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Silver and Gold – Still Going. Big week for earnings. Fed decision on Wednesday. Nat Gas price exploding higher. US Dollar drops hard over past few days. PLUS we are now on Spotify and Amazon Music/Podcasts! Click HERE for Show Notes and Links DHUnplugged is now streaming live - with listener chat. Click on link on the right sidebar. Love the Show? Then how about a Donation? Follow John C. Dvorak on Twitter Follow Andrew Horowitz on Twitter Warm-Up - What we learned from Davos - President Miyagi - tariffs on, tariffs off - January: stocks are trying to finish with gains - Small-caps flying - S&P  500: All-time highs going into earnings Markets - Silver and Gold - Still Going - Big week for earnings - Fed decision on Wednesday - Nat Gas price exploding - US Dollar drops hard over past few days Can't Keep Track Anymore -Trump has announced he is raising tariffs on South Korean imports to 25% after accusing Seoul of "not living up" to a trade deal reached last year. - In a post on social media, Trump said he would increase levies on South Korea from 15% across a range of products including automobiles, lumber, pharmaceuticals and "all other Reciprocal TARIFFS". - South Korea is planning on voting on the "agreement" with the US in February - KOSPI hits all-time high after being down 1% on the news - S. Korea President re-affirms their commitments Davos - 2026 - What we learned - Not much - Same bifurcated view of the world - Trump backed off the Greenland threats - Framework of a "deal" / "plan" - So, no tariffs - (Going to get a boy who cried wolf ....) Gold and Silver - Off to the races - Silver was up again in a big way Monday. Fell back down to earth (up 5% from up 15% earlier in the day - Hovering around $110 - that is impressive - parabolic move - GOLD! - Proving itself as a USD hedge and safety trade (Bitcoin in the dust) - Gold above $5,000 per ounce - - Plenty of reports that central banks are buying up| - USD weakness Economy - Still Strong - The US economy expanded in the third quarter by slightly more than initially reported, supported by stronger exports and a smaller drag from inventories. - Inflation-adjusted gross domestic product increased at a revised 4.4% annualized rate, the fastest in two years, according to Bureau of Economic Analysis data. - Consumer spending advanced at a 3.5% annualized pace last quarter, reflecting the fastest pace of outlays for services in three years, while spending on goods also accelerated from the previous quarter. Amazon - Trimming.... 30,000 jobs is plan - First half of that was in October and now trhery are laying off the remainder - CEO Jassey says that it is not financial of AI issues ---- Again - why so important to state that and make that a focal point? - Layoffs amount to 10% of the corporate workforce - Company still has 1.5 million employees Comeback? - Spirit Airlines is in talks with investment firm Castlelake for a potential takeover of the discount airline, CNBC has learned. - Remember, all started when Jetblue deal was blocked - Frontier tried - Spirit tried a few times to get head above water - nothing worked Booz Cancelled - Treasury Secretary Scott Bessent canceled department contracts with the consulting firm Booz Allen Hamilton, whose employee leaked President Donald Trump's tax records to The New York Times. - The department noted that between 2018 and 2020, Booz Allen employee Charles Edward Littlejohn “stole and leaked the confidential tax returns and return information of hundreds of thousands of taxpayers.” - Booz Allen Hamilton's stock price dropped by more than 10% on the heels of the Treasury Department's announcement. - Why does Booz have tax records in the first place? - Stock down 50% since end of 2024 Private Credit - BlackRock TCP Capital shares lower by 13% after it disclosed Friday night that net asset value declined approximately 19.0%; other private credit stocks falling in sympathy - The Company's net asset value per share as of December 31, 2025 to be between approximately $7.05 and $7.09, an anticipated decline of approximately 19.0% during the quarter ended December 31, 2025, compared to a net asset value per share of $8.71 as of September 30, 2025. - This decline is primarily driven by issuer-specific developments during the quarter. - The Company's net investment income per share to be between approximately $0.24 and $0.26 for the three months ended December 31, 2025. - Decliners: TCPC -13.40% OWL -3.07% ARES -3.30% KKR -2.08% BAM -0.41% CG -0.33% Zoom Communications - Valuation of Anthropic stake - The news is driving shares higher as analysts suggest ZM's $51 mln stake could now be worth between $2-$4 bln based on Anthropic's rumored $350 bln valuation, effectively acting as a "hidden gem" on its balance sheet. - From a fundamental perspective, the company's performance has also significantly improved, evidenced by its Q3 beat-and-raise report in late November where revenue rose 4.4% yr/yr to $1.23 bln. - This stronger financial performance is being driven by robust growth in the Enterprise segment, the rapid adoption of AI Companion features, and the scaling of adjacent growth businesses like Zoom Contact Center and Workvivo. - Consequently, the combination of high-margin operational rigor -- highlighted by a 41.2% non-GAAP operating margin -- and the massive unrealized gains from its AI investments has shifted investor sentiment firmly back toward growth. UNH and Health Stocks - DOWN 20% today - The administration's proposal (via the Centers for Medicare & Medicaid Services, or CMS) for Medicare Advantage reimbursement rates to rise by only 0.09% in 2027. This was far below Wall Street expectations of 4-6% (or higher), following a more generous ~5% increase for 2026. - The near-flat rate aims to improve payment accuracy, curb overbilling practices, and protect taxpayers, according to CMS statements, but it sparked widespread concerns about squeezed insurer margins, potential benefit cuts for seniors, reduced plan offerings, or market exits. - UnitedHealth has significant exposure to Medicare Advantage (roughly 30% of national enrollment), making it particularly vulnerable. The proposal, announced late Monday (January 26), led to a broader sell-off in health insurers: - - Humana (HUM) plunged over 20-21%. - - CVS Health (CVS) and Elevance Health (ELV) each dropped around 13-14%. Tech Earnings Microsoft (MSFT) Reports: Wednesday, January 28 (After Market Close) - Wall Street Expectations:  Earnings per share (EPS): about $3.86 and Revenue: about $80 billion - Growth: high teens year over year revenue growth - Investors are focused on Azure and broader cloud growth, particularly how much of that growth is coming from AI related demand. Microsoft has built a reputation for consistent execution, which also means expectations are high. The critical issues will be cloud growth sustainability, margin stability, and how aggressively management plans to keep spending on AI infrastructure. Meta Platforms (META) Reports: Wednesday, January 28 (After Market Close) - Wall Street Expectations:  EPS: about $8.15–$8.20 and Revenue: about $58–$59 billion - Growth: roughly 20–21% year over year revenue growth - Advertising remains the core driver, with AI driven ad targeting continuing to improve returns for advertisers. While topline growth expectations remain strong, investors are closely watching expense growth. The biggest question is whether rising AI and infrastructure spending can be managed without eroding margins or spooking investors, as Meta works through the next phase of its AI strategy. Tesla (TSLA) Reports: Wednesday, January 28 (After Market Close) - Wall Street Expectations:  EPS (non GAAP): about $0.40–$0.45 and Revenue: about $24.5–$25 billion - Trend: earnings expected to be sharply lower than a year ago - Tesla enters earnings with the weakest expectations among the major tech names this week. Vehicle deliveries declined year over year, and automotive margins remain under pressure. While the energy and services segments continue to grow, they are not yet large enough to offset slowing EV demand. - Investors will be far more focused on forward guidance than on the quarter itself—particularly updates on Full Self Driving, robotaxis, and the broader AI roadmap. Apple (AAPL) Reports: Thursday, January 29 (After Market Close) Wall Street Expectations -  EPS: about $2.65–$2.67 and Revenue: about $138 billion Growth: approximately 11–12% year over year revenue growth - This is Apple's most important quarter of the year. Expectations call for record revenue driven by the iPhone 17 cycle and continued Services growth. The focus will be on margins, China demand, and forward guidance—particularly how higher costs (memory prices and tariffs) may impact profitability. Apple typically beats expectations, but the stock reaction will hinge on what management says about growth beyond this quarter. Company Ticker Report Date Est. EPS Key Focus Area Microsoft MSFT Wed, Jan 28 (AMC) $3.92 Azure AI revenue growth & CapEx spending Meta Platforms META Wed, Jan 28 (AMC) $8.17 Ad monetization of AI & 2026 CapEx guidance Tesla TSLA Wed, Jan 28 (AMC) $0.45 Full Self-Driving (FSD) & Robotaxi updates Apple AAPL Thu, Jan 29 (AMC) Varies iPhone 17 demand & Apple Intelligence rollout ServiceNow NOW Wed, Jan 28 (AMC) $0.88 Enterprise AI software adoption rates IBM IBM Wed, Jan 28 (AMC) $4.28 Hybrid cloud and watsonx performance *AMC = After Market Close; EPS = Earnings Per Share (Consensus Estimates) Boeing - The company's airplane deliveries last year were the highest since 2018, helping drive revenue. Boeing brought in $23.9 billion in the last three months of 2025, a 57% increase over the same period in 2024 and topping analysts' expectations. Cash flow of $400 million was roughly double what Wall Street was expecting. - Boeing brought in $23.9 billion in the last three months of 2025, a 57% increase over the same period in 2024. The airplane manufacturer delivered 600 airplanes last year, up from 348 a year earlier. Another MoonShot - U.S. natural gas prices surged over 17% on Monday morning, climbing above $6 for the first time since late 2022. - It comes as Winter Storm Fern leaves hundreds of thousands without power and forces mass flight cancellations. - The National Weather Service has forecast wind chills as low as -50 degrees Fahrenheit (-45.56 degrees Celsius) across the eastern two-thirds of the U.S. this week. -Up 68% YTD - Nat gas is used in a whole lot of things - electrical grid 43% is fueled by Nat Gas Government - Not Again! - Seems like Dems are threatening a shutdown again - A partial U.S. government shutdown is set to begin on Friday, January 30, 2026. - The Senate is expected to vote on a funding package to avert this shutdown, with delays from a winter storm pushing initial votes to at least January 27, 2026 - The issue is being exacerbated with the ICE / Minnesota issues This is precious - Ex-finance minister Noda currently co-heads largest opposition party - He says that Japan unlikely to get international consent for intervention - Yen, bond selloff requires Japan to be in crisis mode, he says - Government must vow to restore fiscal discipline to end yen fall, Noda says - Japan must create environment allowing for steady BOJ rate hikes, he says - THIS shows us all that the whole thing with these guys/gals is all political. - NEVER EVER if he was in the role would he say anything like this.       Love the Show? Then how about a Donation? ANNOUNCING THE WINNER OF THE THE CLOSEST TO THE PIN CUP 2025 Winners will be getting great stuff like the new "OFFICIAL" DHUnplugged Shirt!     FED AND CRYPTO LIMERICKS   See this week's stock picks HERE Follow John C. Dvorak on Twitter Follow Andrew Horowitz on Twitter

What happens when artificial intelligence starts accelerating cyberattacks faster than most organizations can test, fix, and respond? In this fast-tracked episode of Tech Talks Daily, I sat down with Sonali Shah, CEO of Cobalt, to unpack what real-world penetration testing data is revealing about the current state of enterprise security. With more than two decades in cybersecurity and a background that spans finance, engineering, product, and strategy, Sonali brings a grounded, operator-level view of where security teams are keeping up and where they are quietly falling behind. Our conversation centers on what happens when AI moves from an experiment to an attack surface. Sonali explains how threat actors are already using the same AI-enabled tools as defenders to automate reconnaissance, identify vulnerabilities, and speed up exploitation. We discuss why this is no longer theoretical, referencing findings from companies like Anthropic, including examples where models such as Claude have demonstrated both power and unpredictability. The takeaway is sobering but balanced. AI can automate a large share of the work, but human expertise still plays a defining role, both for attackers and defenders. We also dig into Cobalt's latest State of Pentesting data, including why median remediation times for serious vulnerabilities have improved while overall closure rates remain stubbornly low. Sonali breaks down why large enterprises struggle more than smaller organizations, how legacy systems slow progress, and why generative AI applications currently show some of the highest risk with some of the lowest fix rates. As more companies rush to deploy AI agents into production, this gap becomes harder to ignore. One of the strongest themes in this episode is the shift from point-in-time testing to continuous, programmatic risk reduction. Sonali explains what effective continuous pentesting looks like in practice, why automation alone creates noise and friction, and how human-led testing helps teams move from assumptions to evidence. We also address a persistent confidence gap, where leaders believe their security posture is strong, even when testing shows otherwise. We close by tackling one of the biggest myths in cybersecurity. Security is never finished. It is a constant process of preparation, testing, learning, and improvement. The organizations that perform best accept this reality and build security into daily operations rather than treating it as a one-off task. So as AI continues to accelerate both innovation and attacks, how confident are you that your security program is keeping pace, and what would continuous testing change inside your organization? I would love to hear your thoughts. Useful Links Connect with Sonali Shah Learn more about Cobalt Check out the Cobalt Learning Center State of Pentesting Report Thanks to our sponsors, Alcor, for supporting the show.

Links: Claude's new constitution 'Wake up to the risks of AI, they are almost here,' Anthropic boss warns   Be sure to follow us on our social media accounts on: LinkedIn: https://www.linkedin.com/company/the-audit-podcast Instagram: https://www.instagram.com/theauditpodcast TikTok: https://www.tiktok.com/@theauditpodcast?lang=en   Also be sure to sign up for The Audit Podcast newsletter and to check the full video interview on The Audit Podcast YouTube channel.  * This podcast is brought to you by Greenskies Analytics. the services firm that helps auditors leapfrog up the analytics maturity model. Their approach for launching audit analytics programs with a series of proven quick-win analytics will guarantee the results worthy of the analytics hype.   Whether your audit team needs a data strategy, methodology, governance, literacy, or anything else related to audit and analytics, schedule time with Greenskies Analytics.  

Use code coolworldspodcast at https://incogni.com/coolworldspodcast to get an exclusive 60% off. In this week's episode, David is joined by Nick Bostrom, Professor of Philosophy at Oxford University and author of several books including "Deep Utopia", "Superintelligence" and "Anthropic Reasoning".   To support this podcast and our research lab, head to https://coolworldslab.com/support   Cool Worlds Podcast Theme by Hill [https://open.spotify.com/artist/1hdkvBtRdOW4SPsnxCXOjK]

Our 232st episode with a summary and discussion of last week's big AI news!Recorded on 01/23/2026Hosted by Andrey Kurenkov and Jeremie HarrisFeel free to email us your questions and feedback at contact@lastweekinai.com and/or hello@gladstone.aiRead out our text newsletter and comment on the podcast at https://lastweekin.ai/In this episode:OpenAI announces testing of ads in ChatGPT and introduces child age prediction to enhance safety features, amidst ongoing ethical debates and funding expansions in AI integration with educational tools and business models.China's AI landscape sees significant progress with AI firm Jpu training advanced models on domestic hardware, and strong competitive moves by data centers, highlighting the intense demand in AI manufacturing and infrastructure.Silicon Valley tensions rise as startup Thinking Machines experiences high-profile departures back to OpenAI, reflecting broader industry struggles and rapid shifts in organizational dynamics.AI legislation and safety measures advance with the US Senate's Defiance Act addressing explicit content, and Anthropic updating Claude's constitution to guide ethical AI interactions, while cultural pushbacks from artists signal ongoing debates in intellectual property and AI-generated content.Timestamps:(00:00:10) Intro / Banter(00:02:08) News Preview(00:02:26) Response to listener commentsTools & Apps(00:11:55) OpenAI to test ads in ChatGPT as it burns through billions - Ars Technica(00:18:05) OpenAI is launching age prediction for ChatGPT accounts(00:23:37) Google now offers free SAT practice exams, powered by Gemini | TechCrunch(00:24:57) Baidu's AI Assistant Reaches Milestone of 200 Million Monthly Active Users - WSJApplications & Business(00:26:53) The Drama at Thinking Machines, a New A.I. Start-Up, Is Riveting Silicon Valley - The New York Times(00:31:44) Zhipu AI breaks US chip reliance with first major model trained on Huawei stack | South China Morning Post(00:36:31) Elon Musk's xAI launches world's first Gigawatt AI supercluster to rival OpenAI and Anthropic(00:41:25) Sequoia to invest in Anthropic, breaking VC taboo on backing rivals: FT(00:45:18) Humans&, a 'human-centric' AI startup founded by Anthropic, xAI, Google alums, raised $480M seed round | TechCrunchProjects & Open Source(00:48:51) Black Forest Labs Releases FLUX.2 [klein]: Compact Flow Models for Interactive Visual Intelligence - MarkTechPost(00:50:35) [2601.10611] Molmo2: Open Weights and Data for Vision-Language Models with Video Understanding and Grounding(00:52:53) [2601.10547] HeartMuLa: A Family of Open Sourced Music Foundation Models(00:54:46) [2601.11044] AgencyBench: Benchmarking the Frontiers of Autonomous Agents in 1M-Token Real-World ContextsResearch & Advancements(00:57:05) STEM: Scaling Transformers with Embedding Modules(01:06:22) Reasoning Models Generate Societies of Thought(01:14:21) Why LLMs Aren't Scientists Yet: Lessons from Four Autonomous Research AttemptsPolicy & Safety(01:19:41) Senate passes bill letting victims sue over Grok AI explicit images(01:22:03) Building Production-Ready Probes For Gemini(01:27:32) Anthropic Publishes Claude AI's New Constitution | TIMESynthetic Media & Art(01:34:13) Artists Launch Stealing Isn't Innovation Campaign To Protest Big TechSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

This Week In Startups is made possible by:Quo - http://quo.com/TWiSTLemon IO - https://lemon.io/twistNorthwest Registered Agent - https://www.northwestregisteredagent.com/twistToday's show: Jason is back from Davos and Tokyo! We are jumping right back in with a group of Clawdbot power users: Alex Finn, Matt Von Horn, and Dan Penguine.Clawdbot is a hot open source AI project that lets users automate… everything! Dan helped his automate his aging parent's tea shop, Matt built news sourcing bots, and Alex runs his one-man SAAS startup with Clawdbot as an AI employee!But with all of that power comes the responsibility of making sure you are not giving your AI too many authorizations that could come under fire! Whether fisching emails, “injections”, or bad decision making from incorrect information online.Check out how these 3 experts, Jason and Alex are thinking about the bleeding edge of AI!Timestamps:(00:00) Introducing today's Clawdbot experts!(04:09) How Matt Von Horn makes “Skills” with Clawdbot(10:53) Quo (formerly OpenPhone) gives you a clean, modern way to handle every customer call, text, and thread all in one place. Try it free at http://quo.com/TWiST.(13:25) Dan Penguine's “Normy” use case: automating his parent's tea shop(19:50) Lemon.io - Get 15% off your first 4 weeks of developer time at https://lemon.io/twist(22:23) Alex Finn breaks down how Clawdbot lets him run a one man startup(24:28) Alex Finn on Clawdbot autonomously building apps within his business(28:33) Security concerns with Clawdbot, can your AI get hacked?(32:46) Northwest Registered Agent. Get more when you start your business with Northwest. In 10 clicks and 10 minutes, you can form your company and walk away with a real business identity —  Learn more at https://www.northwestregisteredagent.com/twist(35:07) Why is everyone buying Mac Minis?(37:39) How to think about LLM Token usage(46:02) Clawdbot will build CRMs, project management software, etc without being asked. Is this the end of SAAS?(46:58) Matt live uploads his new Clawdbot skill on aire!(48:22) Why was Clawdbot able to move so much quicker than Anthropic and OpenAI?(50:17) What is Clawdbot's business model as an open source AI?(53:27) Matt's recursive AI prompt loop and how AI prompts layer*Subscribe to the TWiST500 newsletter: https://ticker.thisweekinstartups.com/Check out the TWIST500: https://twist500.comSubscribe to This Week in Startups on Apple: https://rb.gy/v19fcp*Follow Lon:X: https://x.com/lons*Follow Alex:X: https://x.com/alexLinkedIn: https://www.linkedin.com/in/alexwilhelm/*Follow Jason:X: https://twitter.com/JasonLinkedIn: https://www.linkedin.com/in/jasoncalacanis/*Thank you to our partners:(10:53) Quo (formerly OpenPhone) gives you a clean, modern way to handle every customer call, text, and thread all in one place. Try it free at http://quo.com/TWiST(19:50) Lemon.io - Get 15% off your first 4 weeks of developer time at https://lemon.io/twist(32:46) Northwest Registered Agent. Get more when you start your business with Northwest. In 10 clicks and 10 minutes, you can form your company and walk away with a real business identity —  Learn more at www.northwestregisteredagent.com/twistCheck out all our partner offers: https://partners.launch.co/

Democracy might be a brief historical blip. That's the unsettling thesis of a recent paper, which argues AI that can do all the work a human can do inevitably leads to the “gradual disempowerment” of humanity.For most of history, ordinary people had almost no control over their governments. Liberal democracy emerged only recently, and probably not coincidentally around the Industrial Revolution.Today's guest, David Duvenaud, used to lead the 'alignment evals' team at Anthropic, is a professor of computer science at the University of Toronto, and recently co-authored 'Gradual disempowerment.'Links to learn more, video, and full transcript: https://80k.info/ddHe argues democracy wasn't the result of moral enlightenment — it was competitive pressure. Nations that educated their citizens and gave them political power built better armies and more productive economies. But what happens when AI can do all the producing — and all the fighting?“The reason that states have been treating us so well in the West, at least for the last 200 or 300 years, is because they've needed us,” David explains. “Life can only get so bad when you're needed. That's the key thing that's going to change.”In David's telling, once AI can do everything humans can do but cheaper, citizens become a national liability rather than an asset. With no way to make an economic contribution, their only lever becomes activism — demanding a larger share of redistribution from AI production. Faced with millions of unemployed citizens turned full-time activists, democratic governments trying to retain some “legacy” human rights may find they're at a disadvantage compared to governments that strategically restrict civil liberties.But democracy is just one front. The paper argues humans will lose control through economic obsolescence, political marginalisation, and the effects on culture that's increasingly shaped by machine-to-machine communication — even if every AI does exactly what it's told.This episode was recorded on August 21, 2025.Chapters:Cold open (00:00:00)Who's David Duvenaud? (00:00:50)Alignment isn't enough: we still lose control (00:01:30)Smart AI advice can still lead to terrible outcomes (00:14:14)How gradual disempowerment would occur (00:19:02)Economic disempowerment: Humans become "meddlesome parasites" (00:22:05)Humans become a "criminally decadent" waste of energy (00:29:29)Is humans losing control actually bad, ethically? (00:40:36)Political disempowerment: Governments stop needing people (00:57:26)Can human culture survive in an AI-dominated world? (01:10:23)Will the future be determined by competitive forces? (01:26:51)Can we find a single good post-AGI equilibria for humans? (01:34:29)Do we know anything useful to do about this? (01:44:43)How important is this problem compared to other AGI issues? (01:56:03)Improving global coordination may be our best bet (02:04:56)The 'Gradual Disempowerment Index' (02:07:26)The government will fight to write AI constitutions (02:10:33)“The intelligence curse” and Workshop Labs (02:16:58)Mapping out disempowerment in a world of aligned AGIs (02:22:48)What do David's CompSci colleagues think of all this? (02:29:19)Video and audio editing: Dominic Armstrong, Milo McGuire, Luke Monsour, and Simon MonsourMusic: CORBITCamera operator: Jake MorrisCoordination, transcriptions, and web: Katy Moore

Join Christina Warren and Brett Terpstra as they navigate the freezing Minnesotan cold without running water, delve into the intersection of tech and political turmoil, and explore the latest in AI agents and multi-agent workflows. Dive into a whirlwind of emotions, tech tips, and political ranting, all while contemplating the ethics of open source funding and AI coding. From brutal weather updates to philosophical debates on modern fascism, this episode pulls no punches. Sponsor Copilot Money can help you take control of your finances. Get a fresh start with your money for 2026 with 2 months free when you visit try.copilot.money/overtired. Show Links Crimethinc: Being “Peaceful” and “Law-Abiding” Will Not Stop Authoritarianism Gas Town Apex OpenCode Backdrop Cindori Sensei Moltbot Chapters 00:00 Introduction and Host Updates 00:21 Brett’s Water Crisis 02:27 Political Climate and Media Suppression 06:32 Police Violence and Public Response 18:31 Social Media and Surveillance 22:15 Sponsor Break: Copilot Money 26:20 Tech Talk: Gas Town and AI Agents 31:58 Crypto Controversies 37:09 Ethics in Journalism and Personal Dilemmas 39:45 The Future of Open Source and Cryptocurrency 45:03 Apex 1.0? 48:25 Challenges and Innovations in Markdown Processing 01:02:16 AI in Coding and Personal Assistants 01:06:36 GrAPPtitude 01:14:40 Conclusion and Upcoming Plans Join the Conversation Merch Come chat on Discord! Twitter/ovrtrd Instagram/ovrtrd Youtube Get the Newsletter Thanks! You’re downloading today’s show from CacheFly’s network BackBeat Media Podcast Network Check out more episodes at overtiredpod.com and subscribe on Apple Podcasts, Spotify, or your favorite podcast app. Find Brett as @ttscoff, Christina as @film_girl, Jeff as @jsguntzel, and follow Overtired at @ovrtrd on Twitter. Transcript AI Agents and Political Chaos Introduction and Host Updates Christina: [00:00:00] Welcome back. You’re listening to Overtired. I’m Christina Warren. Joined as always by Brett Terpstra. Jeff Severns. Guntzel could not be with us this week, um, but uh, but Brett and I are here. So Brett, how are you? How’s the cold? Brett: The cold. Brett’s Water Crisis Brett: So I’m going on day four without running water. Um, I drove to my parents last night to shower and we’re, we’re driving loads of dishes to friends’ house to wash them. We have big buckets of melted snow in our bathtub that we use to flush the Toyland. Um, and we have like big jugs with a spout on them for drinking water. So we’re surviving, but it is highly inconvenient. Um, and we don’t know yet if it’s a frozen pipe. Or if we have [00:01:00] a bad pump on our, well, uh, hopefully we’ll find that out today. But no guarantees because all the plumbers are very busy right now with negative 30 degree weather. They tend to get a lot of calls, lots of stuff happens. Um, so yeah, but I’m, I’m staying warm. I got a fireplace, I got my heat’s working Christina: I mean, that’s the important thing. Brett: and that went out, that went out twice, in, twice already. This winter, our heat has gone out, um, which I’m thankful. We, we finally, we added glycol to our, so our heat pumps water through, like, it’s not radiators, it’s like baseboard heat, but it, it uses water and. Um, and though we were getting like frozen spots, not burst pipes, just enough that the water wouldn’t go through fast enough to heat anything. So we added glycol to that [00:02:00] system to bring the freeze point down to like zero degrees. So it’s not perfect, but we also hardwired the pump so that it always circulates water, um, even when the heat’s not running. So hopefully it’ll never freeze again. That’s the goal. Um, and if we replace the well pump, that should be good for another 20 years. So hopefully after this things will be smoother. Political Climate and Media Suppression Brett: Um, yeah, but that, that’s all in addition to, you know, my state being occupied by federal agents and even in my small town, we’ve got people being like, abducted. Things are escalating quickly at this point, and a lot of it doesn’t get talked about on mainstream media. Um, but yeah, things, I don’t know, man. I think we’re making progress because, um, apparently Binos [00:03:00] getting retired Christina: I was going to say, I, I, I, I heard, I heard that, and I don’t know if that’s good or if that’s bad. Um, I can’t, I can’t tell. Brett: it’s, it’s like, it’s like if Trump died, we wouldn’t know if that was good or bad because JD Vance as president, like maybe things get way worse. Who knows? Uh, none of these, none of these actual figureheads are the solution. Removing them isn’t the solution to removing the kinda maga philosophy behind it. But yeah, and that’s also Jeff is, you know, highly involved and I, I won’t, I won’t talk about that for him. I hope we can get him monsoon to talk about that. Christina: No, me, me, me too. Because I’ve, I’ve been thinking about, about him and about you and about your whole area, your communities, you know, from several thousand miles away. Like all, all we, all we see is either what people post online, which of course now is being suppressed. [00:04:00] Uh, thanks a lot. You know, like, like the, oh, TikTok was gonna be so terrible. Chi the, the Chinese are gonna take over our, uh, our algorithms. Right? No, Larry Ellison is, is actually going to completely, you know, fuck up the algorithms, um, and, and suppress anything. I, yeah. Yeah. They’re, they’re Brett: is TikTok? Well, ’cause Victor was telling me that, they were seeing videos. Uh, you would see one frame of the video and then it would black out. And it all seemed to be videos that were negative towards the administration and we weren’t sure. Is this a glitch? Is this coincidence? Christina: well, they claim it’s a glitch, but I don’t believe it. Brett: Yeah, it seems, it seems Christina: I, I mean, I mean, I mean, the thing is like, maybe it is, maybe it is a glitch and we’re overreacting. I don’t know. Um, all I know is that they’ve given us absolutely zero reason to trust them, and so I don’t, and so, um, uh, apparently the, the state of California, this is, [00:05:00] so we are recording this on Tuesday morning. Apparently the state of California has said that they are going to look into whether things are being, you know, suppressed or not, and if that’s violating California law, um, because now that, that, that TikTok is, is controlled by an American entity, um, even if it is, you know, owned by like a, you know, uh, evil, uh, billionaire, you know, uh, crony sto fuck you, Larry Ellison. Um, uh, I guess that means we won’t be getting an Oracle sponsorship. Sorry. Um, uh, Brett: take it anyway. Christina: I, I know you wouldn’t, I know you wouldn’t. That’s why I felt safe saying that. Um, but, uh, but even if, if, if that were the case, like I, you know, but apparently like now that it is like a, you know, kind of, you know, state based like US thing, like California could step in and potentially make things difficult for them. I mean, I think that’s probably a lot of bluster on Newsom’s part. I don’t think that he could really, honestly achieve any sort of change if they are doing things to the algorithm. Brett: Yeah. Uh, [00:06:00] if, if laws even matter anymore, it would be something that got tied up in court for a long time Christina: Right. Which effectively wouldn’t matter. Right. And, and then that opens up a lot of other interesting, um, things about like, okay, well, you know, should we, like what, what is the role? Like even for algorithmically determined things of the government to even step in or whatever, right now, obviously does, I think, become like more of a speech issue if it’s government speech that’s being suppressed, but regardless, it, it is just, it’s bad. So I’ve been, I’ve been thinking about you, I’ve been thinking about Jeff. Police Violence and Public Response Christina: Um, you know, we all saw what happened over the weekend and, and, you know, people be, people are being murdered in the streets and I mean that, that, that’s what’s happening. And, Brett: white people no less, Christina: Right. Well, I mean, that’s the thing, right? Like, is that like, but, but, but they keep moving the bar. They, they keep moving the goalpost, right? So first it’s a white woman and, oh, she, she was, she was running over. The, the officer [00:07:00] or the ice guy, and it’s like, no, she wasn’t, but, but, but that, that’s immediately where they go and, and she’s, you know, radical whatever and, and, and a terrorist and this and that. Okay. Then you have a literal veterans affair nurse, right? Like somebody who literally, like, you know, has, has worked with, with, with combat veterans and has done those things. Who, um, is stepping in to help someone who’s being pepper sprayed, you know, is, is just observing. And because he happens to have, um, a, a, a, a gun on him legally, which he’s allowed to do, um, they immediately used that as cover to execute him. But if he hadn’t had the gun, they would’ve, they would’ve come up with something else. Oh, we thought he had a gun, and they, you know what I mean? So like, they, they got lucky with that one because they removed the method, the, the, the weapon and then shot him 10 times. You know, they literally executed him in the street. But if he hadn’t had a gun, they still would’ve executed. Brett: Yeah, no, for sure. Um, it’s really frustrating that [00:08:00] they took the gun away. So he was disarmed and, and immobilized and then they shot him. Um, like so that’s just a straight up execution. And then to bring, like, to say that it, he, because he had a gun, he was dangerous, is such a, an affront to America has spent so long fighting against gun control and saying that we had the right to carry fucking assault rifles in the Christina: Kyle Rittenhouse. Kyle Rittenhouse was literally acquitted. Right? Brett: Yeah. And he killed people. Christina: and, and he killed people. He was literally walking around little fucking stogey, you know, little blubbering little bitch, like, you know, crying, you know, he’s like carrying around like Rambo a gun and literally snipe shooting people. That’s okay. Brett: They defended Christina: if you have a. They defended him. Of course they did. Right? Of course they did. Oh, well he has the right to carry and this and that, and Oh, you should be able to be armed in [00:09:00] these places. Oh, no, but, but if you’re, um, somebody that we don’t like Brett: Yeah, Christina: and you have a concealed carry permit, and I don’t even know if he was really concealed. Right. Because I think that if you have it on your holster, I don’t even think that counts as concealed to Brett: was supposedly in Christina: I, I, I don’t, I don’t, I don’t. Brett: like it Christina: Which I don’t think counts as concealed. I think. Brett: No. Christina: Right, right. So, so, so, so, so that, that, that wouldn’t be concealed. Be because you have someone in, in that situation, then all of a sudden, oh, no. Now, now the, the key, the goalpost, okay, well, it’s fine if it’s, you know, uh, police we don’t like, or, or other people. And, and, and if you’re going after protesters, then you can shoot and kill whoever you want, um, because you’ve perceived a threat and you can take actions into your, to your own hands. Um, but now if you are even a white person, um, even, you know, someone who’s, who’s worked in Veterans Affairs, whatever, if, if you have, uh, even if you’re like a, a, a, you know, a, a gun owner and, and have permits, um, now [00:10:00] if we don’t like you and you are anywhere in the vicinity of anybody associated with law enforcement, now they have the right to shoot you dead. Like that’s, that’s, that’s the argument, which is insanity. Brett: so I’m, I’m just gonna point out that as the third right came to power, they disarmed the Jews and they disarmed the anarchists and the socialists and they armed the rest of the population and it became, um, gun control for people they didn’t like. Um, and this is, it’s just straight up the same playbook. There’s no, there’s no differentiation anymore. Christina: No, it, it, it actively makes me angry that, um, I, I could be, because, ’cause what can we do? And, and what they’re counting on is the fact that we’re all tired and we’re all kind of, you know, like just, [00:11:00] you know, from, from what happened, you know, six years ago and, and, and what happened, you know, five years ago. Um, and, and, and various things. I think a lot of people are, are just. It kind of like Brett: Sure. Christina: done with, with, with being able to, to, to, right. But now the actual fascism is here, right? Like, like we, we, we saw a, a, you know, a whiff of this on, on, on January 6th, but now it’s actual fascism and they control every branch of government. Brett: Yeah. Christina: And, um, and, and, and I, and I don’t know what we’re supposed to do, right? Like, I mean it, because I mean, you know, uh, Philadelphia is, is, is begging for, for, for them to come. And I think that would be an interesting kind of standoff. Seattle is this, this is what a friend of mine said was like, you know, you know Philadelphia, Filch Philadelphia is begging them to come. Seattle is like scared. Um, that, that they’re going to come, um, because honestly, like we’re a bunch of little bitch babies and, um, [00:12:00] people think they’re like, oh, you know the WTO. I’m like, yeah, that was, that was 27 years ago. Um, uh, I, I don’t think that Seattle has the juice to hold that sort of line again. Um, but I also don’t wanna find out, right? Like, but, but, but this is, this is the attack thing. It’s like, okay, why are they in Minnesota? Right? They’re what, like 130,000, um, Brett: exactly Christina: um, immigrants in, in Minnesota. There are, there are however many million in Texas, however many million in Florida. We know exactly why, right? This isn’t about. Anything more than Brett: in any way. Christina: and opt. Right, right. It has nothing, it has nothing to do with, with, with immigration anyway. I mean, even, even the Wall Street Journal. The Wall Street Journal who a, you know, ran an op-ed basically saying get out of Minnesota. They also, they also had like a, you know, a news story, which was not from the opinion board, which like broke down the, the, the footage showing, you know, that like the, the video footage doesn’t match the administration’s claims, but they also ran a story. Um, that [00:13:00] basically did the math, I guess, on like the number of, of criminals, um, or people with criminal records who have been deported. And at this point, like in, you know, and, and when things started out, like, I guess when the raid started out, the, the majority of the people that they were kind of going after were people who had criminal records. Now, whether they were really violent, the worst, the worst, I mean that’s, I’m, I’m not gonna get into that, but you could at least say like, they, they could at least say, oh, well these were people who had criminal records, whatever. Now some, some huge percentage, I think it’s close to 80% don’t have anything. And many of the people that do the, the criminal like thing that they would hold would be, you know, some sort of visa violation. Right. So it’s, it’s, it’s Brett: they deported a five-year-old kid after using him as bait to try to get the rest of his family. Christina: as bait. Brett: Yeah. And like it’s, it’s pretty deplorable. But I will say I am proud of Minnesota. Um, they have not backed [00:14:00] down. They have stood up in the face of increasing increasingly escalated attacks, and they have shown up in force thousands of people out in the streets. Like Conti, like last night they had a, um, well, yeah, I mean, it’s been ongoing, but, uh, what’s his name? Preddy Alex. Um, at the place where he was shot, they had a, like continuing kind of memorial protest, I guess, and there’s footage of like a thousand, a thousand mins surrounding about 50, um, ICE agents and. Like basically corralling them to the point where they were all backed into a corner and weren’t moving. And I don’t know what happened after that. Um, but thus far it hasn’t been violent on the part of protesters. It’s been very violent on the part of ice. I [00:15:00] personally, I don’t know where I stand on, like, I feel like the Democrats are urging pacifism because it affects their hold on power. And I don’t necessarily think that peace when they’re murdering us in the street. I don’t know if peace is the right response, but I don’t know. I’m not openly declaring that I support violence at this point, but. At the same time, do I not? I’m not sure. Like I keep going back and forth on is it time for a war or do we try to vote our way out of this? Christina: I mean, well, and the scary thing about voting our way out of this is will we even be able to have free elections, right? Be because they’re using any sort of anything, even the most benign sort of legal [00:16:00] protest, even if violence isn’t involved in all of a sudden, talks of the Insurrection Act come Brett: yeah. And Trump, Trump offered to pull out of Minnesota if Minnesota will turn over its voter database to the federal government. Like that’s just blatant, like that’s obviously the end goal is suppression. Christina: Right, right. And, and so to your point, I don’t know. Right. And I’m, I’m never somebody who would wanna advocate outwardly for violence, but I, I, I, I, I don’t know. I mean, they’re killing citizens in the streets. They’re assassinating people in cold blood. They’re executing people, right. That’s what they’re doing. They’re literally executing people in the streets and then covering it up in real time. Brett: if the argument is, if we are violent, it will cause them to kill us. They’re already killing Christina: already doing it. Right. So at, at this point, I mean, like, you know, I mean, like, w to your point, wars have been started for, for, for less, or for the exact same things. Brett: [00:17:00] Yeah. Christina: So, I don’t know. I don’t know. Um, I know that that’s a depressing way to probably do mental health corner and whatnot, but this is what’s happening in our world right now and in and in your community, and it’s, it’s terrifying. Brett: I’m going to link in the show notes an article from Crime Think that was written by, uh, people in Germany who have studied, um, both historical fascism and the current rise of the A FD, which will soon be the most powerful party in Germany, um, which is straight up a Nazi party. Um, and it, they offered, like their hope right now lies in America stopping fascism. Christina: Yeah. Brett: Like if we can, if we can stop fascism, then they believe the rest of Europe can stop fascism. Um, but like they, it, it’s a good article. It kind of, it kind of broaches the same questions I do about like, is it [00:18:00] time for violence? And they offer, like, we don’t, we’re not advocating for a civil war, but like Civil wars might. If you, if you, if you broach them as revolutions, it’s kind of, they’re kind of the same thing in cases like this. So anyway, I’ll, I’ll link that for anyone who wants to read kinda what’s going on in my head. I’m making a note to dig that up. I, uh, I love Crime Fake Oh and Blue Sky. Social Media and Surveillance Brett: Um, so I have not, up until very recently been an avid Blue Sky user. Um, I think I have like, I think I have maybe like 200 followers there and I follow like 50 people. But I’ve been expanding that and I am getting a ton of my news from Blue Sky and like to get stories from people on the ground, like news as it happens, unfiltered and Blue Sky has been [00:19:00] really good for that. Um, I, it’s. There’s not like an algorithm. I just get my stuff and like Macedon, I have a much larger following and I follow a lot more people, but it’s very tech, Christina: It’s very tech and, Brett: there for. Christina: well, and, and MAs on, um, understandably too is also European, um, in a lot of regards. And so it’s just, it’s not. Gonna have the same amount of, of people who are gonna be able to, at least for instances like this, like be on the ground and doing real-time stuff. It’s not, it doesn’t have like the more normy stuff. So, no, that makes sense. Um, no, that’s great. I think, yeah, blue Sky’s been been really good for, for these sorts of real-time events because again, they don’t have an algorithm. Like you can have one, like for a personalized kind of like for you feed or whatever, but in terms of what you see, you know, you see it naturally. You’re not seeing it being adjusted by anything, which can be good and bad. I, I think is good because nothing’s suppressing things and you see things in real time. It can be bad because sometimes you miss things, but I think on the whole, it’s better. [00:20:00] The only thing I will say, just to anyone listening and, and just to spread onto, you know, people in your communities too, from what I’ve observed from others, like, it does seem like the, the government and other sorts of, you know, uh, uh, the, you know, bodies like that are finally starting to pay more attention to blue sky in terms of monitoring things. And so that’s not to say don’t. You know, use it at all. But the same way, you don’t make threats on Twitter if you don’t want the Feds to show up at your house. Don’t make threats on Blue Sky, because it’s not just a little microcosm where, you know, no one will see it. People are, it, it’s still small, but it’s, it’s getting bigger to the point that like when people look at like where some of the, the, the fire hose, you know, things observable things are there, there seem to be more and more of them located in the Washington DC area, which could just be because data centers are there, who knows? But I’ve also just seen anecdotally, like people who have had, like other instances, it’s like, don’t, don’t think [00:21:00] that like, oh, okay, well, you know, no one’s monitoring this. Um, of course people are so just don’t be dumb, don’t, don’t say things that could potentially get you in trouble. Um. Brett: a political candidate in Florida. Um, had the cops show up at her house and read her one of her Facebook posts. I mean, this was local. This was local cops, but still, yeah, you Christina: right. Well, yeah, that’s the thing, right? No, totally. And, and my, my only point with that is we’ve known that they do that for Facebook and for, for, you know, Twitter and, and, uh, you know, Instagram and things like that, but they, but Blue Sky, like, I don’t know if it’s on background checks yet, but it, uh, like for, uh, for jobs and things like that, I, I, I don’t know if that’s happening, but it definitely is at that point where, um, I know that people are starting to monitor those things. So just, you know, uh, not even saying for you per se, but just for anybody out there, like, it’s awesome and I’m so glad that like, that’s where people can get information out, but don’t be like [00:22:00] lulled into this false sense of security. Like, oh, well they’re not gonna monitor this. They’re not Brett: Nobody’s watching me here. Christina: It is like, no, they are, they are. Um, so especially as it becomes, you know, more prominent. So I’m, I’m glad that that’s. That’s an option there too. Um, okay. Sponsor Break: Copilot Money Christina: This is like the worst possible segue ever, but should we go ahead and segue to our, our, our sponsor break? Brett: Let’s do it. Let’s, let’s talk about capitalism. Christina: All right. This episode is brought to you by copilot money. Copilot money is not just another finance app. It’s your personal finance partner designed to help you feel clear, calm, and in control of your money. Whether it’s tracking your spending, saving for specific goals, or simply getting the handle on your investments. Copilot money has you covered as we enter the new year. Clarity and control over our finances has never been more important with the recent shutdown of Mint and rising financial stress, for many consumers are looking for a modern, trustworthy tool to help navigate their financial journeys. That’s where copilot money comes in. 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Download copilot money on your devices or visit. Try copilot money slash [00:24:00] overti today to claim you’re two months free and embrace a more organized, stress-free approach to your finances. Try copilot.money/ Overtired. Brett: Awesome that I appreciate this segue. ’cause we, we, we could, we could be talking about other things. Um, like it’s, it feels so weird, like when I go on social media and I just want to post that like my water’s out. It feels out of place right now because there’s everything that’s going on feels so much more important than, Christina: Right. Brett: than anything else. Um, but there’s still a place for living our lives, um, Christina: there are a absolutely. I mean, and, and, and in a certain extent, like not to, I mean, maybe this is a little bit of a cope, but it’s like, if all we do is focus on the things that we can’t control at the expense of everything else, it’s like then they win. You know? Like, which, which isn’t, which, which isn’t even to [00:25:00] say, like, don’t talk about what’s happening. Don’t try to help, don’t try to speak out and, and, um, and do what we can do, but also. Like as individuals, there’s very little we can control about things. And being completely, you know, subsumed by that is, is not necessarily good either. Um, so yeah, there’s, there, there are other things going on and it’s important for us to get out of our heads. It’s important, especially for you, you know, being in the region, I think to be able to, to focus on other things and, and hopefully your water will be back soon. ’cause that sucks like that. I’ve been, I’ve been worried about you. I’m glad that you have heat. I’m glad you have internet. I’m glad you have power, but you know, the pipes being frozen and all that stuff is like, not Brett: it, the, the internet has also been down for up to six hours at a time. I don’t know why. There’s like an amplifier down on our street. Um, and that has sucked because I, out here, I live in a, I’m not gonna call it rural. Uh, we’re like five minutes from town, [00:26:00] but, um, we, we don’t. We have shitty internet. Like I pay for a gigabit and I get 500 megabits and it’s, and it’s up and down all the time and I hate it. But anyway. Tech Talk: Gas Town and AI Agents Brett: Let’s talk about, uh, let’s talk about Gas Town. What can you tell me about Gastown? Christina: Okay. So we’ve talked a lot about like AI agents and, um, kind of like, uh, coding, um, loops and, and things like that. And so Gastown, uh, which is available, um, at, I, it is not Gas Town. Let me find the URL, um, one second. It’s, it’s at a gas town. No, it’s not. Lemme find it. Um. Right. So this is a thing that, that Steve Yy, uh, has created, and [00:27:00] it is a multi-agent workspace manager. And so the idea is basically that you can be running like a lot of instances of, um, of, of Claude Code or, um, I guess you could use Codex. You could use, uh, uh, uh, co-pilot, um, SDK or CLI agent and whatnot. Um, and basically what it’s designed to do is to basically let you coordinate like multiple coding agents at one time so they can all be working on different tasks, but then instead of having, um, like the context get lost when agents restart, it creates like a, a persistent, um, like. Work state, which it uses with, with git on the backend, which is supposed to basically enable more multi-agent workflows. So, um, basically the idea would be like, you get, have multiple agents working at once, kind of talking to one another, handing things off, you know, each doing their own task and then coordinating the work with what the other ones are doing. But then you have like a persistent, um, uh, I guess kind of like, you know, layer in the backend so that if an agent has to restart or whatever, it’s not gonna lose the, [00:28:00] the context, um, that that’s happening. And you don’t have to manually, um, worry about things like, okay, you know, I’ve lost certain things in memory and, and I’ve, you know, don’t know how I’m, I’m managing all these things together. Um, there, there’s another project, uh, called Ralph, which is kind of based on this, this concept of like, what of Ralph Wickham was, you know, coding or, or was doing kind of a loop. And, and it’s, it’s, it’s a, it’s kind of a similar idea. Um, there’s also. Brett: my nose wouldn’t bleed so much if I just kept my finger out of there. Christina: Exactly, exactly. My cat’s breath smells like cat food. Um, and um, and so. Like there are ideas of like Ralph Loops and Gastown. And so these are a couple of like projects, um, that have really started to, uh, take over. So like, uh, Ralph is more of an autonomous AI agent loop that basically like it runs like over and over and over again until, uh, a task is done. Um, and, and a lot of people use, use Gastown and, [00:29:00] and, and Ralph together. Um, but yeah, no Ga gastown is is pretty cool. Um, we’ll we’re gonna talk about it more ’cause it’s my pick of the week. We’ll talk about Molt bot previously known as Claude Bot, which is, uses some, some similar ideas. But it’s really been interesting to see like how, like the, the multi-agent workflow, and by multi-agent, I mean like, people are running like 20 or 30 of them, you know, at a time. So it’s more than that, um, is really starting to become a thing that people can, uh, can do. Um, Brett: gets expensive though. Christina: I was, I was just about to say that’s the one thing, right? Most people who are using things like Gastown. Are using them with the Claude, um, code Max plans, which is $200 a month. And those plans do give you more value than like, what the, what it would be if you spent $200 in API credits, uh, but $200 a month. Like that’s not an expensive, that’s, you know, that, that’s, that, that, like, you know what I mean? Like, like that, that, that, that, that, that’s a lot of money to spend on these sorts of things. Um, but people [00:30:00] are getting good results out of it. It’s pretty cool. Um. There have been some open models, which of course, most people don’t have equipment that would be fast enough for them to, to run, uh, to be able to kind of do what they would want, um, reliably. But the, the AgTech stuff coming to some of the open models is better. And so if these things can continue, of course now we’re in a ram crisis and storage crisis and everything else, so who knows when the hardware will get good enough again, and we can, when we as consumers can even reasonably get things ourselves. But, but in, in theory, you know, if, if these sorts of things continue, I could see like a, a world where like, you know, some of the WAN models and some of the other things, uh, potentially, um, or Quinn models rather, um, could, uh. Be things that you could conceivably, like be running on your own equipment to run these sorts of nonstop ag agentic loops. But yeah, right now, like it’s really freaking cool and I’ve played around with it because I’m fortunate enough to have access to a lot of tokens. [00:31:00] Um, but yeah, I can get expensive real, real fast. Uh, but, but it’s still, it’s still pretty awesome. Brett: I do appreciate that. So, guest Town, the name is a reference to Mad Max and in the kind of, uh, vernacular that they built for things like background agents and I, uh, there’s a whole bunch, there are different levels of, of the interface that they kind of extrapolated on the gas town kind of metaphor for. Uh, I, it was, it, it, there were some interesting naming conventions and then they totally went in other directions with some of the names. It, they didn’t keep the theme very well, but, but still, uh, I appreciate Ralph Wig and Mad Max. That’s. It’s at the very least, it’s interesting. Christina: No, it definitely is. It definitely is. Crypto Controversies Christina: I will say that there’s been like a little bit [00:32:00] of a kerfuffle, uh, involved in both of those, uh, developers because, um, they’re both now promoting shit coins and, uh, and so that’s sort of an interesting thing. Um, basically there’s like this, this, this crypto company called bags that I guess apparently like if people want to, they will create crypto coins for popular open source projects, and then they will designate someone to, I guess get the, the gas fees, um, in, um, uh, a Solana parlance, uh, no pun intended, with the gas town, um, where basically like that’s, you know, like the, the, the fees that you spend to have the transaction work off of the blockchain, right? Like, especially if there’s. A lot of times that it would take, like, you pay a certain percentage of something and like those fees could be designated to an individual. And, um, in this case, like both of these guys were reached out to when basically they were like, Hey, this coin exists. You’ve got all this money just kind of sitting in a crypto wallet waiting for you. [00:33:00] Take the money, get, get the, the transaction fees, so to speak. And, uh, I mean, I think that, that, that’s, if you wanna take that money right, it’s, it’s there for you. I’m not gonna certainly judge anyone for that. What I will judge you for is if you then promote your shit coin to your community and basically kind of encourage everyone. To kind of buy into it. Maybe you put in the caveat, oh, this isn’t financial advice. Oh, this is all just for whatever. But, but you’re trying to do that and then you go one step beyond, which I think is actually pretty dumb, which is to be like, okay, well, ’cause like, here’s the thing, I’m not gonna judge anyone. If someone who’s like, Hey, here’s a wallet that we’re gonna give you, and it has real cash in it, and you can do whatever you want with it, and these are the transaction fees, so to speak, like, you know, the gas fees, whatever, you know what you do. You, even if you wanna let your audience know that you’ve done that, and maybe you’re promoting that, maybe some people will buy into it, like, people are adults. Fine. Where, where I do like side eye a little bit is if you are, then for whatever reason [00:34:00] going to be like, oh, I’m gonna take my fees and I’m gonna reinvest it in the coin. Like, okay, you are literally sitting on top of the pyramid, like you could not be in a better position and now you’re, but right. And now you’re literally like paying into the pyramid scheme. It’s like, this is not going to work well for you. These are rug bulls. Um, and so like the, the, the, the gas town coin like dropped like massively. The Ralph coin like dropped massively, like after the, the, the Ralph creator, I think he took out like 300 K or something and people, or, you know, sold like 300 K worth of coins. And people were like, oh, he’s pulling a rug pull. And I’m like, well, A, what did you expect? But B it’s like, this is why don’t, like, if someone’s gonna give you free money from something that’s, you know, kind of scammy, like, I’m not saying don’t take the money. I am saying maybe be smart enough to not to reinvest it into the scam. Brett: Yeah. Christina: Like, I don’t know. Anyway, that’s the only thing I will mention on that. ’cause I don’t think that that takes [00:35:00] anything away from either of those projects or it says that you shouldn’t use or play around with it either of those ideas at all. But that is just a thing that’s happened in the last couple of weeks too, where it’s like, oh, and now there’s like crypto, you know, the crypto people are trying to get kind of involved with these projects and, um, I, I think that that’s, uh, okay. You know, um, like I said, I’m, I’m not gonna judge anybody for taking free money that, that somebody is gonna offer them. I will judge you if you’re gonna try to then, you know, try to like, promote that to your audience and try to be like, oh, this is a great way where we, where you can help me and we can all get rich. It’s like, no, there are, if you really wanna support creators, like there are things like GitHub sponsors and there are like other methods that you can, you can do that, that don’t involve making financial risks on shit coins. Brett: I wish anything I made could be popular enough that I could do something that’s stupid. Yeah. Like [00:36:00] I, I, I, I’m not gonna pull a rug pull on anyone, but the chances that I’ll ever make $300,000 on anything I’m working on, it’s pretty slim. Christina: Yeah, but at the same time, like if you, if you did, if you were in that position, like, I don’t know, I mean, I guess that’d be a thing that you would have to kind of figure out, um, yourself would be like, okay, I have access to this amount of money. Am I going to try to, you know, go all in and, and maybe go full grift to get even more? Some, something tells me that like your own personal ethics would probably preclude you from that. Brett: I, um, I have spent, what, um, how old am I? 47. I, I’ve been, since I started blogging in like 1999, 2000, um, I have always adhered to a very strict code and like turning down sponsors. I didn’t agree with [00:37:00] not doing anything that would be shady. Not taking, not, not taking money from anyone I was writing about. Ethics in Journalism and Personal Dilemmas Brett: Like, it’s been, it’s a pain in the ass to try to be truly ethical, but I feel like I’ve done it for 30 some years and, and I don’t know, I wouldn’t change it. I’m not rich. I’ll never be rich. But yeah, I think ethics are important, especially if you’re in any kind of journalism. Christina: Yeah, if you’re in any sort of journalism. I think so, and I think like how people wanna define those things, I think it’s up to them. And, and like I said, like I’m not gonna even necessarily like, like judge people like for, because I, I don’t know personally like what my situation would be like. Like if somebody was like, Christina, here’s a wallet that has the equivalent of $300,000 in it and it’s just sitting here and we’re not even asking you to do anything with this. I would probably take the money. I’m not gonna lie, I don’t, I don’t, I don’t [00:38:00] know if I would promote it or anything and I maybe I would feel compelled to disclose, Hey, Brett: That is Christina: wallet belongs to me. Brett: money though. Christina: I, I, right. I, I, I might, I might be, I might feel compelled to com to, to disclose, Hey, someone created this coin in this thing. They created the foam grow coin and they are giving me, you know, the, the, the gas fees and I have accepted Brett: could be, I’d feel like you could do it if you were transparent enough about it. Christina: Yeah, I mean, I, I, I think where I draw the line is when you then go from like, because again, it’s fine if you wanna take it. It’s then when you are a. Reinvesting the free money into the coin, which I think is just idiotic. Like, I think that’s just actually dumb. Um, like I just, I just do like, that just seems like you are literally, like I said, you’re at the top of the pyramid and you’re literally like volunteering to get into the bottom again. Um, and, or, or b like if you do that and then you try to rationalize in some way, oh, well, you know, I think [00:39:00] that this could be a great thing for everybody to, you know, I get rich, you know, you could get rich, we could all get money out of this because this is the future of, you know, creator economy or whatever. It’s like, no, it’s not. This is gambling. Um, and, and, and, and you could make the argument to me, and I’d probably be persuaded to be like, this isn’t that different from poly market or any of the other sorts of things. But you know what? I don’t do those things either. And I wouldn’t promote those things to any audience that I had either. Um, but if somebody wanted to give me free money. I probably wouldn’t turn it down. I’m not gonna pretend that my ethics are, are that strong. Uh, I just don’t know if I would, if I would, uh, go on the other end and be like, okay, to the Moom, everyone let, let’s all go in on the crypto stuff. It’s like, okay, The Future of Open Source and Cryptocurrency Brett: So is this the future of open source is, ’cause I mean like open source has survived for decades as like a concept and it’s never been terribly profitable. But a [00:40:00] lot of large companies have invested in open source, and I guess at this point, like most of the big open source projects are either run by a corporation or by a foundation. Um, that are independently financed, but for a project like Gastown, like is it the future? Is this, is this something people are gonna start doing to like, kind of make open source profitable? Christina: I mean, maybe, I don’t know. I think the problem though is that it’s not necessarily predictable, right? And, and not to say that like normal donations or, or support methods are predictable, but at least that could be a thing where you’re like, they’re not, but, but, but it’s not volatile to the extent where you’re like, okay, I’m basing, you know, like my income based on how well this shit coin that someone else controls the supply of someone else, you know, uh, uh, created someone else, you know, burned, so to speak, somebody else’s is going to be, uh, [00:41:00] controlling and, and has other things and could be responsible for, you know, big seismic like market movements like that I think is very different, um, than anything else. And so, I don’t know. I mean, I, I think that they, what I do expect that we’ll see more of is more and more popular projects, things that go viral, especially around ai. Probably being approached or people like proactively creating coins around those things. And there have been some, um, developers who’ve already, you know, stood up oddly and been like, if you see anybody trying to create a coin around this, it is not associated with me. I won’t be associated with any of it. I won’t do it. Right. Uh, and I think that becomes a problem where you’re like, okay, if these things do become popular, then that becomes like another risk if you don’t wanna be involved in it. If you’re involved with a, with a popular project, right? Like the, like the, like the creator of MPM Isaac, like, I think there’s like an MPM coin now, and that, that he’s, you know, like involved in and it’s like, you know, again, he didn’t create it, but he is happy to promote it. He’s happy to take the money. I’m like, look, I’m happy for [00:42:00] Isaac to get money from NPMI am at the same time, you know, bun, which is basically like, you know, the, you know, replacement for, for Node and NPM in a lot of ways, they sold to Anthropic for. I guarantee you a fuck load more money than whatever Isaac is gonna make off of some MPM shitcoin. So, so like, it, it’s all a lottery and it’s not sustainable. But I also feel like for a lot of open source projects, and this isn’t like me saying that the people shouldn’t get paid for the work, quite the contrary. But I think if you go into it with the expectation of I’m going to be able to make a sustainable living off of something, like when you start a project, I think that that is not necessarily going to set you up for, I think that those expectations are misaligned with what reality might be, which again, isn’t to say that you shouldn’t get paid for your work, it’s just that the reason that we give back and the reason we contribute open source is to try to be part of like the, the greater good and to make things more available to everyone. Not to be [00:43:00] like, oh, I can, you know, quit my job. Like, that would be wonderful. I, I wish that more and more people could do that. And I give to a lot of, um, open source projects on, on a monthly basis or on an annual basis. Um, Brett: I, I give basically all the money that’s given to me for my open source projects I distribute among other open source projects. So it’s a, it’s a, it’s a wash for me, but yeah, I am, I, I pay, you know, five, 10 bucks a month to 20 different projects and yeah. Christina: Yeah. I mean, I think it’s important, but, but I, I don’t know. I, I, I hope that it’s not the future. I’m not mad, I think like if that’s a way where people can make, you know, a, a, an income. But I do, I guess worry the sense that like, if, if, if, I don’t want that to be, the reason why somebody would start an open source project is because they’re like, oh, I, I can get rich on a crypto thing. Right? Like, ’cause that that’s the exact wrong Brett: that’s not open source. That’s not the open source philosophy. Christina: no, [00:44:00] it’s not. And, and so, I mean, but I think, I think if it already exists, I mean, I don’t know. I, I also feel like no one should feel obligated. This should go without saying that. If you see a project that you like that is involved in one of those coins. Do you have a zero obligation to be, uh, supportive of that in any way? And in fact, it is probably in your financial best interest to not be involved. Um, it, it is your life, your money, your, you do whatever you want, gamble, however you want. But, uh, I, I, I, I do, I guess I, I bristle a little bit. Like if people try to portray it like, oh, well this is how you can support me by like buying into this thing. I’m like, okay, that’s alright. Like, I, I, if you wanna, again, like I said, if you wanna play poly market with this, fine, but don’t, don’t try to wrap that around like, oh, well this is how you can give back. It’s like, no, you can give back in other ways. Like you can do direct donations, you can do other stuff. Like I would, I would much rather encourage people to be like, rather than putting a hundred dollars in Ralph Coin, [00:45:00] give a hundred dollars to the Ralph Guy directly. Apex 1.0? Brett: So, speaking of unprofitable open source, I have Apex almost to 1.0. Um, it officially handles, I think, all of the syntax that I had hoped it would handle. Um, it does like crazy things, uh, that it’s all built on common mark, GFM, uh, like cmar, GFM, GitHub’s project. Um, so it, it does all of that. Plus it handles stuff from like M mark with like indices. Indices, and it incorporates, uh. Uh, oh, I forget the name of it. Like two different ways of creating indices. It handles all kinds of bibliography syntax, like every known bibliography syntax. Um, I just added, you can, you can create insert tags with plus, plus, uh, the same way you would create a deletion with, uh, til detail. Um, and [00:46:00] I’ve added a full plugin structure, and the plugins now can be project local. So you can have global plugins. And then if you have specific settings, so like I have a, I, my blogs are all based on cramdown and like the bunch documentation is based on cramdown, but then like the mark documentation. And most of my writing is based on multi markdown and they have different. Like the, for example, the IDs that go on headers in multi markdown. If it’s, if it has a space in multi markdown, it gets compressed to no space in common Mark or GFM, it gets a dash instead of a space, which means if I have cross links, cross references in my document, if I don’t have the right header syntax, the cross reference will break. So now I can put a, a config into like my bunch documentation that tells Apex to use, [00:47:00] um, the dash syntax. And in my Mark documentation, I can tell it to use the multi markdown syntax. And then I can just run Apex with no command line arguments and everything works. And I don’t know, I, I haven’t gotten adoption for it. Like the one place I thought it could be really useful was DEVONthink, Christina: Mm-hmm. Brett: which has always been based on multi markdown, which. Um, is I love multi markdown and I love Fletcher and, um, it’s just, it’s missing a lot of what I would consider modern syntax. Christina: Right. Brett: so I, I offered it to Devin think, and it turned out they were working on their own project along the same lines at the same time. Um, but I’m hoping to find some, some apps that will incorporate it and maybe get it some traction. It’s solid, it’s fast, it’s not as fast as common Mark, but it does twice as much. Um, like the [00:48:00] benchmarks, it a complex document renders in common mark in about. Uh, 27 milliseconds, and in Apex it’s more like 46 milliseconds. But in the grand scheme of things, I could render my whole blog 10 times faster than I can with cramm down or Panoc and yeah, and, and I can use all the syntax I want. Challenges and Innovations in Markdown Processing Brett: Did I tell you about, did I tell you about, uh, Panoc Divs? The div extension, um, like you can in with the panoc D extension, you can put colon, colon, colon instead of like back, take, back, take backtick. So normally, like back ticks would create a code block with colons, it creates a div, and you can apply, you can apply inline attribute lists after the colons to make, to give it a class and an ID and any other attributes you wanna apply to it. I extended that so that you can do colon, [00:49:00] colon, colon, and then type a tag name. So if you type colon, colon, colon aside and then applied an attribute list to it, it would create an aside tag with those attributes. Um, the, the only pan deck extension that I wish I could support that I don’t yet is grid tables. Have you ever seen grid tables? Christina: I have not. Brett: There, it’s, it’s kind of like multi markdown table syntax, except you use like plus signs for joints and uh, pipes and dashes, and you actually draw out the table like old ASCI diagrams Christina: Okay. Brett: and that would render that into a valid HTML table. But that supporting that has just been, uh, tables. Tables are the thing. I’ve pulled the most hair out over. Christina: Yeah, I was gonna say, I think I, they feel like tables are hard. I also feel like in a lot of circumstances, I mean obviously people use tables and whatnot, but like, [00:50:00] only thing I would say to you, like, you know, apex is, is so cool and I hope that other projects adopt it. Um, and, uh, potentially with the POC support as far as you’ve gotten with it, maybe, you know, projects that support some of POC stuff could, could, you know, uh, jump into it. But I will say it does feel like. Once you go into like the Panoc universe, like that almost feels like a separate thing from the markdown Flavors like that almost feels like its own like ecosystem. You know what I mean? Brett: Well, yeah, and I haven’t tried to adopt everything Panoc does because you can als, you can also use panoc. You can pipe from Apex into Panoc or vice versa. So I’m not gonna try to like one for one replicate panoc, Christina: No, no. Totally Brett: do all of panoc export options because Panoc can take HTML in and then output PDFs and Doc X and everything. So you can just pipe output from Apex into Panoc to create your PDF or whatever Christina: And like, and, and like to, [00:51:00] and like to me, like that seems ideal, right? But I feel like maybe like adopting some of the other things, especially like, like their grid, you know, table, things like that. Like that would be cool. But like, that feels like that’s a, potentially has the, has the potential, maybe slow down rendering and do other stuff which you don’t want. And then b it’s like, okay, now are we complicated to the point that like, this is, this is now not becoming like one markdown processor to rule them all, but you Brett: Yeah, the whole point, the whole point is to be able to just run Apex and not worry about what cex you’re using. Um, but grid tables are the kind of thing that are so intentional that you’re not gonna accidentally use them. Like the, the, the, the impetus for Apex was all these support requests I get from people that are like the tilde syntax for underline or delete doesn’t work in Mark. And it, it does if you choose the right processor. But then you have to know, yeah, you have to [00:52:00] know what processor supports what syntax and that takes research and time and bringing stuff in from, say, obsidian into mart. You would just kind of expect things to work. And that’s, that’s why I built Apex and Christina: right? Brett: you are correct that grid tables are the kind of thing, no one’s going to use grid tables if they haven’t specifically researched what Christina: I right. Brett: they’re gonna work with. Christina: And they’re going to have a way that has their file marked so that it is designated as poc and then whatever, you know, flags for whatever POC features it supports, um, does. Now I know that the whole point of APEX is you don’t have to worry about this, but, but I am assuming, based on kind of what you said, like if I pass like arguments like in like a, you know, in a config file or something like where I was like, these documents or, or, or this URL or these things are, you know, in this process or in this in another, then it can, it can just automatically apply those rules without having to infer based on the, on the syntax, right. Brett: right. It has [00:53:00] modes for cram down and common mark and GFM and discount, and you can like tell it what mode you’re writing in and it will limit the feature set to just what that processor would handle. Um, and then all of the flags, all of the features have neg negotiable flags on them. So if you wanted to say. Skip, uh, relax table rendering. You could turn that off on the command line or in a config file. Um, so yeah, everything, everything, you can make it behave like any particular processor. Uh, but I focus mostly on the unified mode, which again, like you don’t have to think about which processor you are using. Christina: Are you seeing, I guess like in, in circumstances like, ’cause I, in, in my, like, my experience, like, I would never think to, like, I would probably like, like to, I would probably do like what you do, which is like, I’m [00:54:00] going to use one syntax or, or one, you know, processor for one type of files and maybe another and another. Um, but I, I don’t think that like, I would ever have a, and maybe I’m misunderstanding this, but I don’t think I would ever have an instance where I would be like mixing the two together in the same file. Brett: See, that’s my, so that’s, that’s what’s changing for me is I’m switching my blog over to use Apex instead of Cramdown, which means I can now incorporate syntax that wasn’t available before. So moving forward, I am mixing, um, things from common mark, things from cram down, things from multi markdown. Um, and, and like, so once you know you have the option Christina: right. Then you might do that Brett: you have all the syntax available, you start doing it. And historically you won’t have, but like once you get used to it, then you can. Christina: Okay. So here’s the next existential question for you. At what point then does it go from being, you know, like [00:55:00] a, a, a rendering engine, kind of like an omni rendering engine to being a syntax and a flavor in and of itself? Brett: That is that, yeah, no, that’s a, that’s a very valid question and one that I have to keep asking myself, um, because I never, okay, so what to, to encapsulate what you’re saying, if you got used to writing for Apex and you were mixing your syntax, all of a sudden you have a document that can’t render in anything except Apex, which does eventually make it its own. Yeah, no, it is, it’s always, it’s a concern the whole time. Christina: well, and I, I wouldn’t even necessarily, I mean, like, and I think it could be two things, right? I mean, like, you could have it live in two worlds where, like on the one hand it could be like the rendering engine to end all rendering engines and it can render, you know, files and any of them, and you can specify like whatever, like in, in, in like a tunnel or something. Like, you know, these files are, [00:56:00] are this format, these are these, and you know, maybe have some sort of, you know, um, something, even like a header files or whatever to be like, this is what this rendering engine is. Um, you know, with, with your projects to have it, uh, do that. Um. Or have it infer, you know, based on, on, on, um, the, the logic that you’re importing. But it could also be one of those things where you’re like, okay, I just have created like, you know, the omni syntax. And that’s a thing that maybe, maybe you get people to try to encourage or try, try to adopt, right? Like, it’s like, okay, you can always just use common mark. You can always just use GFM, you can always just use multi markdown, but we support these other things too, from these other, um, systems and you can intermix and match them. Um, because, because I, I do feel like at a certain point, like at least the way you’re running it yourself, you have your own syntax. Like, like, you know. Brett: yeah. No, you have perfectly encapsulated the, the major [00:57:00] design concern. And I think you’re correct. It can exist, it can be both things at once. Um, but I have like, nobody needs another markdown syntax. Like there are so many flavors right now. Okay. There may be a dozen. It’s not like an infinite number, but, but there’s enough that the confusion is real. Um, and we don’t need yet another markdown flavor, but we do need a universal processor that. Makes the differentiations less, but yeah, no, it’s, I need, I need to nail down that philosophy, uh, and really like, put it into writing and say, this is the design goal of this project, uh, which I have like hinted at, but I’m a scattered thinker and like, part of, part of the design philosophy is if someone says, Hey, [00:58:00] could you make this work? I just wanted a project where I could say, yeah, I’m gonna make that work. I, I, I’m gonna add this somewhat esoteric syntax and it’s just gonna work and it’s not gonna affect anything else. And you don’t have to use it, but if you do, there it is. So it’s kind of, it was designed to bloat to a circuit certain extent. Um, but yeah, I need to, I need to actually write a page That’s just the philosophy and really, really, uh, put, put all my thoughts together on that. Christina: Yeah, no, ’cause I was just kind of thinking, I was like, ’cause it’s so cool. Um, but the way that I would’ve envisioned using it, like I, I still like, it’s cool that you can mix all those things in together. I still feel like I probably wouldn’t because I’m not you. And so then I would just have like this additional dependency that it’s like, okay, if something happens to Apex one day and that’s the only thing that can render my documents, then like, you know what I mean? And, and, and if it’s not getting updated [00:59:00] anymore or whatever, then I’m kind of like SOL, um, Brett: Maku. Do you remember Maku? Christina: vaguely. Brett: It’s, the project is kind of dead and a lot of its syntax has been incorporated into various other processors. But if you built your whole blog on Maku, you have to, you have to be able to run like a 7-year-old binary, um, and, and it’ll never be updated, and eventually you’re gonna run into trouble. The nice thing about Unix based stuff is it’s. Has a, you can stop developing it and it’ll work for a decade, um, until, like, there’s a major shift in processors, but like, just the shift to arm. Like if, if Maku was only ever compiled for, uh, for, uh, Intel and it wasn’t open source, you would, it would be gone. You wouldn’t be able to run it anymore. So yeah, these things can happen. Christina: [01:00:00] Well, and I just even think about like, you know, the fact that like, you know, like some of the early processors, like I remember like back, I mean this is a million years ago, but having to use like certain, like pearl, you know, based things, you know, but depending on like whatever your backend system was, then you moved to PHP, they maybe you move, moved to, you know, Ruby, if you’re using like Jekyll and maybe you move to something else. And I was like, okay, you know, what will the thing be in the future? Yeah. If, if I, if it’s open source and there’s a way that, you know, you can write a new, a new processor for that, but it does create like, dependencies on top of dependencies, which is why I, I kind of feel like I like having like the omni processor. I don’t know if, like, for me, I’m like, okay, I, I would probably be personally leery about intermingling all my different syntaxes together. Brett: to that end though, that is why I wanted it in C um, because C will probably never die. C can be compiled on just about any platform. And it can be used with, like, if you have, if you have a Jekyll blog and you wanna [01:01:00] incorporate a C program into a gem, it’s no problem. Uh, you can incorporate it into just about any. Langu

Hour 3 moves from Washington chaos to cutting-edge tech and sports controversy. Gary and Shannon track the latest political firestorms, speculate on who won’t survive Trump’s second cabinet, wrestle with the ethics of AI scraping human knowledge, and debate whether public meltdowns are fair game in the age of constant cameras.• #SwampWatch: Democrats call for Kristi Noem’s firing, shutdown fears loom, and political tensions spike.• Who Falls First?: Prediction markets weigh in on which Trump cabinet member could be first out.• AI Crossroads: A new border shooting collides with a debate over Claude, Anthropic, and the morality of training AI on human work.• Privacy vs Reality: Coco Gauff’s private frustration goes public, should athletes always expect the cameras?See omnystudio.com/listener for privacy information.

Autonomous coding agents are moving from demos to real production workflows. In this episode, Factory AI co-founder and CTO Eno Reyes explains what "Droids" really are—fully autonomous agents that can take tickets, modify real codebases, run tests, and work inside existing dev workflows.We dig into Factory's context compression research (which outperformed both OpenAI and Anthropic), what makes a codebase "agent-ready," and why Stanford research found that the ONLY predictor of AI success was codebase quality—not adoption rates or token usage.Whether you're a developer curious about autonomous coding tools or just want to understand where AI engineering is headed, this episode is packed with practical insights.

In this episode, we explore Anthropic's new interactive Cloud apps and integrations with popular workplace tools like Slack, Canva, and Figma. We also discuss how Anthropic is facing unique challenges in hiring engineers because their own AI models are now outperforming human applicants in technical assessments.Chapters00:00 Anthropic's Cloud Updates01:45 Interactive Cloud Apps04:49 Model Context Protocol & Co-Work08:17 Agent Permissions & Security Concerns13:42 AI Outperforms Human Applicants

Microsoft quietly hands over BitLocker keys to the government, TikTok's new privacy terms spark a user panic, and Europe's secret tech backups reveal anxious prep for digital fallout. Plus, how gambling platforms are changing the future of news and sports. You can bet on how much snow will fall in New York City this weekend Europe Prepares for a Nightmare Scenario: The U.S. Blocking Access to Tech China, US sign off on TikTok US spinoff TikTok users freak out over app's 'immigration status' collection -- here's what it means Elon Musk's Grok A.I. Chatbot Made Millions of Sexualized Images, New Estimates Show Microsoft Gave FBI Keys To Unlock Encrypted Data, Exposing Major Privacy Flaw - Forbes House of Lords votes to ban social media for Brits under 16 Overrun with AI slop, cURL scraps bug bounties to ensure "intact mental health" Route leak incident on January 22, 2026 149 Million Usernames and Passwords Exposed by Unsecured Database Millions of people imperiled through sign-in links sent by SMS Anthropic revises Claude's 'Constitution,' and hints at chatbot consciousness The new Siri chatbot may run on Google servers, not Apple's A Wikipedia Group Made a Guide to Detect AI Writing. Now a Plug-In Uses It to 'Humanize' Chatbots GitHub - anthropics/original_performance_takehome: Anthropic's original performance take-home, now open for you to try! Telly's "free" ad-based TVs make notable revenue—when they're actually delivered - Ars Technica Toilet Maker Toto's Shares Get Unlikely Boost From AI Rush - Slashdot Dr. Gladys West, whose mathematical models inspired GPS, dies at 95 Host: Leo Laporte Guests: Alex Stamos, Doc Rock, and Patrick Beja Download or subscribe to This Week in Tech at https://twit.tv/shows/this-week-in-tech Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit Sponsors: threatlocker.com/twit meter.com/twit redis.io expressvpn.com/twit shopify.com/twit

For real this time.... Apple is gonna have real AI soon!For real for real. And if that's not enough to catch your attention, ChatGPT ads may be dropping in weeks, Anthropic might have beat Microsoft at its own game, and Google is bringing a MUCH more personalized version of AI and search to users in AI Mode. If you want to get ahead, you have to understand a blizzard of AI updates each week. That can take hours a day. Instead, tune in on Mondays as we bring you the AI News That Matters. Apple's new ChatGPT competitor and updated AI Siri, ChatGPT ads dropping in weeks, Gemini makes search more personal and more -- An Everyday AI Chat with Jordan WilsonNewsletter: Sign up for our free daily newsletterMore on this Episode: Episode PageJoin the discussion on LinkedIn: Thoughts on this? Join the convo on LinkedIn and connect with other AI leaders.Upcoming Episodes: Check out the upcoming Everyday AI Livestream lineupWebsite: YourEverydayAI.comEmail The Show: info@youreverydayai.comConnect with Jordan on LinkedInTopics Covered in This Episode:OpenAI New Revenue Model and Value SharingAnthropic Launches Claude Excel Add-InAmazon Unveils Health AI for One MedicalGoogle Gemini Powers Personalized Search IntegrationOpenAI ChatGPT Ads Rollout DetailsAnthropic and OpenAI AI in Global Education PushApple AI Siri Beta with Google GeminiApple Campos Chatbot and iOS IntegrationRunway Gen 4.5 Image-to-Video UpgradeShopify Adds 4% Fee for ChatGPT CheckoutGoogle Gemini Ultra for Workspace Business AccountsMeta Superintelligence Labs Internal AI Model ReleaseTimestamps:00:00 "Modulate Revolutionizes Voice AI Analysis"06:51 Anthropic Launches Claude Excel Tool11:02 "Amazon Expands AI Health Services"12:07 AI Revolutionizing Healthcare Innovation17:29 "OpenAI Introduces Ads in ChatGPT"21:49 "AI Tools Transforming Global Education"25:59 Apple's Siri Revamp with Gemini27:23 "Siri Updates Powered by Gemini"32:22 "AI on Smartphones: What's Next"35:58 AI Advances: Agents, Images, Videos37:44 "AI Trust Layer with Modulate"Keywords: Apple's AI competitor, updated Siri, ChatGPT ads, Gemini, Google Gemini AI, personalized AI search, OpenAI revenue model,Send Everyday AI and Jordan a text message. (We can't reply back unless you leave contact info) Human-Level Voice Intelligence, 100x Faster. Try Velma from Modulate today.  Human-Level Voice Intelligence, 100x Faster. Try Velma from Modulate today. 

Max Junestrand is the Co-Founder and CEO @ Legora, the legal AI company that has scaled to $70M in ARR, 750 of the world's leading law firms as customers and over 300 employees in just 2 years. They have raised over $200M from some of the best in the business including Benchmark, General Catalyst, Redpoint and ICONIQ.  AGENDA: 04:16 Why Does Everyone Think Harvey When They Hear Legal AI? 07:35 Why OpenAI is Toast? Switching to Anthropic! 11:47 24 Months: Which Foundation Models Will Win?  23:53 Lessons Scaling from Europe into the US 28:53 Do Americans Work As Hard As They Say? 32:20 Why Seat Models Are Not Dead in SaaS? 36:17 How to Use Competition To Drive a Fire in Your Team? 40:59 Is Legal AI a Winner-Take-All Market? How Does It End? 47:18 The Future of Law Firms: Do Juniors Get Fired? 53:19 How We Raised $200M and 3 Rounds with No Deck 57:21 Quickfire Round: Best Advice, Closest Mentor, Biggest Mindset Shift  

Microsoft quietly hands over BitLocker keys to the government, TikTok's new privacy terms spark a user panic, and Europe's secret tech backups reveal anxious prep for digital fallout. Plus, how gambling platforms are changing the future of news and sports. You can bet on how much snow will fall in New York City this weekend Europe Prepares for a Nightmare Scenario: The U.S. Blocking Access to Tech China, US sign off on TikTok US spinoff TikTok users freak out over app's 'immigration status' collection -- here's what it means Elon Musk's Grok A.I. Chatbot Made Millions of Sexualized Images, New Estimates Show Microsoft Gave FBI Keys To Unlock Encrypted Data, Exposing Major Privacy Flaw - Forbes House of Lords votes to ban social media for Brits under 16 Overrun with AI slop, cURL scraps bug bounties to ensure "intact mental health" Route leak incident on January 22, 2026 149 Million Usernames and Passwords Exposed by Unsecured Database Millions of people imperiled through sign-in links sent by SMS Anthropic revises Claude's 'Constitution,' and hints at chatbot consciousness The new Siri chatbot may run on Google servers, not Apple's A Wikipedia Group Made a Guide to Detect AI Writing. Now a Plug-In Uses It to 'Humanize' Chatbots GitHub - anthropics/original_performance_takehome: Anthropic's original performance take-home, now open for you to try! Telly's "free" ad-based TVs make notable revenue—when they're actually delivered - Ars Technica Toilet Maker Toto's Shares Get Unlikely Boost From AI Rush - Slashdot Dr. Gladys West, whose mathematical models inspired GPS, dies at 95 Host: Leo Laporte Guests: Alex Stamos, Doc Rock, and Patrick Beja Download or subscribe to This Week in Tech at https://twit.tv/shows/this-week-in-tech Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit Sponsors: threatlocker.com/twit meter.com/twit redis.io expressvpn.com/twit shopify.com/twit

Microsoft quietly hands over BitLocker keys to the government, TikTok's new privacy terms spark a user panic, and Europe's secret tech backups reveal anxious prep for digital fallout. Plus, how gambling platforms are changing the future of news and sports. You can bet on how much snow will fall in New York City this weekend Europe Prepares for a Nightmare Scenario: The U.S. Blocking Access to Tech China, US sign off on TikTok US spinoff TikTok users freak out over app's 'immigration status' collection -- here's what it means Elon Musk's Grok A.I. Chatbot Made Millions of Sexualized Images, New Estimates Show Microsoft Gave FBI Keys To Unlock Encrypted Data, Exposing Major Privacy Flaw - Forbes House of Lords votes to ban social media for Brits under 16 Overrun with AI slop, cURL scraps bug bounties to ensure "intact mental health" Route leak incident on January 22, 2026 149 Million Usernames and Passwords Exposed by Unsecured Database Millions of people imperiled through sign-in links sent by SMS Anthropic revises Claude's 'Constitution,' and hints at chatbot consciousness The new Siri chatbot may run on Google servers, not Apple's A Wikipedia Group Made a Guide to Detect AI Writing. Now a Plug-In Uses It to 'Humanize' Chatbots GitHub - anthropics/original_performance_takehome: Anthropic's original performance take-home, now open for you to try! Telly's "free" ad-based TVs make notable revenue—when they're actually delivered - Ars Technica Toilet Maker Toto's Shares Get Unlikely Boost From AI Rush - Slashdot Dr. Gladys West, whose mathematical models inspired GPS, dies at 95 Host: Leo Laporte Guests: Alex Stamos, Doc Rock, and Patrick Beja Download or subscribe to This Week in Tech at https://twit.tv/shows/this-week-in-tech Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit Sponsors: threatlocker.com/twit meter.com/twit redis.io expressvpn.com/twit shopify.com/twit

Microsoft quietly hands over BitLocker keys to the government, TikTok's new privacy terms spark a user panic, and Europe's secret tech backups reveal anxious prep for digital fallout. Plus, how gambling platforms are changing the future of news and sports. You can bet on how much snow will fall in New York City this weekend Europe Prepares for a Nightmare Scenario: The U.S. Blocking Access to Tech China, US sign off on TikTok US spinoff TikTok users freak out over app's 'immigration status' collection -- here's what it means Elon Musk's Grok A.I. Chatbot Made Millions of Sexualized Images, New Estimates Show Microsoft Gave FBI Keys To Unlock Encrypted Data, Exposing Major Privacy Flaw - Forbes House of Lords votes to ban social media for Brits under 16 Overrun with AI slop, cURL scraps bug bounties to ensure "intact mental health" Route leak incident on January 22, 2026 149 Million Usernames and Passwords Exposed by Unsecured Database Millions of people imperiled through sign-in links sent by SMS Anthropic revises Claude's 'Constitution,' and hints at chatbot consciousness The new Siri chatbot may run on Google servers, not Apple's A Wikipedia Group Made a Guide to Detect AI Writing. Now a Plug-In Uses It to 'Humanize' Chatbots GitHub - anthropics/original_performance_takehome: Anthropic's original performance take-home, now open for you to try! Telly's "free" ad-based TVs make notable revenue—when they're actually delivered - Ars Technica Toilet Maker Toto's Shares Get Unlikely Boost From AI Rush - Slashdot Dr. Gladys West, whose mathematical models inspired GPS, dies at 95 Host: Leo Laporte Guests: Alex Stamos, Doc Rock, and Patrick Beja Download or subscribe to This Week in Tech at https://twit.tv/shows/this-week-in-tech Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit Sponsors: threatlocker.com/twit meter.com/twit redis.io expressvpn.com/twit shopify.com/twit

Ep 276Dell announces massive 52-inch 6K display with Thunderbolt - 9to5MacApple's UWB Unlocking Is Finally Here — Aqara U400 Smart LockApple's MacBook Pro Turns 20 Years OldThe Tale of NexPhone: One Phone, Every ComputerApple picks Google's Gemini AI for its big Siri upgradeApple set to transform Siri into built-in AI chatbot powered by custom Google Gemini tech in iOS 27t93/Mole: Deep clean and optimize your Mac.Apple Introduces New 'Creator Studio' Bundle of Apps for $129 Per YearThoughts and Observations Regarding Apple Creator StudiomacOS 26.2 and iPadOS 26.2 double 5GHz Wi-Fi bandwidth for Wi-Fi 6E devicesiOS Versions Market Share in 2026 | TelemetryDeckEnable Smoother 120Hz Browsing in SafariIt's hard to justify Tahoe iconsMatthew Prince: Yesterday a quasi-judicial body in Italy fined Cloudflare $17 million for failing to go along with their scheme to censor the Internet.DHH: Confirmation that Anthropic is intentionally blocking OpenCodeThe complete claude code tutorialMarcJSchmidt: All my new code will be closed-source from now on.Fake Apple ‘Special Investigations Unit' Calls: How This Dangerous Scam WorksMTV Rewind: The 33,000+ Video Archive Restoring Music HistorySpace Telescope LiveZahvalniceSnimano 23.1.2026.Uvodna muzika by Vladimir Tošić, stari sajt je ovde.Logotip by Aleksandra Ilić.Artwork epizode by Saša Montiljo, njegov kutak na Devianartu

Ep 730: Ethical Broads PRIVATEWe kick off FOLLOW UP with California's AG sending a cease-and-desist to xAI over Grok generating creepy deepfakes of minors, while regulators finally notice Elon Musk's xAI datacenter illegally running methane turbines in Memphis. The FTC is also appealing its loss in the Meta monopoly case, because apparently breaking up Zuckerberg's data empire is still the hill they want to die on.IN THE NEWS, Washington joins the age-verification-for-porn parade, the UK considers an Australia-style social media ban for kids under 16, and governments everywhere continue demanding your ID before you're allowed to enjoy the internet. OpenAI rolls out age prediction for ChatGPT accounts ahead of a rumored adult mode—though hey, at least you can now group tabs in ChatGPT's Atlas browser. Anthropic rewrites Claude's “constitution” to make it more vibes-based, Nevada moves to block Polymarket because gambling is only legal when the house owns the house, and YouTube promises even more AI features in 2026. Elsewhere, a Swiss suicide pod gets an AI “mental fitness” upgrade, Microsoft's CEO begs AI developers to do something useful before the grid collapses, Musk hunts for a $134 billion payday from OpenAI and Microsoft, and makes yet more Davos predictions about robotaxis and aliens that are absolutely happening this year. On the bright side, A-list creatives push back on AI and Comic-Con bans AI art, buying humans a little more time.MEDIA CANDY finds us slogging through Wish, The Pitt, and the “Mel's Diner in Space” look of Star Trek: Starfleet Academy. We confirm 20-year-old CGI wargs still look terrible, get cautiously excited for 28 Years Later: The Bone Temple, and note that Fallout Season 2's weekly drops may not be working for a binge-rotted audience.In APPS & DOODADS, X launches Bluesky-style starter packs—presumably to help you find more Nazis—while ICE becomes one of the most-blocked accounts on Bluesky. Threads edges out X in daily mobile users, proving the “federated future” is just another Zuck app. And yes, we think we know what the Apple AI pin is—and definitely what it isn't.AT THE LIBRARY, we check out The Elements, Jet Tila's 101 Thai Dishes You Need to Cook Before You Die, Half Baked Harvest: Quick & Cozy, and Southern Living's A Southern Gentleman's Kitchen. Scott reports back from a Jim Butcher talk, where we learn Harry Dresden sounds suspiciously like Han Solo.We close with THE DARK SIDE WITH DAVE, who is juggling five podcasts while reading Going to the Top: The Story of Videopolis, plus teasers for Star Wars: Maul – Shadow Lord and a baffling Masters of the Universe trailer, a rant on what “remastered” even means anymore, a dishwasher follow-up, and the grim news that a lot of snow is coming.Sponsors:DeleteMe - Get 20% off your DeleteMe plan when you go to JoinDeleteMe.com/GOG and use promo code GOG at checkout.SquareSpace - go to squarespace.com/GRUMPY for a free trial. And when you're ready to launch, use code GRUMPY to save 10% off your first purchase of a website or domain.Private Internet Access - Go to GOG.Show/vpn and sign up today. For a limited time only, you can get OUR favorite VPN for as little as $2.03 a month.SetApp - With a single monthly subscription you get 240+ apps for your Mac. Go to SetApp and get started today!!!1Password - Get a great deal on the only password manager recommended by Grumpy Old Geeks! gog.show/1passwordShow notes at https://gog.show/730Watch on YouTube at https://youtu.be/LiwVkLKr8CoFOLLOW UPCalifornia AG sends cease and desist to xAI over Grok's explicit deepfakesElon Musk's xAI datacenter generating extra electricity illegally, regulator rulesZuck stuck on Trump's bad side: FTC appeals loss in Meta monopoly caseIN THE NEWSWashington is the latest state pursuing an age verification law for porn sitesThe UK is mulling an Australia-like social media ban for users under 16OpenAI is launching age prediction for ChatGPT accountsYou can now group tabs on OpenAI's ChatGPT Atlas browserAnthropic Updates Claude's 'Constitution,' Just in Case Chatbot Has a ConsciousnessNevada files to block Polymarket from offering ‘unlicensed wagering' in the stateYouTube CEO promises more AI features in 2026Controversial Swiss Suicide Pod Gets an AI-Powered Mental Fitness UpgradeMicrosoft CEO urges AI developers 'to get to a point where we are using this to do something useful,' or 'lose even the social permission...to generate these tokens'Elon Musk is looking for a $134 billion payout from OpenAI and MicrosoftElon Musk Sure Made Lots of Predictions at DavosA-List creatives sign up to fight AI, say it enables 'theft at a grand scale'Comic-Con Bans AI Art After Artist PushbackMEDIA CANDYWishThe PittStar Trek: Starfleet Academy28 Years Later: The Bone Temple'Fallout' Season 2's Weekly Drops May Not Be WorkingAPPS & DOODADSX is also launching Bluesky-like starter packsICE becomes one of the most-blocked accounts on Bluesky after its verificationThreads edges out X in daily mobile users, new data showsI think I know what the Apple pin is, and definitely know what it isn'tApple Developing AirTag-Sized AI Pin With Dual CamerasNot to be outdone by OpenAI, Apple is reportedly developing an AI wearableSiri's iOS 27 upgrade sounds exactly right. Apple's AI pin sounds exactly wrongAT THE LIBRARYThe Elements by John Boyne101 Thai Dishes You Need to Cook Before You Die by Jet TilaHalf Baked Harvest Quick & Cozy: A Cookbook by Tieghan GerardPestleSouthern Living A Southern Gentleman's Kitchen: Adventures in Cooking, Eating, and Living in the New South by Matt MooreTHE DARK SIDE WITH DAVEDave BittnerThe CyberWireHacking HumansCaveatControl LoopOnly Malware in the BuildingGoing to the Top: The Story of Videopolis—Part OneStar Wars: Maul - Shadow Lord | Official Teaser Trailer | Streaming April 6 on Disney+Masters of The Universe – Official Teaser TrailerCLOSING SHOUT-OUTSClassic-Era Scorpions Bassist Francis Buchholz Dies at 71See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Jakub Kraus, a Tarbell Fellow at Lawfare, speaks with Alan Rozenshtein, Associate Professor of Law at the University of Minnesota and Research Director at Lawfare, and Kevin Frazier, the AI Innovation and Law Fellow at the University of Texas School of Law, a Senior Fellow at the Abundance Institute, and a Senior Editor at Lawfare, about Anthropic's newly released "constitution" for its AI model, Claude.The conversation covers the lengthy document's principles and underlying philosophical views, what these reveal about Anthropic's approach to AI development, how market forces are shaping the AI industry, and the weighty question of whether an AI model might ever be a conscious or morally relevant being.Mentioned in this episode:Kevin Frazier, "Interpreting Claude's Constitution," LawfareAlan Rozenshtein, "The Moral Education of an Alien Mind," LawfareFind Scaling Laws on the Lawfare website, and subscribe to never miss an episode.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.

Ads are coming to ChatGPT's free and low-cost subscription tiers. We explain what they'll look like, why OpenAI is taking this approach and whether the company can court advertising dollars without compromising quality and user trust. Then, Amanda Askell, Anthropic's in-house philosopher in charge of shaping Claude's personality, joins us to discuss the company's newly released “Claude Constitution” and what it takes to teach a chatbot to be good.As a bonus, if you're interested in learning how to get started with Claude Code, you can check out our tutorial on YouTube.Guest:Amanda Askell, a member of Anthropic's technical staffAdditional Reading: OpenAI Starts Testing Ads in ChatGPTClaude's Constitution Subscribe today at nytimes.com/podcasts or on Apple Podcasts and Spotify. You can also subscribe via your favorite podcast app here https://www.nytimes.com/activate-access/audio?source=podcatcher. For more podcasts and narrated articles, download The New York Times app at nytimes.com/app.

Episode 764: Neal and Toby recap the latest from the World Economic Forum as it heads into its last day, ending with Elon Musk making his debut after publicly criticizing the conference. Then, ‘Sinners' shatters the record for most Oscar nominations. Plus, the hit show ‘Heated Rivalry' has jolted interest from newcomers into hockey. Meanwhile, Japanese toilet maker Toto has its best performance thanks to an AI upgrade. Finally, a roundup of the biggest headlines from the day.  Get your tickets for the Morning Brew Variety Show! https://tinyurl.com/MBvariety  Explore Indeed's full findings at https://www.indeed.com/2026hiringtrends Learn more about Lightspeed at https://www.lsvp.com Subscribe to Morning Brew Daily for more of the news you need to start your day. Share the show with a friend, and leave us a review on your favorite podcast app. Listen to Morning Brew Daily Here:⁠ ⁠⁠https://www.swap.fm/l/mbd-note⁠⁠⁠  Watch Morning Brew Daily Here:⁠ ⁠⁠https://www.youtube.com/@MorningBrewDailyShow⁠ This special episode is produced in partnership with Lightspeed Venture Partners. Lightspeed holds the largest early-stage AI portfolio in the world both number of companies and capital deployed, investing in 165 AI companies and deploying over $5.5 billion in AI investments. Lightspeed's invested in some of the most valuable AI companies globally, including Anthropic, Mistral AI, Glean, Reflection AI and more. Learn more about Lightspeed's recent investments in Skild AI here, and stay tuned for more exciting AI coverage on the show this week: https://www.skild.ai/blogs/series-c Learn more about your ad choices. Visit megaphone.fm/adchoices

A Micron memory chip factory in upstate New York is wrangling with local groups who want legal assurances the project will benefit the local community. Plus, YouTube plans to crack down on AI slop.But first, it's shaping up to be a big year for very big initial public offerings. Elon Musk is reportedly preparing to take SpaceX public at an anticipated valuation of around $1.5 trillion. AI companies Anthropic and OpenAI are also expected to follow suit this year.Marketplace's Meghan McCarty Carino spoke with Paresh Dave, senior writer at Wired, to discuss all these topics on this week's “Marketplace Tech Bytes: Week in Review.”

A Micron memory chip factory in upstate New York is wrangling with local groups who want legal assurances the project will benefit the local community. Plus, YouTube plans to crack down on AI slop.But first, it's shaping up to be a big year for very big initial public offerings. Elon Musk is reportedly preparing to take SpaceX public at an anticipated valuation of around $1.5 trillion. AI companies Anthropic and OpenAI are also expected to follow suit this year.Marketplace's Meghan McCarty Carino spoke with Paresh Dave, senior writer at Wired, to discuss all these topics on this week's “Marketplace Tech Bytes: Week in Review.”

Anthropic's disclosure of model drift within its Claude AI system highlights growing risks surrounding governance and ongoing alignment of artificial intelligence. The company has revised its guidelines using a “Constitutional AI” approach, aiming to instill reason-based behavior and ethical boundaries, and has openly acknowledged that an AI's internal controls may shift unpredictably over time—a concern when models are deeply embedded in business workflows. This admission places attention on governance and accountability rather than just model safety, making clear that the AI a company tests may become materially different after extended deployment, especially as personalization increases.Supporting these concerns, Anthropic's research demonstrated that large language models—including those from Google and Meta—can experience personality drift, with unintended shifts in behavior due to instability of internal control mechanisms. Google's updated AI offerings, tying personal data from Gmail and Photos to generative model responses, intensify challenges around data governance and organizational control. As vendors expand AI personalization and memory features, oversight gaps can emerge, raising questions about who retains authority over information, inference, and decision-making within automated systems.Adjacent findings indicate that the anticipated productivity gains from AI have yet to reach most enterprises. According to surveys cited by Dave Sobel, over half of CEOs report failing to realize ROI from AI investments, while frontline employees describe AI integrations as sources of friction and additional workload rather than relief. In the MSP sector, widespread adoption of “agentic” AI and digital labor is delivering financial upside for some providers, but it is also shifting operational liabilities—especially as contracts and security architectures lag behind new workflow realities.The core takeaway for MSPs and IT service providers is the necessity of reexamining control, authority, and contractual obligations in AI-enabled environments. Delegating tasks to automated agents increases exposure to unpriced and unmitigated risks if governance, liability, and monitoring mechanisms do not adapt accordingly. Effective harm reduction in this landscape requires treating workflows—not just models—as security perimeters, clarifying accountability for AI-driven actions, and ensuring that contractual and operational frameworks reflect these new sources of risk.00:00 AI Governance Moves Center Stage as Models Drift and Personalization Deepen05:08 AI Boosts Executive Productivity While Frontline ROI and Employee Experience Lag07:51 AI Exposes the Real Divide: Governance Failures vs. Effective Oversight in Government Systems10:39 MSPs Chase AI-Driven Margins, but Workflow Security and Liability Define the Real Risk This is the Business of Tech.   

While Jess is off being “Davos-famous,” the squad kicks things off with the classic California vs. New York debate. From there, it's straight into AI and VC chaos: absurd mega-seed rounds that break portfolio math, why even a great early bet like Anthropic wouldn't return a seed fund, and a revisit of Sam's view that there are only two ways to win right now—(1) have a real secret and stay capital-efficient, or (2) own the narrative. Dave flags a new “walkout culture” in AI, where executives jump ship the moment incentives shift. The crew then debates whether AI is actually shaping ideas or just polishing them (a fancy spellcheck?), why the question matters more than the answer, and how personal, computer-driving “Clawdbots” feel inevitable and maybe exactly where Apple should be headed, despite the security concerns. The episode rounds out with The Information's breaking news on Apple's AI pins, shrinking subscription moats and business-model shifts, plus detours into the New York Times' sauna-bros piece, Sam's WTF Conference protest merch, Super Bowl plans, and more.Chapters:01:00 – Hello Davos listeners!03:42 – SF vs. New York: where VC actually wins05:41 – The seed valuation "fairway" vs bloated-roads10:07 – Anthropic & OpenAI: good wins, but bad seed returns11:58 – AI founder drama: mercenary teams & narrative fundraising13:53 – Did Claude write its own constitution?15:18 – AI as spellcheck on steroids21:01 – Ralph: autonomous AI agent loop24:03 – What ClawdBot really is; symphony orchestrator26:51 – The Information breaks: Apple's AI wearable pin; are phones getting tired?29:02 – The rise of “orchestra compute” and hacked APIs31:44 – Subscription models are at risk: Whoop, Eight Sleep, Peloton, Apple41:18 – The New York Times' feature on Sauna Bros44:53 – Sam's WTF Conference merch & Montana shooting plans46:34 – Squad's Super Bowl plansWe're also on ↓X: https://twitter.com/moreorlesspodInstagram: https://instagram.com/moreorlessYouTube: https://youtu.be/AgwMFLjxQa0Connect with us here:1) Sam Lessin: https://x.com/lessin2) Dave Morin: https://x.com/davemorin3) Jessica Lessin: https://x.com/Jessicalessin4) Brit Morin: https://x.com/brit

Jaeden and Conor delve into the Anthropic Economic Index Report, which explores the impact of AI on the economy. Conor shares insights from the report, highlighting how AI usage is predominantly focused on coding and complex tasks, with significant productivity gains expected. The discussion emphasizes the importance of understanding AI's role in augmenting rather than just automating tasks, encouraging listeners to rethink how they can leverage AI to enhance their work processes. Jaeden adds his perspective on the balance between augmentation and automation, suggesting that many users are still in the experimental phase of integrating AI into their workflows.Get the top 40+ AI Models for $20 at AI Box: ⁠⁠https://aibox.aiConor's AI Course: https://www.ai-mindset.ai/coursesConor's AI Newsletter: https://www.ai-mindset.ai/Jaeden's AI Hustle Community: https://www.skool.com/aihustleWatch on YouTube: https://youtu.be/gFVOWuXk8wAChapters 00:00 Introduction to the Anthropic Economic Index Report 00:47 Key Findings on AI Usage and Productivity 04:54 Augmentation vs. Automation in AI 08:45 Personal Experiences with AI Tools 11:03 The Future of Work with AI See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

On this week's episode of The MacRumors Show, we discuss Apple's plan to turn Siri into an chatbot with iOS 27, alongside plans for new hardware such as an AI pin.Apple reportedly plans to turn Siri into a chatbot that will rival Anthropic's Claude, Google's Gemini, and OpenAI's ChatGPT later this year. Apple's chatbot will apparently be able to search the web, generate content like images, help with coding, summarize information, and analyze uploaded files.It will be able to leverage personal data on a user's device to complete tasks, and it will result in a much improved search feature. Apple is also said to be designing a feature that will let the ‌Siri‌ chatbot view open windows and on-screen content, as well as adjust device features and settings.‌Siri‌ will integrate directly into all Apple apps, including Photos, Mail, Messages, Music, and TV, and it will be able to access and analyze content in the apps to respond to queries and requests. There will be voice and typed interface options.Apple plans to power the chatbot with a custom model based on Google Gemini. It may even run on Google's servers. The ‌Siri‌ chatbot will purportedly be the key new feature in iOS 27, iPadOS 27, and macOS 27.In related news, Apple is said to be working on a small, wearable AI pin equipped with standard and wide-angle cameras to capture photos and videos, a speaker, microphones, and a physical control button. The pin is said to be similar in size to an AirTag, with a thin, flat, circular disc shape and an aluminum and glass design.This week also saw rumors that Apple's smart home hub device will tout a robotic swiveling base, with a heavy emphasis on AI features. It is expected to finally be released in the spring, following a heavily delayed launch. Start your business with Shopify and get everything you need to sell online and in person. Start today at https://www.shopify.com/mac

In this episode, we explore OpenAI's strategic leadership changes to regain enterprise market share as competitors like Anthropic surge ahead. We also discuss how key AI infrastructure partners are reaching unicorn status, highlighting the growing value of the underlying technology. Chapters 00:00 OpenAI's Enterprise Shift 00:31 AI Infrastructure Unicorns 00:44 AI's Impact on White-Collar Jobs 11:56 AI Agents for Scheduling Links • Get the top 40+ AI Models for $20 at AI Box: ⁠⁠https://aibox.ai • AI Chat YouTube Channel: https://www.youtube.com/@JaedenSchafer • Join my AI Hustle Community: https://www.skool.com/aihustle

Jim Neesen calls 2025 a "bronze medal year" for IPOs, pointing to many signs of strength with some room for improvement. As for 2026, he tells investors to brace for the year of the "mega IPO" with companies like SpaceX and Anthropic setting the stage to debut. Jim analyzes last year's public market debuts to this year's expected entrants to explains what defines a great IPO. ======== Schwab Network ========Empowering every investor and trader, every market day.Subscribe to the Market Minute newsletter - https://schwabnetwork.com/subscribeDownload the iOS app - https://apps.apple.com/us/app/schwab-network/id1460719185Download the Amazon Fire Tv App - https://www.amazon.com/TD-Ameritrade-Network/dp/B07KRD76C7Watch on Sling - https://watch.sling.com/1/asset/191928615bd8d47686f94682aefaa007/watchWatch on Vizio - https://www.vizio.com/en/watchfreeplus-exploreWatch on DistroTV - https://www.distro.tv/live/schwab-network/Follow us on X – / schwabnetwork Follow us on Facebook – / schwabnetwork Follow us on LinkedIn - / schwab-network About Schwab Network - https://schwabnetwork.com/about

Episode 763: Neal and Toby dive into the markets' reaction to Trump walking back his threats of European tariffs over Greenland during his address at the World Economic Forum in Davos. Then, Ryanair's spat with Elon Musk over Starlink has actually been good for Ryanair. Also, Amazon is building its largest physical retail store as it flirts with the big box. Meanwhile, Neal shares his favorite numbers (from Davos) on chimney sweeping, the Golden Gate bridge, and how to market time.  Grab your desktop calendar with games now! https://shop.morningbrew.com/products/2026-daily-games-desk-calendar  Explore Indeed's full findings at https://www.indeed.com/2026hiringtrends Learn more about Lightspeed at https://www.lsvp.com Subscribe to Morning Brew Daily for more of the news you need to start your day. Share the show with a friend, and leave us a review on your favorite podcast app. Listen to Morning Brew Daily Here:⁠ ⁠⁠https://www.swap.fm/l/mbd-note⁠⁠⁠  Watch Morning Brew Daily Here:⁠ ⁠⁠https://www.youtube.com/@MorningBrewDailyShow⁠ This special episode is produced in partnership with Lightspeed Venture Partners. Lightspeed holds the largest early-stage AI portfolio in the world both number of companies and capital deployed, investing in 165 AI companies and deploying over $5.5 billion in AI investments. Lightspeed's invested in some of the most valuable AI companies globally, including Anthropic, Mistral AI, Glean, Reflection AI and more. Learn more about Lightspeed's recent investments in Skild AI here, and stay tuned for more exciting AI coverage on the show this week: https://www.skild.ai/blogs/series-c Learn more about your ad choices. Visit megaphone.fm/adchoices

Apple is developing their own AI wearable, the size of an AirTag. Anthropic overhauls Claude's constitution. South Korea is the latest place to ride the AI rocket ship. And I think I know why your boss thinks AI is the solution to everything: it's the solution to all of the work THEY have to do. Apple Developing AI Wearable Pin (The Information) Anthropic rewrites Claude's guiding principles—and entertains the idea that its AI might have ‘some kind of consciousness or moral status' (Fortune) Jeff Bezos' Blue Origin launches satellite internet service to rival SpaceX, Amazon (CNBC) South Korean leader celebrates ‘Kospi 5,000' moment as stock market soars (FT) CEOs Say AI Is Making Work More Efficient. Employees Tell a Different Story. (WSJ) Learn more about your ad choices. Visit megaphone.fm/adchoices

Dario Amodei, co-founder and CEO of Anthropic, joins Joe Kernen, Becky Quick, and Andrew Ross Sorkin at the 2026 World Economic Forum. He discusses the state of the AI race, how the company is positioning itself against competition, and what's ahead for artificial intelligence in 2026. Amodei says Anthropic is largely focused on enterprise customers, which make up about 80% of its business. In this episode:Dario Amodei, @darioamodeiBecky Quick, @BeckyQuickJoe Kernen, @JoeSquawkAndrew Ross Sorkin, @andrewrsorkinCameron Costa, @CameronCostaNY Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

Welcome back to Uncanny Valley! This week, WIRED's Brian Barrett and Leah Feiger are joining the show as the new co-hosts, alongside Zoë Schiffer. And our attention has been on the drama going down in the quaint little town of Davos. Zoë tells us how at the World Economic Forum's event, major AI players like Anthropic have been the protagonists — sharing the spotlight with President Trump, who insists on invading Greenland. Brian has been looking at how ICE activity is developing across the U.S, and Leah is forcing us to think about this year's midterms because tech giants are already pouring millions into it. Plus, we dive into why OpenAI's decision to roll out ads in ChatGPT was a long time coming. Articles mentioned in this episode:  ​​Pro-AI Super PACs Are Already All In on the Midterms | WIRED  ‘I'm Witnessing a Lot of Emptiness': How ICE Uprooted Normal Life in Minneapolis | WIRED  Ads Are Coming to ChatGPT. Here's How They'll Work | WIRED  Join WIRED's best and brightest on Uncanny Valley as they dissect the collision of tech, politics, finance, and business, from Alexis Ohanian's newest tech venture to the effects of inaccurate information from artificial intelligence (AI) chatbots on social protests.  Learn about your ad choices: dovetail.prx.org/ad-choices

(0:00) Jason and Sacks welcome Microsoft CEO Satya Nadella (1:31) Future of AI copilots and agents, impact on white collar work (8:01) How Microsoft has scaled revenue and profits with flat headcount (10:50) The extreme competition in AI: Microsoft, xAI, Google, OpenAI, Anthropic (12:39) Views on diffusion, how the US tech stack can win globally (19:59) OpenAI deal, owning the IP, thoughts on open-source winning AI, Microsoft's AI stack, do they need a foundation model? (26:08) What SaaS adoption looks like in the age of AI Follow Satya: https://x.com/satyanadella Follow the besties: https://x.com/chamath https://x.com/Jason https://x.com/DavidSacks https://x.com/friedberg Follow on X: https://x.com/theallinpod Follow on Instagram: https://www.instagram.com/theallinpod Follow on TikTok: https://www.tiktok.com/@theallinpod Follow on LinkedIn: https://www.linkedin.com/company/allinpod Intro Music Credit: https://rb.gy/tppkzl https://x.com/yung_spielburg Intro Video Credit: https://x.com/TheZachEffect

Episode 762: Neal and Toby chat about the revived sentiments of “sell America” amid Trump's beef with European countries, threatening tariffs over his pursuit for Greenland. Then, the biggest names in business are in Davos and are already making headliner statements. Also, Netflix reported earnings that just squeaked by expectations, citing the toughest competition for viewers in recent years. Meanwhile, liquor sales are waning and some major alcohol companies are sitting with a glut of spirits. Finally, a wrap up of the biggest headlines from the day.  Grab your desktop calendar with games now! https://shop.morningbrew.com/products/2026-daily-games-desk-calendar  Explore Indeed's full findings at https://www.indeed.com/2026hiringtrends Learn more about Lightspeed at https://www.lsvp.com Subscribe to Morning Brew Daily for more of the news you need to start your day. Share the show with a friend, and leave us a review on your favorite podcast app. Listen to Morning Brew Daily Here:⁠ ⁠⁠https://www.swap.fm/l/mbd-note⁠⁠⁠  Watch Morning Brew Daily Here:⁠ ⁠⁠https://www.youtube.com/@MorningBrewDailyShow⁠ This special episode is produced in partnership with Lightspeed Venture Partners. Lightspeed holds the largest early-stage AI portfolio in the world both number of companies and capital deployed, investing in 165 AI companies and deploying over $5.5 billion in AI investments. Lightspeed's invested in some of the most valuable AI companies globally, including Anthropic, Mistral AI, Glean, Reflection AI and more. Learn more about Lightspeed's recent investments in Skild AI here, and stay tuned for more exciting AI coverage on the show this week: https://www.skild.ai/blogs/series-c Learn more about your ad choices. Visit megaphone.fm/adchoices

oaring RAM prices are about to hit your security gear where it hurts, and the fallout could change what's protecting your network. Find out who's about to pay and why the AI gold rush is reshaping more than just your server specs. RAM pricing to affect enterprise firewall equipment. Anthropic provides sizeable support to Python Foundation. The FTC clamps down on GM's secret sale of driving data. "ANCHOR" replaces "CIPAC" for industry-government sharing. Germany planning to legislate total access to global data. Grubhub becomes the latest ShinyHunters extortion victim. Let's Encrypt's 6-Day certs are available to everyone. Iran planning to permanently take itself off the Internet. HD Tune before and after a SpinRite Level 3 refresh. Some great listener feedback, and More trouble from GhostPoster malicious browser extensions Show Notes - https://www.grc.com/sn/SN-1061-Notes.pdf Hosts: Steve Gibson and Leo Laporte Download or subscribe to Security Now at https://twit.tv/shows/security-now. You can submit a question to Security Now at the GRC Feedback Page. For 16kbps versions, transcripts, and notes (including fixes), visit Steve's site: grc.com, also the home of the best disk maintenance and recovery utility ever written Spinrite 6. Join Club TWiT for Ad-Free Podcasts! Support what you love and get ad-free audio and video feeds, a members-only Discord, and exclusive content. Join today: https://twit.tv/clubtwit Sponsors: bitwarden.com/twit canary.tools/twit - use code: TWIT threatlocker.com/twit meter.com/securitynow joindeleteme.com/twit promo code TWIT

Thank you to our sponsor, Walrus! Crypto intelligence platform Nansen has rolled out an AI trading agent, aiming to let users complete the full trading lifecycle—from discovery to execution—within a single platform. But the move also heralds a new horizon for trading and investment, one potentially filled with interesting possibilities. In this episode of Unchained Nansen CEO Alex Svanevik unpacks what the AI agent does, the end game, the opportunities and the hurdles. Can Nansen AI do for trading what Anthropic's Claude is doing for coding? And will humans soon be able to work without being glued to a screen? Listen to find out! Guests: Alex Svanevik, Co-founder and CEO at Nansen Links: How the x402 Standard Is Enabling AI Agents to Pay Each Other GOAT: How AI Agents Talking Turned Into a $268 Million Memecoin ‘Religion' Learn more about your ad choices. Visit megaphone.fm/adchoices

Anthropic continues to project strength in the AI race. How OpenAI is rolling out ads on ChatGPT. Netflix wants to become TikTok faster than TikTok can become them. YouTube wants to have it both ways when it comes to AI. And Elon wants SpaceX to win the great IPO race of 2026. Anthropic's CEO stuns Davos with Nvidia criticism (TechCrunch) OpenAI rolls out age prediction on ChatGPT (Reuters) OpenAI Lines Up Advertisers, Reveals Key Details Ahead of Ads Launch (The Information) Netflix Is Testing Vertical Video Features For Mobile (THR) YouTubers will be able to make Shorts with their own AI likenesses (The Verge) YouTube CEO Neal Mohan's Big Ideas for 2026: More Superstar Creators and Transparency, Less AI Slop (THR) Why Elon Musk Is Racing to Take SpaceX Public (WSJ) Learn more about your ad choices. Visit megaphone.fm/adchoices

Wait.... AI can do THAT now?

Welcome to Exponential View, the show where I explore how exponential technologies such as AI are reshaping our future. I've been studying AI and exponential technologies at the frontier for over ten years.Each week, I share some of my analysis or speak with an expert guest to make light of a particular topic.To keep up with the Exponential transition, subscribe to this channel or to my newsletter: https://www.exponentialview.co/------In this episode, Peter McCrory, Head of Economics at Anthropic, unpacks the company's new Economic Index report. His team analysed millions of real Claude conversations to map exactly where AI is augmenting human work today and where it isn't. We explore the striking divergence between API and chat usage, why businesses need to extract tacit knowledge to unlock AI's potential, the "hollow ladder" risk for junior workers, and Anthropic's estimate that AI could add 1.0-1.8% to annual productivity growth over the next decade.Skip to the best parts:(00:00) Anthropic's Economic Index report(01:20) Claude's two distinct usage patterns(06:22) Examining AI's impact on the labor market(09:20) Where most businesses think too small(12:03) Why extracting tacit knowledge is so important(20:33) How do we create the next generation of experts?(23:22) Why people need to develop cognitive endurance(29:55) Long-term vs. short-term productivity(35:56) The future of human knowledge(37:46) Could AI's greatest impact go unmeasured?(41:55) How task bottlenecks have moved(46:09) Implementation resembles a staircase - not a curve(50:47) "Capability doesn't instantly deliver adoption"------Where to find me:Exponential View newsletter: https://www.exponentialview.co/Website: https://www.azeemazhar.com/LinkedIn: https://www.linkedin.com/in/azhar/Twitter/X: https://x.com/azeemProduction by supermix.io and EPIIPLUS1. Production and research: Chantal Smith and Marija Gavrilov. Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

Dan Nathan and Deirdre Bosa discuss recent advancements in AI-driven coding tools like Replit and Claude Cowork, sharing personal experiences and their potential to disrupt traditional software development. They elaborate on conversations with Amjad Masad of Replit and Aaron Levie of Box about the future of AI in software. The discussion also touches on the US-China AI rivalry, with CEOs from major tech companies urging policy support to compete with China's subsidized AI ecosystem. The conversation highlights concerns over software disruption, the impact of AI on the software market, and geopolitical implications for AI innovation. After the break, Dan chats with Gene Munster, Managing Partner at Deepwater Asset Management, discuss the current state and future trends in AI-related investments as of 2026. Gene shares his perspectives on the AI market's evolution over recent years, particularly focusing on key players like Nvidia and the dynamics around training versus inference. They talk about the impact of recent developments in coding assistants like Claude from Anthropic and its implications for the technology sector. The conversation also covers the valuation and growth prospects of major tech firms including Google, Apple, Microsoft, Amazon, and Meta, highlighting their individual strategies and market performance. The dialogue underscores a cautious optimism in the AI sector, with a focus on how technological advancements and market sentiment will influence investment decisions. Links Watch Dee's Convo with Replit's CEO: https://www.youtube.com/watch?v=GOa3SfkQ0vE Watch Dee's Convo with the CEO of Box: https://www.cnbc.com/video/2024/11/12/box-ceo-trumps-deregulation-could-spark-a-tech-supercycle.html —FOLLOW USYouTube: @RiskReversalMediaInstagram: @riskreversalmediaTwitter: @RiskReversalLinkedIn: RiskReversal Media

Today marks a year since President Donald Trump took office for a second time, and a lot has happened. Amidst all the threats to take over Greenland, the Liberation Day tariffs, and the crackdown on education, artificial intelligence development has continued to accelerate — and it's only getting faster. Over the last few months, you may have heard about Claude Code – a product of Anthropic – that makes coding incredibly easy. But the thing about Claude Code that's really cool is that it might be learning how to improve itself. So to talk more about Claude Code, what it does, and what it could do in the future, we spoke to Lila Shroff. She's an assistant editor at The Atlantic, with a focus on AI.And in headlines, President Donald Trump exchanges some heated texts with the Prime Minister of Norway, new research finds Americans are footing the bill for Trump's tariffs, and Americans in all 50 states are staging a walkout to protest the Trump administration's "escalating fascist threat."Show Notes: Check out Lila's piece – https://tinyurl.com/mr39butwCall Congress – 202-224-3121Subscribe to the What A Day Newsletter – https://tinyurl.com/3kk4nyz8What A Day – YouTube – https://www.youtube.com/@whatadaypodcastFollow us on Instagram – https://www.instagram.com/crookedmedia/For a transcript of this episode, please visit crooked.com/whataday Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

There's a new biggest name in EVs, and if you live in the US, you pretty much can't buy one. But before we get to that, we have some stuff to catch up on: The Verge's Hayden Field joins us for a round of “Big Deal Medium Deal Small Deal” with some AI news, from the launch of ChatGPT Health to the recent viral moment for Claude Code. After that, The Verge's Andy Hawkins joins the show to explain how BYD recently eclipsed Tesla as the world's largest seller of electric vehicles, what makes its cars so desirable, and when you, too, might be able to buy a Dolphin Surf. Finally, David tackles a question from the Vergecast Hotline (call 866-VERGE11 or email vergecast@theverge.com!) about giving your kids iPads instead of iPhones, and whether all screen time is created equal. Further reading: Car influencers love Chinese EVs — and China loves them back Tesla's fourth quarter sales fell a lot more than expected From Inside EVs: A Guide To BYD, The Chinese Automaker That Just Surpassed Tesla Anthropic wants you to use Claude to ‘Cowork' in latest AI agent push Anthropic shakes up C-suite to expand its internal incubator OpenAI launches ChatGPT Health, encouraging users to connect their medical records Google brings buy buttons to Gemini and AI search Grok is undressing children — can the law stop it? Google is taking over your Gmail inbox with AI Subscribe to The Verge for unlimited access to theverge.com, subscriber-exclusive newsletters, and our ad-free podcast feed.We love hearing from you! Email your questions and thoughts to vergecast@theverge.com or call us at 866-VERGE11. Learn more about your ad choices. Visit podcastchoices.com/adchoices

P.M. Edition for Jan. 20. European leaders and U.S. markets were rattled by President Trump's doubling down on his desire to take over Greenland. Plus, an AI tool called Claude Code, from Anthropic, is exciting developers and hobbyists alike as it speeds up their work. But as WSJ deputy tech editor Brad Olson tells us, it's also got some of them worried. And Netflix reports higher revenue and profit in the fourth quarter. Alex Ossola hosts. Sign up for the WSJ's free What's News newsletter. Learn more about your ad choices. Visit megaphone.fm/adchoices

Episode 761: Neal and Toby discuss the trade war brewing over in Europe as Trump indicates he wants Greenland because he was snubbed for the Nobel Peace Prize. Then, OpenAI thinks it can revolutionize the advertising space by playing ads within ChatGPT. Also, a new ‘mini-sphere' is landing in DC. Meanwhile, Toby dives into the trend of over-stated plots in Netflix content because they're thinking everyone is watching while on their phones. They're…not wrong? Finally, a wrap of headlines as we're recording from Davos!  Explore Indeed's full findings at https://www.indeed.com/2026hiringtrends Learn more about Lightspeed at https://www.lsvp.com Subscribe to Morning Brew Daily for more of the news you need to start your day. Share the show with a friend, and leave us a review on your favorite podcast app. Listen to Morning Brew Daily Here:⁠ ⁠⁠https://www.swap.fm/l/mbd-note⁠⁠⁠  Watch Morning Brew Daily Here:⁠ ⁠⁠https://www.youtube.com/@MorningBrewDailyShow⁠ This special episode is produced in partnership with Lightspeed Venture Partners. Lightspeed holds the largest early-stage AI portfolio in the world both number of companies and capital deployed, investing in 165 AI companies and deploying over $5.5 billion in AI investments. Lightspeed's invested in some of the most valuable AI companies globally, including Anthropic, Mistral AI, Glean, Reflection AI and more. Learn more about Lightspeed's recent investments in Skild AI here, and stay tuned for more exciting AI coverage on the show this week: https://www.skild.ai/blogs/series-c Learn more about your ad choices. Visit megaphone.fm/adchoices

Google about to snatch the crown… and a lot of y'all still stuck worshipping Nvidia like it's the only AI play that matter. I'm telling you right now: the market switches leaders — and when that leadership flips, it leaves people behind who don't see the shift coming.In this episode I break down why I believe Alphabet (Google) can become the #1 most valuable company, how AI chips + Gemini + YouTube + Cloud partnerships are stacking the deck, and why Nvidia still can run… but the competition is finally heavy. We also get into Apple picking Gemini, big tech power moves, Meta spending like a maniac on nuclear energy, and the 2026 IPO watchlist (SpaceX, OpenAI, Anthropic, Databricks, Stripe, Revolut, Canva — and my sleeper pick will surprise you).High-intent SEO keywords we touch naturally: Google stock, Alphabet stock, Gemini AI, Nvidia competition, AI chips, Big Tech leadership rotation, Apple Gemini deal, Google Cloud, YouTube revenue, AI investing, market leadership switching, Meta nuclear energy deal, 2026 IPOs, SpaceX IPO, OpenAI IPO, Anthropic IPO, Databricks IPO, Stripe IPO, Canva IPO, AI infrastructure stocks.Apple Picked Google Gemini. Bad News for Nvidia?Join our Exclusive Patreon!!! Creating Financial Empowerment for those who've never had it.