34:08]: Administrative CEOAnjney [00:34:09]: It was an administrative five-month gig where Whalen and Anastasios were graduating from their PhDs, and they didn't need a product team. So I helped recruit the head of engineering product and design. But Anastasios has always been the CEO of that company. I played a pinch-hitting I'm an intern. I was CEO intern For five months. -Swyx [00:34:33]: I interviewed him, and he's he's very well-spoken. I think he's a debate, former debate, champion. But also very quantitative and mathematical, which is-Anjney [00:34:41]: He-Swyx [00:34:41]: Such a unicorn.Anjney [00:34:43]: See, what's amazing about him? If you look at his output, he's an output maxer. By the time he was graduating from his PhD, which he only graduated last year, he had published more work with a citation count than, people twice his age. But at the same time, he'd already started a project called LLM Arena that was being used by millions of people As a side project. And time and time again, what I've realized is venture capitalists suck at seeing human beings as, dynamic agents where-Swyx [00:35:14]: They want to put you in a boxAnjney [00:35:15]: They want to put you in a box.Swyx [00:35:15]: This is your thing.Anjney [00:35:16]: So the first time I got introduced to Anastasios, somebody had told me “Oh, he's amazing, but he's a researcher.” I was “what? What do you mean he's a researcher?” That's what-Swyx [00:35:28]: Like he's not a CEO, not a founder.Anjney [00:35:29]: Not a CEO, exactly. I was “Are you crazy? Do you Have you met Dario?” Dario's a scientist. He's gone from zero to, what will soon be a trillion-dollar company in four years. Being a CEO, nominally speaking, is not that hard. Being a good CEO is hard. Being a great CEO actually requires a level of performance that scientists who have already published at the top of their field have accomplished. It is super hard to be a competitive scientist. To publish in academia over the last 20, 30 years, to make it to the top of your discipline at a place like Berkeley, you are a star athlete. Like, you are an athlete of the mind, and you perform at the highest levels. And to get there, whether you're, Anastasios or Whalen at Berkeley, or you are Robin, who-Swyx [00:36:23]: BFL, yeahAnjney [00:36:24]: With Black Forest, who created Stable Diffusion, or if you're, like Guillaume at Meta, who created Llama before he started Mistral. The amount of human leadership you have to demonstrate to get the resources, like get the trust of the organization, publish it, put it up. I would just fund researchers all day Right? If who have contributed already to the field. If they've, if they've put SOTA out there, they're, they're star athletes already. If they haven't done SOTA Look, they can still be good CEOs, but then I find the failure mode is that they just don't want to be CEOs, they primarily want to publish, and that's okay, too. One of the things we do with the AMP Grid is we donate excess compute. We have two nonprofits, like university labs. We carved out like a couple thousand H100s. But I do think there's extraordinary research being done on university campuses. My father-in-law's a physicist. He's a professor. Extraordinary work in physics, and we need that. But if you want to be a CEO, what you need to be willing To do is be super confrontational, outside of science. Like within the scientific community, some of the best researchers are very confrontational about their convictions, right? This architecture is right. To be a great CEO, you basically have to be willing to be confrontational up and down the stack.Swyx [00:37:41]: To your own team.Anjney [00:37:42]: To your own team-Swyx [00:37:43]: To customersAnjney [00:37:43]: Hiring, recruiting customers. Well, I would say, Yeah, pretty much to everyone Everybody. Of course-Swyx [00:37:50]: I see, I feel a little bit of that in my own work, but yeah, I can't imagine the stakes that Dario has had to go through. It's, it's pretty insane.Anjney [00:37:56]: No, I don't think the stakes are that different From how you're feeling it, right? Stakes are personal scaling vectors, right? The stakes that seem so low to you, like having this podcast where you can talk to somebody and just have a you're an extraordinary communicator, right? Like already in this conversation, you've pulled more out of me than most people, and I've been on 12 podcasts in the last two weeks.AI Coachella and First-Principles ThinkingSwyx [00:38:17]: I think I, we've just seen each other enough that there's some base trust.Anjney [00:38:20]: There's base trust.Swyx [00:38:20]: And I think, and I know that you, that I've done my homework and like I know that trust is a big deal for you, so.Anjney [00:38:27]: I think trust is about consistency, and you and I have seen each other In the community for years, right? Like, I remember the first time we met was at NeurIPS in New Orleans. I don't know if you remember that, luncheon.Swyx [00:38:38]: Oh my God.Anjney [00:38:39]: Reiko had set up this Reiko's amazing, and he set up this luncheon and-Swyx [00:38:43]: Yeah, I was “Who's this Discord guy?” I'm “Okay.” But-Anjney [00:38:45]: No, you weren't-Swyx [00:38:46]: You were just “You made some investments.”Anjney [00:38:47]: You were much less polite. You were “Who's this VC?” You're like-Swyx [00:38:51]: No, I Was I? Oh my God.Anjney [00:38:53]: It was-Swyx [00:38:53]: I'm so sorryAnjney [00:38:53]: It was visible on your face.Swyx [00:38:54]: I'm so sorry. But you weren't, you weren't The introduction was bad. I was I didn't know who you were.Anjney [00:39:00]: The, see, this is the thing about context, right? Like, but then I think I heard your accent. And I was “Are you-”Swyx [00:39:06]: Singapore, yeahAnjney [00:39:06]: “Are you Singaporean?” And you're “Yeah.” And I said, “I went to high school, JC, in Singapore.” And then the ice broke. But This is the there are in the scientific community, sometimes the stakes are very high for people who haven't had the emotional, what is called EQ Coaching and mentorship, right? Which is like to have scientific impact, you often need to be a extraordinary emotional, like emotionally in tune person with the folks you're trying to influence. And so what comes so naturally to you is actually a super high stakes thing to other people. And so I wouldn't assume that Dario's more stressed out than you. These things are you'd be surprised how similar and small sometimes the problems are to you That some of the world's biggest, leaders are facing. And that's what I've learned from this class. The guest speakers are Sam, Satya, Jensen.Swyx [00:40:01]: AI Coachella.Anjney [00:40:02]: Yeah. It's AI Coachella, right? So we got to get all the headliners, and they're I'm very lucky that some of these people have either mentored me over the years or I've done business with them. And when you, take the performative stuff out and any assumptions you may have about these people that you read in the press or on Twitter, We're all just humans. We're all trying to get along. And what's so special about this moment is AI is forcing, like scaling, the bitter lesson is forcing a lot of people to revise their assumptions for how the world works and go back to first principles or go and educate themselves. So the kind of people I was, I won't name who this person is, but I was at an event last week in Texas and, ran to somebody who said, “Anjney, I came across the class. What do you think about real time action prediction models?” And I was, don't know how happy it made me feel when they asked me that question. I know they've done the work. They've challenged themselves. I'm, they didn't ask me, “What do you think of world models?” They said, “What do you think of n-”Swyx [00:41:04]: Real time action predictionAnjney [00:41:05]: “action, real time action prediction models?” World models, don't get me wrong, are cool and everything, but you and I both know that is a layer of abstraction that is sometimes not usefully precise enough. Right? Ours-Swyx [00:41:16]: There's like four different kinds of world models.Anjney [00:41:17]: Yes, exactly.Swyx [00:41:18]: We've done the part with general intuition, by the way, which is very focused on, -Anjney [00:41:22]: Oh, cool. Yes. I love Pim. Pim is great. And this is what I love about people who've done that level of work. They realize they're not in competition with people who the rest of the world thinks they're in competition with.Swyx [00:41:34]: Because they're not in the category, they're in the specific thing they're trying to do.Anjney [00:41:37]: They're focused on their mission, and they have a systems understanding of the bottleneck they're trying to solve. And when somebody else says, “I'm working on real time, action prediction models too,” Pim goes, “Oh, I love that person. I want, I can learn from them.” But the minute they're “Oh, that person's a world model person,” it's “like which type of world model person?” But mostly they're just trying to figure out if it's a waste of their time, because we don't have enough time. So, Pim, for example, is super, loves this other company I work with we've talked about called Black Forest Labs. And he's mentioned to me multiple times that he's so, He thinks what Flux is doing is really cool. Andy Blattman came by and spoke in the class. And what I find over and over again is for people who do the work, who can be usefully precise enough about like what is actually going on in the world of frontier research, The sense of camaraderie is still well and alive, but it gets lost sometimes when you have to like abstract The technical complexities in, business terms And then the VCs are “How are you different from that world model?” I'm going to say Where do I even start to explain this stuff? And then the misalignment creeps in.Leading vs. Winning in Frontier AISwyx [00:42:43]: This is good. Yeah, I think, people listening get a sense of, what it is like to operate at a real level, like yourself, rather than at, the journalist level, where you have to sort of put everyone in, a rough category and create a narrative of competition, and who's winning today, who's behind.Anjney [00:42:58]: It-- this idea of winning is so Weird to me.Swyx [00:43:03]: You do want to win. You want you want competitiveness.Anjney [00:43:06]: No, I think you want to lead.Swyx [00:43:07]: You want SOTA.Anjney [00:43:07]: No, I think you want to lead. Yes, so you want to push the frontier. You want to push the SOTA. You want to do something that hasn't been done before. You want to capture value, but you don't want to capture so much value that, people think you're unaligned with your mission or trying to do what's best for the world. You want to capture enough value that you can keep innovating, right? And I think that people want to lead, they don't really This idea of winning and losing, again, I love Jensen. He's a, he's a leader. The mindset that he talked about on Dwarkesh's podcast, right? He's “I didn't wake up with a loser mindset.” I think that was awesome, right? Because he's, he's an engineer. Dwarkesh has done the work. So there's at least-- even though the, to me, it was very obvious they're talking about the same thing, they just passed each other. They just had to basically, Jensen has this, five-layer cake abstraction of how the industry works. And Dwarkesh had, I think from that podcast, had more of, a pre-training, mid-training, post-training systems loop concept.Swyx [00:44:04]: It's just a factor of who he talks to, right? Again, it's very clear.Anjney [00:44:06]: It's the systems It's the abstraction, the mental models, the It's the whole-- Dude, so much of the problem in the world is reasoning by analogy. And then the assumptions that are held invisibly.Swyx [00:44:19]: Yeah, I've, I've said, this is actually the best time in human history for first principles thinkers. Because everything you think will happen is actually now coming true.Anjney [00:44:28]: Correct. And the venture capital community is, notorious for this, where people look-- In times of uncertainty, they, cling to axioms that ended up being true from the previous era, and they kind of like proclaim them with confidence as if they're truths, but they're not. And it's very important to see the distinction between a heuristic and an axiom. An axiom can be proven-Swyx [00:44:55]: Like from internal consistency point of viewAnjney [00:44:56]: With internal consistency. A heuristic is a way you kind of a shortcut. And my God, the number of people I have had to put up with over the last few years who proclaim-- use heuristics As axioms to judge people, to judge which companies are going to succeed or the number of people who are “Oh, yeah, Anthropic, they're just training models right now,” but this one continue.Swyx [00:45:22]: Because that's a B2B SaaS?Anjney [00:45:23]: Yeah, the, like Which over the fullness of time, if you squint at it, maybe. But the way you arrive there is so important that you can-- you just, you can dismiss people. Here's what happened, right? What happened is Anthropic basically achieved takeoff in October of last year. That training run-Swyx [00:45:41]: Whatever, three seven?Anjney [00:45:42]: I forget the numbers now, but whatever that checkpoint was-Swyx [00:45:45]: We saw the cognition.Anjney [00:45:46]: Yeah. Right? You probably-- The, to those of us in the community, especially once post-training was done and it was released in December-Swyx [00:45:52]: Yeah. Can I sneak a sneaky question in there? I don't know if you have a perspective, maybe you don't, I just The number one question is how did Anthropic crack coding, right? Because Claude One, Claude Two, okay, like it was part of it, but it wasn't a big deal. And the leading hypothesis, it's a lucky dice roll that was then compounded, right? Like it was like Mildly better, but then they saw it and they were “Okay, let's really invest.”How Anthropic Cracked CodingAnjney [00:46:17]: I had this very annoying teacher. I went to this boarding school called Rishi Valley in India, which is like this, bird preserve. It's like three hundred and fifty acres of bird preserve in rural India, and there was no technology for seven years. There was this teacher, I won't name them, but they would have this-- I hated it every time he said this to me. He was “Luck fa-favors the prepared mind,” which is like a common saying, but the way he delivered it, always grated me, ‘cause he was always I was always one of those kids who got, a good grade without trying very hard. ‘Cause like high middle school is not that hard if you, if you're generally, paying attention and so on. And there was this one time where I-- But then I would get an eighty percent grade, and he would keep pushing me to say “The reason you didn't get the ninety-five plus percent is because you're not that lucky.” And I would say, “What do you mean?” ‘Cause I would think that I deserved that grade, and I would sometimes argue with him. And he'd say, “You didn't have a prepared mind. If you want to get lucky again “ There was basically one time where I got like ninety-five or ninety-six on this, on this subject, and I, now that I felt entitled. I was “Okay, I'm going to keep doing this,” and I didn't. And then he was “Luck favors a prepared mind. You got lucky last time, but you got to stay prepared.” And I didn't understand what he meant. Now, as I'm older, I'm okay, these adults actually knew a thing or two. Anthropic has been the most prepared company for four years. And so then when the right, context data comes in, the right developers start sending in, the right context diffs, Sure, you could say you got lucky, but if you ask me, they're pr-pretty damn prepared with paranoia for like four years. And you have to remember, it was so hard for them to get going early on that they had to do so much more with so much less that you just have to be prepared to be so efficient.Swyx [00:48:06]: Yes. There's numbers on their burn compared to OpenAI. I've, I've written about it, but they are so much more efficient in their, in their tech stack.Anjney [00:48:14]: It's not even It's not funny.Swyx [00:48:14]: Not even close.Anjney [00:48:15]: Yeah. But it's so clear, right? Like how to output max for the world. They have been prepared, and you could call that luck, but Luck favors the prepared mind.Culture, Hardship, and Anthropic's P0Swyx [00:48:25]: This is one of those things that I was going over some of your old lectures and, you were data, people think it's a moat and actually it's culture and actually it's team Actually. And I, it's-- there's different levels of moats, and this is the ultimate one that determines everything else. Which you can then compoundAnjney [00:48:43]: You're saying culture is the ultimate moat? Yeah. But the thing about culture is it's very fragile. So moats, I don't think they're-- there's very few moats I found that are actually moats. They're-- It's, it's a nice concept, but in reality, you have to replenish your culture. Ben Horowitz was, the speaker in CS153 on Tuesday, and I asked him this question about the culture bottleneck in teams because, there are several AI teams-Swyx [00:49:09]: His book, Hard Things About Hard ThingsAnjney [00:49:11]: Hard Thing About Hard Things. But more concretely, there are so many AI labs today that have all the cash they need, they have all the compute they need, and they're still not able to ship anything SOTA. And then you start seeing people leave and so on, and my diagnosis, it's, is it's the culture. And so I asked him, Ben, they're-- He's been one of the most aggressive investors in AI labs. He goes back to this thing which resonates in my mind a lot. It-- When I used to work at a16z, I would, book a conference room, and right outside the conference room, which is closest to the toilet ‘cause it was the fastest way for me to go use the bathroom between Zoom meetings-Swyx [00:49:45]: Oh my God, I'll put maxing my toilet optimization. Okay, never mind.Anjney [00:49:48]: It was not healthy in hindsight, but maybe this is TMI. But anyway, outside that conference on the wall was this quote that was printed that said, “Culture is not a set of beliefs, it's a set of actions.” And it's by Bushido, is this, Japanese philosopher. And if you stop taking the actions that demonstrate the mission alignment to what you've said to your team and to your-- the world matters to you, then your culture starts to fray. So it's not actually a moat, I would say. It's a very brittle, fragile thing that requires daily tending to like a garden. But if you figure out the system to keep that garden tended, which I think ultimately comes down to knowing yourself ‘cause you most naturally, if you're authentic and so on, you'll naturally make trade-offs that seem effortless to you, but that reinforce your culture. And then That becomes this very hard thing for other people to catch up to. And at Anthropic, from day one, there was this mission like-- missionary like zeal and belief that, hey, these capabilities will scale. These systems are stochastic, not deterministic. There will be error bars, and until we crack interpretability, there's risk. And at some point, people will go-- stop using Claude just for coding. They'll use it in some mission-critical context where there's-- it'll throw off a bug, and then people are going to come blame them, and they want to be on the right side of history where they said, “Yes, this is a powerful technology. We think it's going to change the world, And we want to be very measured and scientific about the fact that, ‘Hey, guys, these are stats models, statistical models.' That's how statistics works.” ultimately, when you're training neural nets, it is just a statistical system. And I think that Belief that safety is important and that it might seem toy-like in the early days, and sometimes, you could say, “Anjney, they totally over-exaggerated the risk,” like two years ago when they said, “Let's not launch Claude One,” or whatever. Well, okay, maybe in hindsight, but hindsight is twenty/twenty. And at the time, they didn't know how that model would be used, and to them it felt existential if somebody came and said, “You weren't responsible. It-- This wrote a bug.” The liability associated with that is massive. So how do you prevent against that? Well, day in, day out, you say safety. And when you start deviating from that, you have the team hold you accountable, you have the world hold you accountable, and I think that becomes a moat over time. At some point, that moat will get challenged and so on, and then it become fragile. I hope it endures because that's the beauty of having founders run the show, ‘cause they can make really hard trade-offs to do mission alignment. The hardest part is in the earliest days when you don't have a group of people who are going through difficulty, stress, crisis together, then your culture doesn't get defined sharply enough, and that's what I'm worried about right now, is there's so much money going to these labs. There's no hardship. There's no-Swyx [00:52:50]: To anyone who knowsAnjney [00:52:51]: There's no to anyone who knows. And that, in hindsight, was a feature, not a bug for Anthropic. The number of people who said no, the number of people who said, “Sorry, we're all doing investors in OpenAI,” that is competitive difference. It forces you to really understand, what is the hill you want to die on at the expense of everything else. What's the P zero? And there, P zero from day one was coding. The reason, the mechanism system there was if we crack coding, Then we will crack AGI. Our mission is AGI. We want to get there safely. If we focus on codin

This episode dives deep into the impact the MAHA movement has been having on the midterm elections. Zach Lahn was the first statewide candidate endorsed by MAHA Action, the movement's largest political action committee. Donald Trump supported the other candidate, Rob Sand. Lahn won. That doesn't mean Trump's influence is on the wane. But it does mean MAHA issues are moving votes. Also in this episode: Did we get DOGE'd on New World screwworm fly?

A federal whistleblower exposed DOGE's unauthorized data grab — and within hours of Elon Musk publicly targeting him, someone cut his brake lines. California's primary ballots are still being counted, and Donald Trump is already on Truth Social at 1 a.m. screaming fraud before a single race is called. An LAPD internal report just used a word you never want to see attached to police officers: gang. Hunter College Professor and Author Dr. Calvin John Smiley joins us to break it all down.

Monday, June 9th, 2025 Trump and Kegseth mobilize the National Guard against peaceful protesters in Los Angeles County; Abrego Garcia is back on US soil after being hit with trumped up criminal charges over a 2022 traffic stop in Tennessee; San Antonio police walk back their statements about the murder of Jonathan Joss not being a hate crime; the Trump regime scrambles to rehire wrongfully terminated federal employees; the Supreme Court has rejected a Republican bid to throw out provisional ballots in Pennsylvania; the high court has also left in place a ban on high capacity firearms in DC; a West Virginia prosecutor is warning that women who experience miscarriages could be criminally charged; the Boulder Colorado suspect who is already facing nearly 120 criminal charges appeared in court for a federal hate crime charge; Tesla is seeking to block the city of Austin from releasing records on the robotaxi trial; the Supreme Court has allowed DOGE access to our Social Security data and has allowed DOGE to keep records private; 13 House Republicans urge their colleagues in the Senate to block some climate cuts in the Billionaire Bailout Bill that they voted for; and Allison and Dana deliver your Good News. MSW Media, Blue Wave California Victory Fund | ActBlue Check out Dana's social media campaign highlighting LGBTQ+ heroes every day during Pride Month -  Dana Goldberg (@dgcomedy.bsky.social) Guest:  @JenaFriedman - Twitter @jenafriedman - Instagram @jenafriedman - TikTok Not Funny | Book by Jena Friedman | Official Publisher Page | Simon & Schuster On tour TOUR - JENA FRIEDMAN Special Event: Jena Friedman - Philadelphia - July 31 Motherf*cker by Jena Friedman - Union Hall Brooklyn - Aug 5, 6 Stories Trump administration races to fix a big mistake: DOGE fired too many people | The Washington Post Tesla seeks to block city of Austin from releasing records on robotaxi trial | Reuters The National Guard in Los Angeles | Lawfare National Guard troops arrive in Los Angeles as immigration enforcement tensions escalate | CBS News Colorado attack suspect, already facing nearly 120 state charges, appears in court on federal hate crime charge | CNN 13 House Republicans urge Senate to scale back clean energy cuts in bill they voted for | NBC News Good Trouble Video: West Virginia prosecutor warns women about possibly facing charges over miscarriages | CNN Reminder - you can see the pod pics if you become a Patron. The good news pics are at the bottom of the show notes of each Patreon episode! That's just one of the perks of subscribing! patreon.com/muellershewrote Listener Survey:http://survey.podtrac.com/start-survey.aspx?pubid=BffJOlI7qQcF&ver=shortFollow the Podcast on Apple:https://apple.co/3XNx7ckWant to support the show and get it ad-free and early?https://patreon.com/thedailybeanshttps://dailybeans.supercast.com/https://apple.co/3UKzKt0 Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

June 11, 2026; 8pm: Tonight, dusting off Trump's covid playbook for his messaging war with Iran. Then, Congressman Jamie Raskin on the new Epstein cover-up bombshells. And how we got from Elon's DOGE chainsaw to the screwworm emergency unfolding in Texas.  Want more of Chris? Download and follow his podcast, “Why Is This Happening? The Chris Hayes podcast” wherever you get your podcasts.To listen to this show and other MS podcasts without ads, sign up for MS NOW Premium on Apple Podcasts. Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

Independent investigative journalism, broadcasting, trouble-making and muckraking with Brad Friedman of BradBlog.com

Chuck Borges joins The Great Battlefield podcast to talk about his career in the military, data science, calling out the DOGE data breach at the Social Security Administration and running for State Senate in Maryland.

Welcome back to another episode of Just Ask the Press!  Brian is joined by national security expert Mark S. Zaid and journalism professor Nolan Higdon to dissect a chaotic week in American politics, global conflicts, and government restructuring.  We kick things off with Donald Trump's explosive, rainy interview on Meet the Press with Kristen Welker, followed by his historic—and heavily booed—appearance at the NBA Finals in Manhattan. Plus, a massive institutional cover-up regarding Havana Syndrome is reaching a breaking point as Tulsi Gabbard prepares to exit the ODNI.  We also break down the legal fallout of John Bolton's impending felony plea deal and explain how recent DOGE budget cuts just brought a dangerous, cattle-killing parasite back to the American workforce—and what it means for your grocery bill. Follow us on Twitter: https://twitter.com/JATQPodcast Follow us on BlueSky: https://bsky.app/profile/jatqpodcast.bsky.social Instagram: https://www.instagram.com/jatqpodcast YouTube: https://www.youtube.com/channel/UCET7k2_Y9P9Fz0MZRARGqVw This show is available ad-free and early for Patreon supporters here: https://www.patreon.com/justaskthequestionpodcast Purchase Brian's book "Free The Press".   Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

It's News Day Tuesday on The Majority Report. On today's program: David Dayen, executive editor of The American Prospect and co-host of the Organized Money podcast, joins us in the studio for the free half. MS NOW reporter Jacob Soboroff takes a tour of the L.A. County Ballot Processing Center in the City of Industry to try and dispel the conspiracy theories of voter fraud pushed by Trump, Spencer Pratt and others. On CNN, Harry Enten explains why it makes no sense for Democrats to rig the election for Nithya Raman. Karen Bass' polling numbers show her leading Pratt by 18 points and losing to Raman by four points. Speaker of the House Mike Johnson says he cannot provide evidence of election tampering in California, but he knows it "stinks to high heaven". As the screwworm infestation spreads among American livestock, it has become clear that this is the result of DOGE and cuts made by the Trump administration. This assessment is backed by the Texas Republican Agriculture Commissioner Sid Miller and former first-term Trump staffer and rancher Catharine O'Neill Gillihan. Gilihan's ranch Meriwether Farms posts on X advice for managing screwworm while outright blaming Trump for not moving fast enough in the last 15 months to address this crisis. Josh Orton, President of Demand Justice and former senior adviser to Bernie Sanders, joins the show to discuss his work for court reformation. All that and more. To connect and organize with your local ICE rapid response team visit ICERRT.com The Congress switchboard number is (202) 224-3121. You can use this number to connect with either the U.S. Senate or the House of Representatives. Follow us on TikTok here: https://www.tiktok.com/@majorityreportfm Check us out on Twitch here: https://www.twitch.tv/themajorityreport Find our Rumble stream here: https://rumble.com/user/majorityreport Check out our alt YouTube channel here: https://www.youtube.com/majorityreportlive Gift a Majority Report subscription here: https://fans.fm/majority/gift Subscribe to the AM Quickie newsletter here: https://am-quickie.ghost.io/ Join the Majority Report Discord! https://majoritydiscord.com/ Get all your MR merch at our store: https://shop.majorityreportradio.com/ Get the free Majority Report App!: https://majority.fm/app Go to https://JustCoffee.coop and use coupon code majority to get 10% off your purchase Check out today's sponsors: COZY EARTH: Go to cozyearth.com/MAJORITYREPORT for an exclusive 20% off. LEESA: Go to Leesa.com for the Early Access July 4th Sale 25% off PLUS get an extra $50 off with promo code MAJORITY SUNSET LAKE CBD: Use coupon code "Left Is Best" (all one word) for 20% off of your entire order at SunsetLakeCBD.com Follow the Majority Report crew on Twitter: @SamSeder @EmmaVigeland @MattLech On Instagram: @MrBryanVokey Check out Matt's show, Left Reckoning, on YouTube, and subscribe on Patreon! https://www.patreon.com/leftreckoning Check out Matt Binder's YouTube channel: https://www.youtube.com/mattbinder Subscribe to Brandon's show The Discourse on Patreon! https://www.patreon.com/ExpandTheDiscourse Check out Ava Raiza's music here! https://avaraiza.bandcamp.

Steve Hayes is joined by Jonah Goldberg, Kevin Williamson, and Mike Warren to discuss Donald Trump's interview with Kristen Welker and the latest developments in the Iran war. The Agenda: —Trump's Meet the Press interview —Election integrity claims —California vote counting —Trump and Netanyahu —Negotiating with Iran —Reporting on the president —NWYT: Tip creep Show notes: —Kevin on Trump's character—Steve on DOGE and deregulation The Dispatch Podcast is a production of ⁠The Dispatch⁠, a digital media company covering politics, policy, and culture from a nonpartisan perspective. To access all of The Dispatch's offerings—including audio versions of all our articles and newsletters—⁠click here⁠. If you'd like to remove all ads from your podcast experience, consider becoming a premium Dispatch member ⁠by clicking here⁠. Learn more about your ad choices. Visit megaphone.fm/adchoices

Aaron Brown is a quantitative analyst, risk manager, and author of the new book Wrong Number: How to Extract Truth from a Blizzard of Quantitative Disinformation. https://amzn.to/4frmg3n He's also about to debate gun control at the Soho Forum in August — and his preparation for that debate is a pretty good preview of what's in the book. Topics include: why out of 28,000 gun control studies, the RAND Corporation found only 20 that weren't statistically crippled; the smoking analogy and what it tells us about legislation that runs ahead of evidence; why gun laws burden legitimate owners and not criminals; why we have a crime problem, not a gun problem; The Lancet paper that claimed US aid saved 92 million lives; how to spot three red flags that tell you a statistic is BS; and Wonder Bread's motto "Helps build strong bodies 12 ways" — which nobody ever actually wrote down. Get the book → Wrong Number: How to Extract Truth from a Blizzard of Quantitative Disinformation https://amzn.to/4frmg3n TIMESTAMPS: 0:00 — Intro — Aaron Brown and Wrong Number 0:34 — The Soho Forum gun control debate — and who he's up against 3:45 — The proposition: abolish all restrictions on adult firearm ownership 4:48 — Lou on navigating gun laws across state lines (NJ → PA → NY) 7:25 — The wide cultural divide: Scranton airport vs. any other airport with guns 9:04 — RAND Corporation: of 28,000 gun control studies, only 20 weren't crippled by errors 10:04 — The smoking analogy — legislation running ahead of the evidence 12:15 — Gun control laws only burden legitimate owners — not criminals 12:43 — The Glock switch ban and the AR-15 — targeting the popular, not the dangerous 15:18 — "Trump is a fascist" — and you want him to take the guns? 15:42 — Stop calling it a gun problem. It's a crime problem. 17:47 — We can identify the 1% of kids likely to commit 20–30% of violent crime 19:31 — Genetic markers for violence — and why that's controversial 20:48 — The Nordic prison model — does it work, and could it work here? 22:09 — Immigration data: why lumping everyone together gets you bad answers 25:20 — Lou's joke about open borders (for immigrants like his dad, not his cousins) 25:39 — Aaron's Jewish smuggler ancestors — blocked from junk dealing by licensing laws 27:04 — Did US aid really save 92 million lives? The Lancet paper that can't add up 29:13 — They saved 114% of the people — including 46M in China, which gets no aid 31:22 — Most published research findings are false — and we've known since 2005 32:42 — DOGE cuts and the "millions are dead" narrative 36:15 — Three red flags that tell you a statistic is BS 39:18 — Wonder Bread's "12 ways" — nobody ever wrote them down 40:18 — Outro — Wrong Number and the Soho Forum debate Watch full episodes on YouTube → https://www.youtube.com/watch?v=J4Vb53s4I0A&list=PLb5trMQQvT077-L1roE0iZyAgT4dD4EtJ Listen on Apple Podcasts → https://podcasts.apple.com/us/podcast/the-lou-perez-podcast/id1535032081 Listen on Spotify → https://open.spotify.com/show/2KAtC7eFS3NHWMZp2UgMVU  Lou's book — That Joke Isn't Funny Anymore: https://amzn.to/3VhFa1r  TheLouPerez.com |  info@thelouperez.com  Newsletter: https://substack.com/@louperez #Statistics #Misinformation #GunControl #USAID #AaronBrown #WrongNumber #SohoForum #LouPerezPodcast #LionsOfLiberty #DataLiteracy Learn more about your ad choices. Visit megaphone.fm/adchoices

He's treated Ebola; he's had Ebola. Here's what he thinks of the growing crisis in the Democratic Republic of the Congo—and how America can and should respond.Guest: Dr Craig Spencer, emergency doctor, professor at Brown.Want more What Next? Subscribe to Slate Plus to access ad-free listening to the whole What Next family and across all your favorite Slate podcasts. Subscribe today on Apple Podcasts by clicking “Try Free” at the top of our show page. Sign up now at slate.com/whatnextplus to get access wherever you listen.Podcast production by Evan Campbell, Madeline Ducharme, Patrick Fort, Rob Gunther and Paige Osburn. Hosted on Acast. See acast.com/privacy for more information.

Monday, June 8th, 2026 Today, Immigrations and Customs Enforcement is going to stop reporting deaths of newly released detainees; massive protests break out in Albania over Jared and Ivanka's planned resort; the House bucks Trump and passes Ukraine aid and Russian sanctions, but they're rolling back food and health care to pregnant women and children; the Senate has blocked extending FISA section 702 over Bill Pulte being named acting DNI; the DOJ says Trump could tear down the Statue of Liberty if he wanted; a whistleblower claims DOGE planned to mark 2.7M as dead; the Pentagon has cut 180 religious identities from personnel records; the hair loss drug Donald has taken for years is now absent from his medical record; the governor of Hawaii has signed a powerful trans shield law; and Allison and Dana deliver your Good News. Thank You, Smalls For a limited time, get 60% off your first order, plus free shipping and free treats for life, when you head to Smalls.com/DAILYBEANS Thank You, HomeChef For a limited time, get  50% off and free shipping for your first box PLUS free dessert for life!  HomeChef.com/DAILYBEANS.  Must be an active subscriber to receive free dessert. Guest:    The Latest Breakdown:Trump's $1.8B Scheme Faces Imminent Collapse | The Breakdown StoriesICE to stop reporting deaths of newly released detainees, internal memo says | The Washington Post House Passes Ukraine Aid in Defiance of Republican Leaders | The New York Times House bill rolls back food aid for pregnant women, children | The Washington Post Senate blocks extending key surveillance program following backlash over Trump pick to lead intel | PBS News Protesters in Albania oppose plan for Trump family-linked resort | NPR Trump could also tear down the Statue of Liberty, DOJ argues in defense of White House ballroom | POLITICO Whistleblower claims DOGE planned to mark 2.7 million people dead | The Washington Post Pentagon Cuts 180 Religious Identities From Military Personnel Records | The New York Times Trump took a hair-loss drug for years. It's no longer on his medical records | The Washington Post Hawai'i Governor Signs Powerful Trans Shield Law Bill Just In Time For Pride | Erin In The Morning Good Trouble  Comments open Until June 15Triumphal Arch - Section 106 Assessment of Effect and Draft Programmatic Agreement →Regulation for Federal Financial Assistance -  Open For Comments →The Forest Service is accepting public comments until June 7th →Form WTAF-8647 →Recall Gov. Jeff Landry - Louisianadeservesbetter.com →STOP the deportation of Mohsen Mahdawi - Action Network →detentionwatchnetwork.org →FieldTeam6.org →Standwithminnesota.com →Tell Congress Ice out Now | Indivisible, Defund ICE | 5Calls →Congress: Divest From ICE and CBP | ACLU →ICE List  →iceout.org Good NewsWhy a Minneapolis neighborhood sharpens a giant pencil every year | MPR News The Bond Between →Share your Good News & Good Trouble - The Daily Beans →Beans Talk audio -beans-talk.simplecast.com →Email Dana LGBTQ Owned eating establishments in your area - hello@mswmedia.com Subject: “Dana's Project” Subscribe to the MSW YouTube Channel - MSW Media - YouTube Harry Dunn is running for CongressHarry Dunn for Maryland Our Donation Links Blue Wave California - bluewavecalifornia.org/concert Donate to Public Citizen - https://citizen.org/beans/ The Daily Beans is donating $10,000 and invites you to give what you can to support their life-affirming work - Donate to It Gets Better / The Daily Beans Fundraiser   Pathways to Citizenship link to MATCH Allison's Donationhttps://crm.bloomerang.co/HostedDonation?ApiKey=pub_86ff5236-dd26-11ec-b5ee-066e3d38bc77&WidgetId=6388736 Join Dana and The Daily Beans in support of Human Rights Campaign http://onecau.se/_ekes71 More Donation LinksNational Security Counselors - Donate, ActBlue.com/donate/msw-bwc, WhistleblowerAid.org/beans Dr. Allison Gill - The Breakdown | Allison Gill, Mueller, She Wrote @muellershewrote.com - Bluesky, MSW & The Daily Beans Podcast @muellershewrote - Instagram, MSW Media - YouTube →Federal workers - email AG at fedoath@pm.me and let me know what you're going to do, or just vent. I'm always here to listen.  Dana Goldberg - Dana is on Patreon! At Dana's Dugout, @dgcomedy - Bluesky, @dgcomedy - IG, Dana Goldberg - Facebook,  DanaGoldberg.com More from MSW Media - Shows - MSW Media, Cleanup On Aisle 45 pod, The Breakdown | Allison Gill Reminder - you can see the pod pics if you become a Patron. The good news pics are at the bottom of the show notes of each Patreon episode! That's just one of the perks of subscribing! patreon.com/muellershewrote Listener Survey:http://survey.podtrac.com/start-survey.aspx?pubid=BffJOlI7qQcF&ver=shortFollow the Podcast on Apple:https://apple.co/3XNx7ckWant to support the show and get it ad-free and early?https://patreon.com/thedailybeanshttps://dailybeans.supercast.com/https://apple.co/3UKzKt0 Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

He's treated Ebola; he's had Ebola. Here's what he thinks of the growing crisis in the Democratic Republic of the Congo—and how America can and should respond.Guest: Dr Craig Spencer, emergency doctor, professor at Brown.Want more What Next? Subscribe to Slate Plus to access ad-free listening to the whole What Next family and across all your favorite Slate podcasts. Subscribe today on Apple Podcasts by clicking “Try Free” at the top of our show page. Sign up now at slate.com/whatnextplus to get access wherever you listen.Podcast production by Evan Campbell, Madeline Ducharme, Patrick Fort, Rob Gunther and Paige Osburn. Hosted on Acast. See acast.com/privacy for more information.

Today's Headlines: Trump's Meet the Press interview derailed when Kristen Welker told him to his face that he lost in 2020, but not before he confirmed on the record that he wants January 6th defendants who assaulted police officers compensated, called them victims of "dirty cops," denied ever promising no new wars, and compared Iran favorably to Vietnam. Coincidentally, a Vietnam veteran filed a lawsuit over the UFC fight night at the White House, arguing it wasn't authorized by Congress and benefits Trump directly since he bought UFC parent company stock while promoting the event, with the Lincoln Memorial scheduled to host fighter weigh-ins, which is a sentence that exists. Trump will also be at the Knicks game inconveniencing everyone with TSA screening and canceled watch parties. On the war beat, Iran fired missiles at Israel for the first time since the April ceasefire, Israel bombed Beirut, oil spiked 3.6%, and Trump responded by calling Fox News to criticize Israel and telling Axios he was phoning Netanyahu because "each of them had their fun" — not the standard framework for analyzing a missile exchange. The May jobs report came in better than expected with 172,000 payrolls added, but markets dipped anyway, prompting Trump to post that "stocks should go up not down, that's the way it was for 200 years," which is not how markets work. And finally, a former Social Security Administration executive blew the whistle on a DOGE-backed plan to mark 2.7 million living people — citizens, permanent residents, teenagers, senior citizens — as dead in federal databases to make life impossible for immigrants and funnel them into Social Security offices where they could be arrested, which didn't go through, though last year officials did successfully file 6,000 people into the Death Master File, some of whom had to physically show up to prove they were alive. Resources/Articles mentioned: NBC News: Read the transcript: President Donald Trump interviewed by NBC News' ‘Meet the Press' moderator Kristen Welker NYT: Trump Defends Compensation Fund and Iran War in ‘Meet the Press' Interview NYT: Lawsuit Aims to Stop U.F.C. Fights at White House on Trump's Birthday AP News: No bags, no watch parties at Madison Square Garden with Trump attending Game 3 of the NBA Finals NYT: Live Updates: Iran Fires Missiles at Israel for First Time Since April Cease-Fire NYT: Israel Bombs Beirut Outskirts as Fighting With Hezbollah Escalates Axios: Trump tells Axios he will ask Netanyahu not to strike back at Iran Bloomberg: Oil Jumps As Israel retaliates Against Iran After Missile Attacks CNBC: Jobs report May 2026 Fortune: Trump stunned as stocks fall on great jobs report. Barclays explains why ‘we are entering the warning zone' WaPo: Whistleblower claims DOGE planned to mark 2.7 million people dead Subscribe to the Betches News Room and join the Morning Announcements group chat. Go to: betchesnews.substack.com Morning Announcements is produced by Sami Sage and edited by Grace Hernandez-Johnson Learn more about your ad choices. Visit megaphone.fm/adchoices

He's treated Ebola; he's had Ebola. Here's what he thinks of the growing crisis in the Democratic Republic of the Congo—and how America can and should respond.Guest: Dr Craig Spencer, emergency doctor, professor at Brown.Want more What Next? Subscribe to Slate Plus to access ad-free listening to the whole What Next family and across all your favorite Slate podcasts. Subscribe today on Apple Podcasts by clicking “Try Free” at the top of our show page. Sign up now at slate.com/whatnextplus to get access wherever you listen.Podcast production by Evan Campbell, Madeline Ducharme, Patrick Fort, Rob Gunther and Paige Osburn. Hosted on Acast. See acast.com/privacy for more information.

Dave Rubin of "The Rubin Report" talks to Sean Spicer about his new book Trump 2.0 and Trump's big plans if he wins the 2026 midterm elections; how Donald Trump's second term differs from his first through better staffing, long-term planning, and a broader coalition that includes figures like Robert F. Kennedy Jr. and Tulsi Gabbard; Trump's border security successes, NATO reforms, tariffs, MAHA health initiatives, and cultural influence; whether the indictments and FBI raid helped fuel Trump's political comeback; JD Vance's future, immigration enforcement, DOGE-style government reform, Iran, and why Spicer believes Democrats have moved too far left to reconnect with mainstream voters, and much more.

What's actually driving the Trump administration? Our good friend and emeritus scholar at the American Enterprise Institute, Norm Ornstein, joins Al to follow the blueprint laid out by Project 2025.The chief architect of Project 2025, Russell Vought, now runs the Office of Management and Budget, the perfect position to carry out The Project's agenda. Norm and Al cover the human cost of gutting USAID, DOGE's chaotic assault on the federal workforce, an immigration crackdown that's begun alienating the Hispanic voters who swung to Trump in 2024, and a cabinet culture so consumed with flattery that Ornstein calls it the "Lickspittle Olympics."Plus, Trump promised to keep us out of wars, but with the ongoing conflict with Iran, the Venezuela invasion, preparations around Cuba, and a growing rift with NATO, it seems like he might not have been fully honest with the American people.Norm discusses how this administration's corruption dwarfs every previous White House scandal combined. And what should Democrats actually do if they retake Congress? Is impeachment smart politics or a distraction? And what does a credible "Project 2029" look like?LISTEN to Norm's podcast "Words Matter" with fellow friend of the show David Rothkopf: https://podcasts.apple.com/us/podcast/dsrs-words-matter/id1420216970SUPPORT THE PODCAST BY VISITING OUR SPONSORS:Refresh your wardrobe with Quince! Get free shipping and 365-Day returns at https://www.quince.com/frankenSave money on your insurance bills with SelectQuote! Visit https://www.selectquote.com/franken

June 6, 2026Senate Republicans passed a measure providing additional funding to ICE and CBP, without any of the reforms Democrats had demanded, ICE and CBP will be funded through the end of Trump's term no matter the outcome of the midterm elections, There has been no public accounting of how the funds for ICE and CBP are being spent, Democratic amendments caused an 18 hour debate that forced Republicans to vote against measures that are popular, making their stands clear, A whistleblower says that DOGE planned to make immigrants self deport by declaring 2.7 million of them dead, The number of deaths of immigrants in detention is rising, Sen Andy Kim of New Jersey is keeping attention on what is happening at Delaney Hall detention center, but ICE is impeding oversight, Secretary of Defense Hegseth was in France for the anniversary of D-Day, where he perverted the commemoration in a speech which advanced the ideas on which fascism was based, We remember Winston Churchill, who promised that those who care about freedom and self determination would never stop fighting the Nazis.Watch today's recording here: https://www.youtube.com/live/g9TUa1Rwd6U?si=T8_KKcHQZElhpnZ-Get full, free access to Letters from an American here: https://heathercoxrichardson.substack.com/subscribeYou can also find me:Bluesky: https://bsky.app/profile/hcrichardson.bsky.socialInstagram: https://www.instagram.com/heathercoxrichardson/?hl=enFacebook: https://www.facebook.com/heathercoxrichardson/YouTube: https://www.youtube.com/@heathercoxrichardson Get full access to Letters from an American at heathercoxrichardson.substack.com/subscribe

From May 2, 2025: As the Trump administration seeks to escalate its immigration crackdown, the government has turned to a concerning source of information for data on immigrants: the Social Security Administration. Reports indicate that Elon Musk's DOGE initiative and the Department of Homeland Security successfully pushed Social Security officials to provide access to what's commonly known as the “Death Master File,” allowing the government to mark living immigrants as dead in the Social Security Administration's systems. The goal, according to press reports, is to make the lives of these individuals so difficult that they choose to leave the country. What exactly is the Death Master File, and why is this strategy so alarming? To understand, Lawfare Senior Editor Quinta Jurecic spoke to Kathleen Romig, Director of Social Security and Disability Policy at the Center on Budget and Policy Priorities, and Devin O'Connor, a senior fellow at the center. They explained the unsettling implications of tinkering with the Death Master File and situated these efforts within the broader scope of the Trump administration—and DOGE's—repeated attacks on Social Security.To receive ad-free podcasts, become a Lawfare Material Supporter at www.patreon.com/lawfare. You can also support Lawfare by making a one-time donation at https://givebutter.com/lawfare-institute.Support this show http://supporter.acast.com/lawfare. Hosted on Acast. See acast.com/privacy for more information.

Krystal, Ryan and Emily discuss Graham Platner facing accusations from ex girlfriends, California election results continue rolling in as Raman and Steyer make up ground, screwworm outbreak after DOGE cuts, and interview with Oliver Larkin on his race in Florida. Oliver Larkin: https://www.oliverforcongress.com/ To become a Breaking Points Premium Member and watch/listen to the show AD FREE, uncut and 1 hour early visit: www.breakingpoints.com Merch Store: https://shop.breakingpoints.com/ See omnystudio.com/listener for privacy information.

It's Casual Friday on The Majority Report On today's program: Rep. Ro Khanna (D-CA) speaks out against section 224 of the NDAA for 2027 which was suggested by Benjamin Netanyahu and aims to further integrate U.S. and Israeli militaries. Unfortunately, the section was passed and now Thomass Massie (R-KY) and Khanna will aim to strip the language out of the final NDAA. A screwworm infection has been detected in cattle in south Texas. Elon Musk and DOGE stripped out screwworm monitoring programs in 2025. That can't be good. Jeet Heer, national affairs correspondent at The Nation and host of The Time of Monsters podcast, joins the program to recap the week's news. Topics include the New York Times hit piece on Maine senate candidate Graham Platner, the War Powers resolution, and more. In the Fun Half: Rep. Rashida Tlaib spars with Zionist Rep. Brian Mast over Israel's ongoing Gaza-style destruction of Southern Lebanon. Mast demanding that Tlaib "prove" that the 11 children killed by Israel earlier this week weren't terrorists. Mehdi Hasan humiliates Patrick Bet-David on his own podcast. Hasan corners David over the reality that if David were to attempt to immigrate the U.S. from Iran today. Mark Cuban is hurt that the Democrats aren't begging him for advice on AI and such. To close out the week we savor one last Dave Rubin clip from his massive flop on Jubilee's Surrounded. All that and more. To connect and organize with your local ICE rapid response team visit ICERRT.com The Congress switchboard number is (202) 224-3121. You can use this number to connect with either the U.S. Senate or the House of Representatives. Follow us on TikTok here: https://www.tiktok.com/@majorityreportfm Check us out on Twitch here: https://www.twitch.tv/themajorityreport Find our Rumble stream here: https://rumble.com/user/majorityreport Check out our alt YouTube channel here: https://www.youtube.com/majorityreportlive Gift a Majority Report subscription here: https://fans.fm/majority/gift Subscribe to the AM Quickie newsletter here: https://am-quickie.ghost.io/ Join the Majority Report Discord! https://majoritydiscord.com/ Get all your MR merch at our store: https://shop.majorityreportradio.com/ Get the free Majority Report App!: https://majority.fm/app Go to https://JustCoffee.coop and use coupon code majority to get 10% off your purchase Check out today's sponsors: RITUAL: Get 25% off during your first month. Visit ritual.com/MAJORITY. FAST GROWING TREES: Get 20% off your first purchase.  FastGrowingTrees.com/majority SUNSET LAKE CBD: Use coupon code "Left Is Best" (all one word) for 20% off of your entire order at SunsetLakeCBD.com Follow the Majority Report crew on Twitter: @SamSeder @EmmaVigeland @MattLech On Instagram: @MrBryanVokey Check out Matt's show, Left Reckoning, on YouTube, and subscribe on Patreon! https://www.patreon.com/leftreckoning Check out Matt Binder's YouTube channel: https://www.youtube.com/mattbinder Subscribe to Brandon's show The Discourse on Patreon! https://www.patreon.com/ExpandTheDiscourse Check out Ava Raiza's music here! https://avaraiza.bandcamp.