Podcasts about Open source

Quickshell is rising, and bringing with it a new wave of customizable Linux desktops, community-built plugins, and serious funding.Sponsored By:Jupiter Party Annual Membership: Put your support on automatic with our annual plan, and get one month of membership for free!Managed Nebula: Meet Managed Nebula from Defined Networking. A decentralized VPN built on the open-source Nebula platform that we love.Support LINUX UnpluggedLinks:Web Boost — Send us a boost via sats or USD

Eno Reyes is the co-founder and CTO of Factory, the agent-native software development platform building autonomous "Droids" for enterprise engineering teams. Factory has raised $220 million, most recently a $150 million Series C at a $1.5 billion valuation, from investors including Khosla Ventures, Sequoia Capital, 20VC, NEA, Blackstone, Insight Partners and Nvidia. Before founding Factory, Eno worked as a machine-learning engineer at Hugging Face, training, optimizing and deploying large language models for enterprise customers. AGENDA: 00:00 Are We Underestimating AI by an Order of Magnitude?  06:35 Why Can the Smartest AI Model Be the Cheapest?  18:51 Is Anthropic's Coding Business Really Worth $2 Trillion?  33:41 Will Continuous-Learning Models Help or Hurt Factory?  40:43 Will 80–90% of Neo-Labs Die in the Next 18 Months?  44:33 Should American Enterprises Work With Open-Source Chinese Models?  55:42 Must AI Founders Radically Rethink What a Great Outcome Looks Like?  1:04:30 Do Pedigree and Credentials Still Matter in AI Hiring?  1:19:17 Which Is the Biggest Threat: Claude Code, Codex, Cognition or Cursor?  1:24:20 What Seems Crazy Today but Will Be Obvious in Five Years?  

Stay informed on current events, visit www.NaturalNews.com  - Interview Decision and Upcoming Content (0:11) - First Green Electric Skid Steer (2:15) - Unbreakable Course Launch (3:44) - RT Interview on AI and Open Source (6:32) - AI and Medical Ignorance (16:52) - Open Source AI and Decentralization (23:09) - Challenges of AI Adoption (33:22) - AI Literacy and Future Trends (33:38) - Open and Closed AI Models (33:53) - AI and the Future of Work (34:10) - Fine-Tuning AI Models (34:30) - Open vs. Closed Source AI Models (34:49) - Economic and Technical Advantages of Open Source AI (85:39) - AI's Understanding of Physics and Self-Improvement (88:12) - AI's Capabilities and Future Prospects (90:43) - AI's Impact on Various Industries (92:44) - Final Thoughts and Future Prospects (95:42) Watch more independent videos at http://www.brighteon.com/channel/hrreport  ▶️ Support our mission by shopping at the Health Ranger Store - https://www.healthrangerstore.com ▶️ Check out exclusive deals and special offers at https://rangerdeals.com ▶️ Sign up for our newsletter to stay informed: https://www.naturalnews.com/Readerregistration.html Watch more exclusive videos here:

On today's show Ben and Andrew begin with initial reactions to Meta's settlement with 29 states, including behavioral remedies that will impose restrictions on teens using Facebook and Instagram. From there: Reactions to a report that Nvidia is set to acquire HuggingFace, including why a robust open source ecosystem looks increasingly urgent for Nvidia, and why OpenAI's surprisingly impressive jalapeño chip underscores the point. At the end: Netflix pivots from a longstanding refusal to funnel customers to rivals, F1's declining ratings on AppleTV, ESPN abandons the bottom line for college football, Stanley Druckenmiller uses AI for his Wall Street Journal op ed, a vibe coding question (and more adventures with Ben's over-engineered psychosis), a coffee pot question, parameter sizes and the mysteries of model performance, and a hurling PSA yields an appreciation for various sports on TV.

Welcome to The Daily Wrap Up, an in-depth investigatory show dedicated to bringing you the most relevant independent news, as we see it, from the last 24 hours (8/27/26). As always, take the information discussed in the video below and research it for yourself, and come to your own conclusions. Anyone telling you what the truth is, or claiming they have the answer, is likely leading you astray, for one reason or another. Stay Vigilant. !function(r,u,m,b,l,e){r._Rumble=b,r[b]||(r[b]=function(){(r[b]._=r[b]._||[]).push(arguments);if(r[b]._.length==1){l=u.createElement(m),e=u.getElementsByTagName(m)[0],l.async=1,l.src="https://rumble.com/embedJS/u2q643"+(arguments[1].video?'.'+arguments[1].video:'')+"/?url="+encodeURIComponent(location.href)+"&args="+encodeURIComponent(JSON.stringify([].slice.apply(arguments))),e.parentNode.insertBefore(l,e)}})}(window, document, "script", "Rumble");   Rumble("play", {"video":"v7ckebo","div":"rumble_v7ckebo"}); Source Links (In Chronological Order): Smoke and Mirrors - YouTube (17) The Last American Vagabond on X: "Derrick and I just recorded Episode 2 of the Open Source podcast for Unlimited Hangout. We focused on Whitney's 2021 article on the Israeli spyware company #Toka. Watch for it on UH channels. https://t.co/SRC8RbapKL" / X New Tab (21) Glenn Beck on X: "UPDATE: THE LAKE AMERICA TROLL JUST BECAME AN EXECUTIVE ORDER" / X Trump signs order to rename Lake Ontario 'Lake America' amid Canada trade war (17) Dr. Simon on X: "Four months later, the Epstein Files still have vanished from the conversation, as if one of the biggest scandals in American and Israeli politics never happened." / X New Tab Controlled Political Leak Pipeline Exposed, Trump's Mystery Beef & The Control Grid Materializes (21) Daniel McAdams on X: "Just like Tulsi told him not to attack Iran. Point is, Trump just doesn't care." / X USDA recalls 30,000 pounds of Argentine beef sold in Texas and Florida Further Ensuring Affordable Beef for the American Consumer – The White House EDC's Are Not Conspiracy Theory, Hotez Meltdown, Lab-Grown Meat, Your Dark AI-Modulated Future Israel's Redefine Meat serves up plant-based whole cuts of beef | Reuters Robert Kadlec Claims "Vaccine Research" Caused COVID, Tick Bioweapons & Vaccines To Stop Meat Eating New Tab (17) The Last American Vagabond on X: "For those who have not yet noticed, this is NOT Wikileaks. This is a malicious account trying to manipulate people." / X US11107588B2 - Methods and systems of prioritizing treatments, vaccination, testing and/or activities while protecting the privacy of individuals - Google Patents Compulsory moral bioenhancement should be covert - PubMed Google & Oracle to Monitor Americans Who Get Warp Speed's Covid-19 Vaccine for up to Two Years New Tab The Anarchism Solution, Trump's Gavi Lie, FBI Manufactures Another Plot & US Military Censorship (21) MintPress News on X: "Activists Exposed An IDF Soldier Who Was Posing In Kuffiyeh At Columbia University He was exposed as a Sergeant that participated in the Gaza genocide. According to reports he was telling people he was a Hamas fighter & showing October 7 footage, attempting to trick people and https://t.co/LMdT8vEKiv" / X (17) GenXGirl on X: "Don't worry Israel, he will be on a flight back to you shortly." / X The Violent Crime Story Missing From the Transgender Prison Lawsuit - NH Journal Senior Israeli official flees US following arrest over paedophilia | Middle East Eye New Tab (21) Optimus on X: "@DougAMacgregor @_whitneywebb Below the in the interview @_whitneywebb explains it all. How israeli firms control the water system, electrical grid, nuclear facilities and other infrastructure. But why would israeli companies have contract with US critical infrastructure? Sometimes AI does come in handy https://t.co/Mx9lYinZpH" / X She's EXPOSING the WEF false flag coming in 2024, Journalist Whitney Webb | Redacted - YouTube New Tab Trump Order Aims to Block Foreign Backdoors in US Power Grid Gear - SecurityWeek Fact Sheet: President Donald J. Trump Declares a National Emergency to Secure America's Bulk-Power System – The White House Declaring a National Emergency to Secure the United States Bulk-Power System – The White House6) (21) Grok / X Countries with biggest political cyberattacks launch share 2026 | Statista Trump Makes It Easier For Foreign Governments To Secretly Operate US Companies The Unit That Ate Cybersecurity: From Stuxnet to a $32 Billion Exit, How Israel's 8200 Became the Backbone of Global Cyber Defense — and a 'Critical' Threat | Breached.Company Trump Creates State-Backed Private Cyberattack Force Trump Deputizes Private Companies for Offensive Cyber Strikes Against Foreign Criminals Palantir Partners w/ Major News Orgs To Use Your Data As "Actionable Intelligence" Army embeds active-duty PSYOPS soldiers at local TV stations - Yahoo Sports Justice Department records confirm PROMIS scandal's ties to Israel • MuckRock Israel accused of planting mysterious spy devices near the White House - POLITICO Israeli NSO Spyware Found on Phones of U.S. State Department Officials - Israel News - Haaretz.com SignalGate Meets WordPress: Outgoing National Security Adviser's Phone Dumps Messages via Israeli App - UNICORN RIOT State Dept Revealed To Be Using Israeli Intelligence-Linked Chat App Involved In Trump Admin Hack Shady Companies With Ties to Israel Wiretap the U.S. for the NSA | WIRED Ice obtains access to Israeli-made spyware that can hack phones and encrypted apps | ICE (US Immigration and Customs Enforcement) | The Guardian (17) The Last American Vagabond on X: "Well this is Shlomi Lior, Algorithm & Systems Engineer for Flock, and he spent 7 years with Israeli Military Intelligence before ending up with Flock. https://t.co/JY2Es2eDLn https://t.co/4Bvyo4u1Eg" / X Israeli Firm Plans Expanding Its Deployment of Video-Altering Tech | Truthout New Tab Meet Toka, the Most Dangerous Israeli Spyware Firm You've Never Heard Of Meet Toka, the Most Dangerous Israeli Spyware Firm You've Never Heard Of a16z-backed Toka wants to help US agencies hack into security cameras and other IoT devices | TechCrunch Toka Deepens Engagement with U.S. and Allied Government Partners, Names Gregg Smith CEO | Toka JEHhjLPyZOvyEuX_.mp4 The Prince and The Spy - The Last American Vagabond Trump Makes It Easier For Foreign Governments To Secretly Operate US Companies (17) International Cyber Digest on X: "‼️ BREAKING: Blackwater founder Erik Prince launched a company selling air defense by subscription to protect data centers, military bases, shipping lanes and refineries. The founder has launched Vectus Air Defense Systems — jammers, cannons and interceptors sold as-a-service to https://t.co/yvOp6J8ZSN" / X The founder of the American private military company Blackwater, Eric Prince, has created a company that will offer air defense by subscription, writes Axios - Pravda USA Erik Prince and Swarmer Announce Formation of Vectus Air Defense Systems - Swarmer Israel Expands Cooperation with Ukrainian Drone Manufacturers for Defense Collaboration - Oj Nigeria is the second most targeted country in Africa for cyber attacks. Most business owners are still not taking it seriously - Businessday NG Nigeria's Cybersecurity Reckoning: The Breach Wave and the Council Racing to Catch Up The State Of Data Protection In Nigeria | Web Security Lab Chile suffered 27.6 billion cyberattack attempts in 2024 - Mundo en Línea 8 months after the cyber attack on GTD parent company of Telefónica del Sur: The consequences of the impact – Hour12 Entel Digital report warns of rise in ransomware, data leaks and cyberespionage in 2025 | Financial Journal AUMENTO CRÍTICO DE RANSOMWARE EN CHILE Revealed: leak uncovers global abuse of cyber-surveillance weapon | Surveillance | The Guardian Meet the Spyware Companies Preparing to Unleash Their Tech During Trump's 2nd Term Israeli Spyware Firm NSO Group Found Liable for Hacks of WhatsApp Users Trump Releases White House App With Dangerous Spyware & Israeli Spyware's Quiet Comeback Under Trump Smartphones Worldwide Silently Infected With Israeli Spyware & The "Peace President" War State Peter Thiel-Funded Company Anduril to Triple the Number of Autonomous Surveillance Towers Along the US-Mexico Border Oracle and the Rise of the AI Surveillance State Under Trump The Technocratic Trump Administration New Tab (17) Ben Norton on X: "Bombshell: a former electoral counselor in Honduras has published leaked recordings proving his country's 2025 election was stolen. The US helped put in power far-right politician Nasry "Tito" Asfura, who is closely linked to drug trafficking. Trump personally interfered in" / X HondurasGate & The Technocratic Takeover Of South America The Technocratic Regime Change: Under The Guise Of Freedom Technocrats Are Slowly Taking Control Trump & The Zionist/Globalist Technocrats Are Building Your New Society Whether You Like It Or Not The Network State Coup And The Engineered Transition To "Tech Zionism" The Israeli Election Interference and Psychological Operation Industrial Complex Revealed: the hacking and disinformation team meddling in elections | Technology | The Guardian Erik Prince wants to sell you a "secure" smartphone that's too good to be true | MIT Technology Review   Bitcoin Donations Are Appreciated: www.thelastamericanvagabond.com/bitcoin-donation (3FSozj9gQ1UniHvEiRmkPnXzHSVMc68U9f)

Switches in your ceiling, AI affecting interest in things, Commodore Phone and more... NOTES This episode of BSDNow is brought to you by Tarsnap and the BSDNow Patreon Headlines How you wind up with switches above your office's false ceiling On AI News Roundup Attempting to reproduce the missing etcmerge from 15.0 to 15.1 upgrade Commodore is releasing a flip phone running Sailfish OS! Why a Flip Phone? $399 - $640 preorder BSD Make extravaganza HardenedBSD June / July 2026 Status Report MidnightBSD 4.0.7 RELEASE Tarsnap This weeks episode of BSDNow was sponsored by our friends at Tarsnap, the only secure online backup you can trust your data to. Even paranoids need backups. Send questions, comments, show ideas/topics, or stories you want mentioned on the show to feedback@bsdnow.tv Join us and other BSD Fans in our BSD Now Telegram channel

In this episode of The New CISO, host Steve Moore welcomes Sherri Douville for a conversation that sits outside the show's usual lane — less war story, more blueprint. Sherri works alongside CISOs rather than inside the role, and arrives with a pointed argument about what the job is becoming.She starts with why TTIC exists. IEEE UL 2933 gave healthcare a full-stack standard for clinical IoT device and data interoperability, but a standard on paper does nothing until it is adopted, implemented, and maintained. Getting there in a high-reliability industry means pulling in CIOs, CISOs, physicians, and engineers — and, Sherri admits, negotiating turf wars with bodies who assume you have come for their territory.Then the headline: how to make security cool. Sherri's answer starts with visibility — getting CISOs onto stages, onto podcasts, and into print in front of clinical leadership. Underneath it is a claim about trust. In healthcare, trust is the core of the business rather than an adjacent concern, which makes the CISO its natural steward. With AI pushing trust to the center of every industry, she argues that is the opening to become the rock star of the C-suite.Steve raises a banking CISO's framing of AI as a curious seven-year-old with a gun. Sherri pushes back on the spot: her analogy is the gifted teenager — capable, resource-hungry, and badly in need of direction. That leads to her real thesis. Scarce expertise used to carry economic value, and AI is rapidly compressing the worth of expert analysis. What appreciates instead is judgment, authority, execution, verification, organizational integration, and ownership of the outcome. Executives do not want more reports; they want the security problem to go away without adding coordination burden.The last stretch turns practical. Sherri walks through running Exabeam's open-source Praxen against Medigram's own code — painless to run, with remediation effort scaling to whatever standard you are chasing — and pairs it with Observra for continuous runtime telemetry. She closes on why it matters: when systems go down in a hospital, the real damage is not the outage hour but the fortnight of delays, miscommunications, and pile-up that follows for clinicians and patients.Key TopicsWhy standards bodies stall at adoption, not authorshipMaking security “cool”: visibility, stages, and executive presenceTrust as the core of the business in high-reliability industriesThe gifted teenager vs. the curious seven-year-old with a gunJudgment, authority, execution, verification, integration, ownershipSelective depth and the player-coach executiveRunning Praxen pre-deployment; Observra for runtime telemetryWhat a healthcare outage really costs, 14 to 20 days outGuest BioSherri Douville is CEO and Architect of Medigram and Founder and Chair of the Trustworthy Technology & Innovation Consortium (TTIC). She co-chairs the Trust subgroup of IEEE UL 2933 (TIPPSS), the standard for trust in clinical IoT. Medigram builds and operates Darwin, a governed AI decision platform whose agentic fleet runs in production and writes a sealed governance record at the moment of every agent action — an auditable trail for counsel, courts, insurers, and credit rating agencies. Sherri spent over a decade at Johnson & Johnson across a dozen disease states before physician leaders pulled her into healthcare IT and AI. She calls herself an accidental technologist: a domain expert who got into the code, logging 200 GitHub commits across June and July.GET A DEMO:

Anish Acharya joins Jen Kha to break down the next frontier of AI, from the evolving model landscape and open-source AI to why the application layer, and consumer AI in particular, may be entering a new phase. Anish explains why he believes there will be multiple winners at the model layer, why traditional moats like network effects, scale, and brand still matter, and how companies can choose between frontier and open-weight models depending on the economics of the task. They also explore why models are increasingly specializing, and how applications can combine different types of intelligence to create products that are more valuable than any single model. The conversation then turns to consumer AI: personal agents that can shop and manage your inbox, coding tools enabling a new generation of small businesses, and why Anish thinks we're seeing a renaissance for consumer builders. They also discuss the changing economics of AI software, the rise of "luxury software," and why the biggest risk for today's founders may no longer be thinking too big, but thinking too small. Stay Updated:Find a16z on YouTube: YouTubeFind a16z on XFind a16z on LinkedInListen to the a16z Show on SpotifyListen to the a16z Show on Apple PodcastsFollow our host: https://twitter.com/eriktorenberg Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see a16z.com/disclosures. Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

Topics covered in this episode: Web UIs for your reverse proxy Wagtail 8.0 is hot off the presses RISC-V is now officially supported by CPython Django's annual releases make every version an LTS Extras Joke Watch on YouTube About the show Sponsored by Logfire from Pydantic: pythonbytes.fm/logfire Connect with the hosts Michael: Mastodon / BlueSky / X / LinkedIn Calvin: Mastodon / BlueSky / X / LinkedIn Show: Mastodon / BlueSky / X Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Tuesday at 7am PT. Older video versions available there too. Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Michael #1: Web UIs for your reverse proxy Traefik, nginx, and Caddy all sit in front of a lot of self-hosted infrastructure, and all three are configured by hand-editing files. Three active projects put a control plane on top: Traefik Manager (Python + Flask), Nginx UI (Go + Vue), and caddy/ui (React + Node). All three are additive rather than replacements - none of them take ownership of your config away from you - which is the part that matters when the thing has write access to production routing. Traefik Manager is the Python one: Flask 3.1 and Gunicorn for the control plane, a lightweight Go agent for remote instances, currently v1.10.0 with an Android companion app. Nginx UI is a single Go binary at 11.3k stars, with a block-style config editor, an Ace editor doing LLM completion on nginx syntax, and an MCP server so agents can drive it. caddy/ui runs as two containers next to your existing Caddy, reads and writes your Caddyfile directly, and uses Caddy's /adapt API to validate before reload - no Docker socket required. Each one edits the config the underlying server already reads, so your files stay the source of truth and you can drop the UI without unwinding anything. Undo is a first-class feature across all three - timestamped backups with optional Git history, config version compare and restore, Caddyfile snapshots with one-click rollback. Observability is where they diverge: Traefik Manager does CrowdSec and a visual route map, Nginx UI does server metrics, caddy/ui streams access logs over SSE and pulls p50/p95/p99 off Caddy's Prometheus endpoint. Maturity spread is wide - Nginx UI has 11.3k stars, caddy/ui has 4 and was built in a single Claude session - and caddy/ui ships with auth off by default, so set CADDY_UI_USER and JWT_SECRET before it goes anywhere near a public interface. Calvin #2: Wagtail 8.0 is hot off the presses Link: https://github.com/wagtail/wagtail/releases/tag/v8.0 Custom base page models are now supported, so projects aren't locked into subclassing Wagtail's Page as shipped (Matt Westcott). New v3 REST API handles both read and write CMS operations, a first for Wagtail's API. A global registry for permission policies, plus full customizability for the remaining page views via PageViewSet. AVIF and WebP images are no longer auto-converted to PNG by default, a real behavior change to watch on upgrade. Five security fixes: page admin API restrictions, document identification by SHA1 hash, descendant collections in the Documents/Images API, snippet copy permissions, and the page translation endpoint. Formalized Django 6.1 support, and CI now runs on uv with a lockfile. Sponsor: Logfire from Pydantic Your AI agent failed at 2am. Was it the model? A tool call? The database? Most observability tools can't tell you, because they only see part of your stack. Pydantic Logfire sees all of it. One trace across your agents, LLMs, APIs, and database. Down to the infrastructure: services, Kubernetes, and hosts. It's built on OpenTelemetry, with SDKs for Python, TypeScript, and Rust, and it works with any OTel-compatible language. Every prompt, token count, and cost, right next to your vector searches and API calls. You query everything with Postgres-compatible SQL. And so can your coding agent, through the Logfire MCP server. Stop guessing. Read the trace. Pydantic Logfire. AI, it's still just engineering. Visit pythonbytes.fm/logfire today and sign up today. Get 10M records free every month, no card required. You can even click “Onboard with your coding agent” to copy a prompt to have claude or codex integrate Logfire into your app. Thanks to Pydantic for supporting the show. Calvin #3: RISC-V is now officially supported by CPython Link: https://blog.python.org/2026/08/riscv-now-officially-supported/ CPython added RISC-V as a tier 3 platform under PEP 11, specifically the 64-bit Linux target riscv64-unknown-linux-gnu. RISC-V is an open ISA anyone can implement, unlike x86 and ARM, and its market is projected to quadruple by 2032. The RISE Project donated real RISC-V machines for buildbots; the author's work was funded by a Sovereign Tech Agency fellowship. What changes: the port is now a maintained compatibility target, so CPython changes are less likely to quietly break it. What doesn't: no python.org installers, no binary wheel parity for native extensions. Next up: RISC-V runners in CPython CI for pre-merge feedback, then a push toward tier 2, plus architecture-specific optimizations. The ask is testing. If you have RISC-V hardware, build CPython, run your test suite, file what breaks. Tier 3 is the weakest support tier. PEP 11 tier 3 requires a core developer contact and a buildbot, but failures on tier 3 platforms explicitly do not block a release. Saying "ongoing CI/testing expectations" oversells it. The honest bit is "someone is now on the hook for it, and breakage gets noticed," not "it's guaranteed working." Worth the caveat that this is Linux SBCs, not microcontrollers. A VisionFive 2 counts, an ESP32-C6 or Pico 2 does not. Those are 32-bit non-Linux parts where MicroPython is still the answer. Michael #4: Django's annual releases make every version an LTS Starting with Django 2028, Django will move to one January feature release per year, adopt calendar-based version numbers, and support every release for three years. The old distinction between standard and LTS releases disappears, giving teams a predictable annual upgrade path that aligns more closely with Python's own release and support cadence. Every Django release becomes the safe, long-supported choice, so teams no longer need to wait for a specially designated LTS version or absorb two years of changes at once. Each release gets one year of mainstream bug fixes followed by two years of security and data-loss fixes. New releases support the three latest Python versions and add the next Python release during their first year. Calendar versioning begins with Django 2028, followed by Django 2029 and so on. Three Django versions will be supported at any time, giving third-party packages a clearer rolling target. Nothing changes before 2028, and existing commitments for Django 5.2 LTS and 6.2 LTS remain in place. Extras Calvin: The Python docs now document the time complexity of built-in types https://docs.python.org/3.16/library/time-complexity.html Thinking in Python - Bruce Eckel's free book https://thinkinginpython.com/ Michael: prune_uv_pythons.py - Prune uv-managed Python installs, keeping only the newest patch per minor version Runs automatically in my system “upgrade” script: upgrade-output-2026.png Started using Ollama cloud models for my Hermes assistant. Thanks to Jeff Triplett I learned they are not just local models. Joke: The Tao of Programming - Book Seven: Corporate Wisdom

Syncthing saves the day in an unexpected way, and we dig into what's new in Linux 7.2.Sponsored By:Jupiter Party Annual Membership: Put your support on automatic with our annual plan, and get one month of membership for free!Managed Nebula: Meet Managed Nebula from Defined Networking. A decentralized VPN built on the open-source Nebula platform that we love.Support LINUX UnpluggedLinks:Web Boost — Send us a boost via sats or USD

Martin Casado joins MTS hosts Theo Jaffee and Sophia Dew to unpack where value is actually accruing in AI, why this technology cycle looks fundamentally different from previous waves, and whether the frontier labs will ultimately capture most of the market. Martin explains why AI has turned venture into a scale-up capital game, where small teams can productively deploy extraordinary amounts of money, and why the relationship between capital, innovation, and growth has never been tighter. He lays out the case both for and against the frontier labs dominating AI, the role of open-source and specialist models, and why applications are increasingly capturing more value. The conversation also explores model routing, AI economics, founder-market fit, and why Martin believes this may be the biggest unlock of wealth he's seen since the 1990s.   Resources: Follow Martin Casado on X: https://x.com/martin_casado Follow Theo Jaffee on X: https://x.com/theojaffee Follow Sophia Dew on X: https://x.com/sophiadew Follow MTS on X: https://x.com/mtslive Stay Updated:Find a16z on YouTube: YouTubeFind a16z on XFind a16z on LinkedInListen to the a16z Show on SpotifyListen to the a16z Show on Apple PodcastsFollow our host: https://twitter.com/eriktorenberg Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see a16z.com/disclosures. Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

Jerry Murdock is the Co-Founder of Insight Partners, which manages over $90 billion in assets. Jerry personally backed companies including Twitter, Nest and Docker, while Insight's portfolio includes giants such as Shopify, Wiz and monday.com. Across three decades, Insight has helped produce 55+ IPOs and become one of the most powerful technology investment firms in the world.  AGENDA: 00:00 — Is the AI Bubble About to Burst? 11:00 — Will Half of All Neoclouds Disappear Within 36 Months? 13:00 — Can Open Source Models Actually Beat OpenAI and Anthropic? 22:00 — Are We Entering the Golden Age of Cybersecurity Attacks? 32:00 — Have AI Valuations Completely Lost Touch With Reality? 42:00 — Is AI About to Wipe Out an Entire Generation of SaaS & Private Equity? 47:00 — Should We Ban U.S. Chips From Being Exported to China? 48:00 — Should We Be Fearful of Open-Source Chinese Models? 49:00 — Will Continuous Learning Kill Every AI Model We Use Today? 53:00 — Why Microsoft Remains a Mega Buy 56:00 — Which Mag 7 Giant Would You Short — and Is Apple's AI Strategy a Disaster?  

This Week In Startups is made possible by: Superhuman https://Superhuman.com Sentry https://sentry.io/twist Lightfield https://lightfield.app Today's show: Jason's been saying it for years now (and we've got an All In clip from 2023 to prove it). Open source will win the AI race. This week gives us a major evidence point, as $11B legal AI company Harvey released its own in-house model, trained on an open-weight Kimi K3 base. Harvey made a proprietary specialized solution without having to risk sharing its precious expert-compiled data with the major frontier labs. PLUS we're checking out the FREE AI dictation app Willow with co-founder Allan Guo, and finding out how he plans to compete with giants like Wispr Flow and Apple. AND we've got the Stanford student who built an automated golf cart and gave luminaries like Jensen Huang and Sam Altman rides around campus. Guests Allan Guo on X: https://x.com/_allanguo Willow: https://willowvoice.com/ Ethan Goodhart: https://x.com/EthanGoodhart Sign up for the Wind TestFlight: https://testflight.apple.com/join/zZqmhhwf Relevant Links CNBC: OpenAI "will be a public company in 2027": https://www.cnbc.com/2026/08/19/open-ai-ipo-timing-2027-friar.html OpenAI Zero Data Retention Pledge: https://openai.com/index/our-commitment-to-zero-data-retention TWIST (June 2026): Jason comments on OpenAI and training data: https://youtu.be/o3eow1nTrcI?si=orungk7OmplOuyio&t=742 All In podcast (Feb 2023): Jason comments on open source vs. frontier models: https://youtu.be/PVgBWV2bvLs?si=j6y7sHS0wx9q09oa&t=5173 Harvey: https://www.harvey.ai/ Harvey Tenet Research Preview: https://www.harvey.ai/blog/post-training-update-harvey-tenet Fireworks AI: https://fireworks.ai/ Wispr Flow: https://wisprflow.ai/ Pipedrive: https://www.pipedrive.com/ Nvidia Jetson Thor: https://www.nvidia.com/en-us/autonomous-machines/embedded-systems/jetson-thor/ OpenAI shares Wind golf cart clip: https://www.tiktok.com/@openai/video/7645336713472134431 Starlink Mini: https://starlink.com/mini-product-us?srsltid=AfmBOorzM7arxhdzYAdDpH6RGD4LLg9WV_BFnEoLuYieuHuGSCjQTE1Y Toro mowers: https://www.toro.com/ 404 Media: https://www.404media.co/ Punchbowl News: https://punchbowl.news/ Semafor: https://www.semafor.com/ Skift: https://skift.com/ Newcomer: https://www.newcomer.co/ Deirdre Bosa on YouTube: https://www.youtube.com/@deebosa Electrek: Genesis GV90 review: https://electrek.co/2026/08/20/genesis-gv90-luxury-coach-doors-images/ Toyota Alphard gallery: https://global.toyota/en/mobility/toyota-brand/gallery/alphard.html The Clash "London Calling" video: https://www.youtube.com/watch?v=EfK-WX2pa8c Timestamps: 0:00 What is Jason's Grok Bot up to? 5:17 Systems over goals 9:43 Superhuman - Superhuman Go is an AI chat that's always there when you need it, already aware of what you're doing, and doesn't ask you to start from zero. Sign up to get the best in AI at https://Superhuman.com 13:08 OpenAI will go public soon 14:19 Top line ARR matters way less than churn 20:43 Sentry - Your team should be focused on shipping features — not chasing down bugs. New users can get $240 in free credits when they go to https://sentry.io/twist and use the code TWIST 29:55 Lightfield - Name one person who's ever enjoyed updating a CRM. Exactly. Lightfield's AI agent does it for you — it even prospects and books your meetings. Used by thousands of startups. Free at https://lightfield.app 30:52 Harvey launches Tenet 34:32 "Open source is going to win it all" 35:58 Allan Guo of Willow joins 39:18 Managing a single source of truth across a team 47:00 Lon and Jason love the Toyota Alphard 51:00 Stanford student and AV expert Ethan Goodhart joins 1:00:09 How Ethan got Jensen Huang to go for a ride 1:00:37 Punk Rock 101 1:06:24 Phoebe Gates' secret Harvard class Subscribe to the TWiST500 newsletter: https://ticker.thisweekinstartups.com Check out the TWIST500: https://www.twist500.com Subscribe to This Week in Startups on Apple: https://rb.gy/v19fcp   Follow Lon: X: https://x.com/lons   Follow Jason: X: https://twitter.com/Jason LinkedIn: https://www.linkedin.com/in/jasoncalacanis   Check out all our partner offers: https://partners.launch.co/   Great TWIST interviews: Will Guidara, Eoghan McCabe, Steve Huffman, Brian Chesky, Bob Moesta, Aaron Levie, Sophia Amoruso, Reid Hoffman, Frank Slootman, Billy McFarland   Check out Jason's suite of newsletters: https://substack.com/@calacanis   Follow TWiST: Twitter: https://twitter.com/TWiStartups YouTube: https://www.youtube.com/thisweekin Instagram: https://www.instagram.com/thisweekinstartups TikTok: https://www.tiktok.com/@thisweekinstartups Substack: https://twistartups.substack.com

Home Assistant Setup, OpenBSD Updates, Wine 11.14, and more... NOTES This episode of BSDNow is brought to you by Tarsnap and the BSDNow Patreon Headlines My Home Assistant Setup Huge!!! OpenBSD Updates WPA3 support coming to OpenBSD Game of Trees 0.127 Released OpenBSD relayd(8) adds ECDSA support with CA engine code from smtpd(8) httpd(8) gains support for custom HTTP headers LLVM toolchain coming to OpenBSD/sparc64 Call for testing: OpenBSD vmm(4)/vmd(8) fd-ification News Roundup Wine 11.14 Brings New WoW64 Mode to FreeBSD I Built a FreeBSD Cloud to Use with FreeBSD How Unix Spell Ran in 64kB RAM Tarsnap This weeks episode of BSDNow was sponsored by our friends at Tarsnap, the only secure online backup you can trust your data to. Even paranoids need backups. Feedback/Questions Tyler - IPv6 Question Reese - WebZFS Send questions, comments, show ideas/topics, or stories you want mentioned on the show to feedback@bsdnow.tv Join us and other BSD Fans in our BSD Now Telegram channel

Topics covered in this episode: Python 3.12.14, 3.11.16, 3.10.21 - security releases Codeberg's AI-code ban tests its role as a GitHub alternative Brett Cannon: what's missing for reproducible builds on PyPI nothing records the source code a distribution came from. direct_url.json captures it when you install from a repo or archive, so the fix is putting the same info in sdist/wheel metadata. recording the build tools. Wheels can already do this via PEP 770 SBOMs in .dist-info/sboms/ - sdists can't, since they're a tarball plus a precalculated PKG-INFO with nowhere to hang extra metadata. Either "don't use sdists" or an sdist v2. Extra extra extra, hear all about it Extras Joke Watch on YouTube Sponsored by Logfire from Pydantic pythonbytes.fm/logfire This episode is brought to you by Pydantic Logfire. It's observability for AI apps from the team behind Pydantic - agents, LLMs, APIs, database, and infrastructure in a single trace, queried with Postgres-compatible SQL. Your coding agent can query it too, through their MCP server. I'll tell you more later. Connect with the hosts Michael: Mastodon / BlueSky / X / LinkedIn Calvin: Mastodon / BlueSky / X / LinkedIn Show: Mastodon / BlueSky / X Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Tuesday at 7am PT. Older video versions available there too. Finally, if you want an artisanal, hand-crafted digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Calvin #1: Python 3.12.14, 3.11.16, 3.10.21 - security releases https://blog.python.org/2026/08/python-31214-31116-31021/ Source-only security releases for the three branches now in security-fix-only mode; release team blamed the European solar eclipse for the timing. tarfile hardening. Multiple path-traversal bypasses of the data filter closed, including a symlink escape that bypassed the CVE-2025-4330 fix; extract() now applies the filter to link targets too. Four fresh CVEs: CVE-2026-2297 (SourcelessFileLoader not using io.open_code() for .pyc), CVE-2026-4224 (expat crash on deeply nested content models), CVE-2026-3644 (control chars in http.cookies.Morsel), plus the completed CVE-2021-4189 fix in ftplib.ftpcp. Quadratic-complexity DoS cleanup across the stdlib: HTMLParser, configparser regexes, unicodedata.normalize(), csv.Sniffer.sniff(), and ElementTree XPath index predicates. Header/injection fixes: CR/LF rejected in HTTPConnection.set_tunnel(), control chars blocked in wsgiref.handlers status, and webbrowser now rejects leading dashes (plus a %action prefix bypass). http.client now caps chunked trailer lines and 1xx interim responses at 100 each - a hostile server could previously hang the client forever despite a socket timeout. Memory-safety odds and ends: stale pointers in lzma/bz2/zlib decompressors after MemoryError, a bz2 stack overflow on reuse-after-error, and bundled libexpat bumped to 2.8.3. If you're still on 3.10, 3.11, or 3.12 - and you extract tarballs from anywhere you don't fully control - this one's not optional. Michael #2: Codeberg's AI-code ban tests its role as a GitHub alternative Armin's article “Codeberg Divides” Armin Ronacher argues that Codeberg's new terms, which prohibit projects mostly written with generative AI, create a vague and difficult-to-enforce boundary. His larger concern is that a democratically governed host can still be unpredictable or ideologically narrow, weakening Codeberg's potential as a broad European alternative to GitHub. The strongest question for Python developers is whether repository hosting should judge legal open source by how code was produced, or focus on behavior and resource abuse. “Mostly generated” is hard to measure in modern codebases where developers mix handwritten code, completions, agents, and generated refactors. Ronacher suggests clearer alternatives: ban all LLM involvement, or target autonomous repository spam, abusive resource use, and low-quality generated contributions directly. Codeberg is free to choose a values-driven community, but that may conflict with being predictable, neutral infrastructure and a serious GitHub competitor. Worth discussing: can open-source communities set meaningful AI boundaries without driving maintainers and projects into opposing camps? Very first search for these terms lands on this page. Codeberg looked like a viable alternative. … Unfortunately, the latest update to its terms of service seems to mark a first step in changing one part I moved there for, namely the “freedom” part. Sponsor: Logfire from Pydantic Your AI agent failed at 2am. Was it the model? A tool call? The database? Most observability tools can't tell you, because they only see part of your stack. Pydantic Logfire sees all of it. One trace across your agents, LLMs, APIs, and database. Down to the infrastructure: services, Kubernetes, and hosts. It's built on OpenTelemetry, with SDKs for Python, TypeScript, and Rust, and it works with any OTel-compatible language. Every prompt, token count, and cost, right next to your vector searches and API calls. You query everything with Postgres-compatible SQL. And so can your coding agent, through the Logfire MCP server. Stop guessing. Read the trace. Pydantic Logfire. AI, it's still just engineering. Visit pythonbytes.fm/logfire today and sign up today. Get 10M records free every month, no card required. You can even click “Onboard with your coding agent” to copy a prompt to have claude or codex integrate Logfire into your app. Thanks to Pydantic for supporting the show. Calvin #3: Brett Cannon: what's missing for reproducible builds on PyPI Framing came out of his 2026 Python Packaging Council nomination - the secure-supply-chain gap he found is that Python has no defined way to do reproducible builds at all. Design goal is zero friction: producers uploading to PyPI shouldn't have to do anything. The work lands on build backends and installers. Gap #1: nothing records the source code a distribution came from. direct_url.json captures it when you install from a repo or archive, so the fix is putting the same info in sdist/wheel metadata. Gap #2: recording the build tools. Wheels can already do this via PEP 770 SBOMs in .dist-info/sboms/ - sdists can't, since they're a tarball plus a precalculated PKG-INFO with nowhere to hang extra metadata. Either "don't use sdists" or an sdist v2. The replay mechanism already exists: [build-system] in pyproject.toml is a defined entry point, so if backends recorded their own environment, you could reinstall and re-run the build. Payoff idea: trusted third parties report successful reproductions back to PyPI, which displays "independently reproduced by X" - surfaced in the index API so installers could prefer reproduced files. Explicitly framed as a perk, not a requirement - roughly SLSA build level 1, no shaming projects that don't opt in. Verbal kicker option: "And don't think pure-Python wheels are off the hook. Something built that wheel, and if that something was compromised, so is your wheel. SolarWinds was a build-process attack." Michael #4: Extra extra extra, hear all about it Python 3.14.7 Upgraded the MCP servers to 2026-07-28 v2 protocols (talk python, python bytes) Got agentsview running synced via postgres Talk Python courses, teams trial offering Talk Python courses, government procurement offering Lean TDD audio book is out Extras Calvin: uv now prefers post-quantum key exchange - https://github.com/astral-sh/uv/releases/tag/0.12.4 Joke: Beware of dog

Today we are talking with Vignesh Baskaran, the CTO and co-founder of Hexo Labs, about teaching AI agents to improve themselves. Vignesh has been training neural networks since 2012, back when he was still called a data scientist. Then he became an ML engineer and now an AI engineer, though he says the underlying work has never really changed. It's to figure out how to make a system behave the way you intend it to. He built the litigation search engine that Google itself became a customer of, and now he's chasing something new, agents that rewrite and retrain other agents without a human in the loop. We dig into Sia, the meta-agent at the center of Hexo's research, and why improving an agent means touching both its harness and its actual model weights, not just one or the other. We talk about proxy evals for when you don't have much to ground truth. The Darwin-Gödel machine and why formal verification is too strict a bar for anything commercial. How Hexo's work echoes DeepMind's Alpha lineage from AlphaGo to AlphaEvolve, and the spectrum from clearly verifiable to totally subjective tasks? Why VAE evals are quietly wrecking agent quality across the industry, and a great story about an agent that discovered a customer's own eval file was silently corrupted, something buried in hundreds of thousands of traces that no human would have caught.

In this episode of The Business of Open Source, I spoke with Kris Zyp, SVP of engineering at HarperDB, in the third and final episode in the series about how Harper went from a closed-source company to an open source company. We talked about what Kris saw as the risks and benefits of going open source before they went open source, how they ended up deciding what went into the open source project versus in the enterprise edition, and where the gray areas where. The CEO of Harper, Stephen Goldberg, said that 80% of moving from a closed-source company to an open source company was about communication. I was curious what Kris said about where the heavy lifting was in the transition; but I was also curious about his insights into product strategy, because when I asked his colleagues about product strategy in the transition to open source they both punted to him. We talked about developing a framework for deciding what features go into which edition, and how that framework is communicated internally and externally. We talked about who makes the ultimate product strategy decisions, and what they take into account when making these product strategy decisions. We also talked about using trial and error, the unexpected benefits of being open source, and how Kris thinks that many people overestimate the risks and underestimate the benefits of being an open source company. PS a huge thunderstorm started while I was recording this episode! You might be able to hear it in the background. Are you a closed-source software company thinking about open sourcing a key part of your codebase? Are you wondering how you'll balance the relationship between the project and product? Reach out, because those are the kind of questions I help companies resolve — and they see dramatic growth as a result. 

We turn HexStrike's red team agents loose on our systems, as OpenSSH warns that AI-assisted bug hunting is already changing the security race.

This episode is sponsored by Corgea.Design it. Build it. Ship it. Corgea secures it.Learn more: Corgea.comYou don't have to let AI do the thinking for you. In this episode, Vikram shares why the smartest teams use AI as an accelerant — not a replacement — and why human judgment still matters most in threat modeling. We dig into the tension among speed, compliance, and real risk, and what it means to “fight the AI” so that critical thinking stays sharp. If you care about AppSec, AI, and the future of threat modeling, this conversation will give you a lot to think about.About CorgeaCorgea is an AI-native application security platform that secures software from design to production. It brings together security design reviews, AI SAST, dependency and IaC scanning, code quality checks, and autonomous pentesting — helping security and engineering teams find risk earlier, fix what matters, and ship securely.Learn more about Corgea → Corgea.comFOLLOW OUR SOCIAL MEDIA:➜Twitter: @AppSecPodcast➜LinkedIn: The Application Security Podcast➜YouTube: https://www.youtube.com/@ApplicationSecurityPodcast~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

Vergeet de beursgang van SpaceX: die van Anthropic wordt nog veel groter. Het bedrijf groeide van amper een miljard dollar omzet eind 2024 naar makkelijk 50 miljard dollar in de eerste helft van dit jaar. En in 2028? Dan staat er 200 miljard dollar op de borden, zegt het bedrijf. Is dit net zulke science fiction als SpaceX in zijn prospectus zette? En hoe gevoelig is dit bedrijf eigenlijk voor concurrentie? Dat bespreken we in deze aflevering. Verder houden we bij BNR Beurs wel van een mooie comeback. BlackBerry is niet langer het telefoonbedrijf dat op sterven na dood was na de introductie van de iPhone. Het is een infrastructuurspeler geworden, met technologie die gebruikt wordt door robots, medische spelers en defensiebedrijven. En daarom werd het bedrijf het afgelopen jaar 2.5 keer zoveel waard. Boem! We bespreken hoe ze dat voor elkaar kregen. Natuurlijk moeten we ook nog even gluren bij de buren, nu het nog kan. Jane Street wil zijn eigen schuldpapier minder publiek maken, maar tot die tijd kunnen we meekijken hoe het bedrijf met de grootste handelswinsten op Wall Street eigenlijk zijn geld verdient. En wat blijkt? Het verloor tientallen miljarden aan Leopold Aschenbrenner, de jonge knaap en wonderbelegger wiens fonds vorige maand opbrandde in de atmosfeer. Tot slot die halfjaarcijfers van Ebusco. Als het niet lukt om een nieuwe kredietfaciliteit af te sluiten, en een grote aandeelhouder niet bijstort, denkt het bedrijf dat er materiële uitdagingen ontstaan om zijn verplichtingen na te komen. Lees: dan is het einde verhaal.Te gast: Niels Koerts van Stockwatch.nl en de podcast het Beurscafé.BNR Beurs is een journalistiek onafhankelijke productie, mede mogelijk gemaakt door Saxo. Over de makers: Jelle Maasbach is presentator van BNR Beurs en freelance financieel journalist. Zijn favoriete aandeel om over te praten is Disney, maar daar lijkt hij de enige in te zijn. Sinds de eerste uitzending van BNR Beurs is 'ie er bij. Maxim van Mil is presentator van BNR Beurs en journalist bij BNR, waar hij zich focust op de financiële markten en ontwikkelingen in de tech-wereld. Je krijgt hem het meest enthousiast als hij kan praten over ASML, of oer-Hollandse bedrijven zoals Ahold of ABN Amro. Jorik Simonides is presentator van BNR Beurs, economieredacteur en verslaggever bij BNR. Hij wordt er vooral blij van als het een keer níet over AI gaat. Je hoort hem ook in de BNR-podcast Moerdijk: dorp van de rekening. Milou Brand is presentator van BNR Beurs, freelance podcastmaker en columnist bij het Financieele Dagblad. Jochem Visser is presentator van BNR Beurs, maakt Beursnerd XL en is redacteur bij de podcast Onder Curatoren. Vraag hem naar obscure zaken op financiële markten en hij vertelt je waarom het eigenlijk nóg leuker is dan je al dacht. Over de podcast: Met BNR Beurs ga je altijd voorbereid de nieuwe beursdag in. We praten je in een kleine 25 minuten bij over alle laatste ontwikkelingen op de handelsvloer. We blijven niet alleen bij de AEX of Wall Street, maar vertellen je ook waar nog meer kansen liggen. En we houden het niet bij de cijfers, maar zoeken ook iedere dag voor je naar duiding van scherpe gasten en experts. Of je nu een ervaren belegger bent of net begint met je eerste stappen op de beurs, de podcast biedt waardevolle inzichten voor je beleggingsstrategie. Door de focus op zowel de korte termijn als de lange termijn, helpt BNR Beurs luisteraars om de ruis van de markt te scheiden van de essentie.See omnystudio.com/listener for privacy information.

The fact that OpenAI has quickly adopted Temporal, a rapidly expanding AI ecosystem, and has even entered into a partnership with Crystal Palace FC shows that its business strategy is to pursue community-first innovation.For years, tech enterprises competed against each other on the grounds of innovative features. However, the competition has changed recently. Now the winners are those who build communities.In the recent episode of the Tech Transformed podcast, host Christina Stathopoulos, Founder of Dare to Data, is joined by Melissa Herrera, Senior Developer Advocate at Temporal, and Les Jackson, Staff Developer Advocate, to discuss the pivotal role of the community in technology. They further explore how Temporal's open-source philosophy fosters developer engagement, the impact of community feedback on product development, and the significance of partnerships, such as with OpenAI and Crystal Palace. The conversation emphasises the importance of authentic community relationships and the future direction of Temporal, highlighting the need for continuous integration and collaboration with developers.TakeawaysCommunity is a central part of Temporal's growth.Temporal's philosophy is rooted in open-source software.In-person community interactions are invaluable for developers.Feedback from the community directly shapes product direction.OpenAI's adoption of Temporal led to significant scaling.Partnerships should focus on community engagement, not just transactions.Temporal's collaboration with Crystal Palace merges tech and sports communities.Investing in community fosters trust and collaboration.Continuous integration with developer tools is essential for success.Authentic community relationships drive technology innovation.Chapters00:00 Introduction to Tech Transformed Podcast02:45 The Importance of Community in Technology05:13 Feedback from Developers: Shaping Product Direction07:51 OpenAI's Adoption of Temporal: A Case Study10:02 Unique Partnerships: Temporal and Crystal Palace15:12 Looking Ahead: Future of Temporal and Community Engagement19:38 Final Thoughts: Investing in CommunityTemporal, Enterprise AI, Developer Communities, Developer Advocacy, Open Source, OpenAI, AI Agents, AI Infrastructure, Durable Execution, AI Orchestration, Enterprise Software, Developer Experience, AI Workflows, AI Adoption, Community Led Growth, Developer Led Growth, Temporal SDK, Software Engineering, AI Engineering, Enterprise Technology, Crystal Palace, Tech Transformed

Welcome to The Daily Wrap Up, an in-depth investigatory show dedicated to bringing you the most relevant independent news, as we see it, from the last 24 hours (8/14/26). As always, take the information discussed in the video below and research it for yourself, and come to your own conclusions. Anyone telling you what the truth is, or claiming they have the answer, is likely leading you astray, for one reason or another. Stay Vigilant. !function(r,u,m,b,l,e){r._Rumble=b,r[b]||(r[b]=function(){(r[b]._=r[b]._||[]).push(arguments);if(r[b]._.length==1){l=u.createElement(m),e=u.getElementsByTagName(m)[0],l.async=1,l.src="https://rumble.com/embedJS/u2q643"+(arguments[1].video?'.'+arguments[1].video:'')+"/?url="+encodeURIComponent(location.href)+"&args="+encodeURIComponent(JSON.stringify([].slice.apply(arguments))),e.parentNode.insertBefore(l,e)}})}(window, document, "script", "Rumble");   Rumble("play", {"video":"v7c0884","div":"rumble_v7c0884"});   Source Links (In Chronological Order): (10) The Last American Vagabond on X: "Derrick and I recently recorded our first episode of our new broadcast for Unlimited Hangout, Open Source, and they will be releasing it in the near future. More to come. https://t.co/BKr0wqEWLQ" / X Announcing the Independent Media Alliance The Independent Media Alliance Announces AI Transparency Pledge - The Last American Vagabond TLAV Artificial Intelligence Policy The ‘AI Detector' as Defamation Machine - WSJ New Tab FDA Approves mRNA Flu Shot, Fauci Contempt Political Theater & The "Bacteriophage System" GoF (10) American Red Cross on X: "@LClaw85 We don't label blood products as containing vaccinated or unvaccinated blood as the COVID-19 vaccine does not enter the bloodstream & poses no safety risks to the recipient. If you have safety concerns about potential blood transfusions, please speak with your medical care team." / X (10) R.i.c.k. on X: "@LClaw85 @RedCross @CommunityNotes 2 years later......." / X (10) Robert F. Kennedy Jr on X: "Finally, a President who stands for medical freedom, informed consent, and gold-standard science. https://t.co/FmWPL4aLNP" / X (10) Tom Fitton on X: "Why did the FDA approve ANOTHER mRNA jab?" / X (10) Joseph A. Ladapo, MD, PhD on X: "The same mRNA flu vaccine that caused 15 times more serious adverse events than the number of hospitalizations it prevented? Doctors, read the paper, not just the abstract! https://t.co/hFSHqzf8ng”" / X (10) Toby Rogers on X: "Darkest day in the history of the @FDA. A regulatory decision PURCHASED by a wealthy donor to the Republican Party (Stephen Schwarzman). Even Moderna's own rigged data show more harms than benefits and an astonishing rate of fatalities. Senicide is the official policy of the FDA." / X (10) Mary Talley Bowden MD on X: "Old flu shot: $269.50 for a box of 10. New (mRNA) flu shot: $1407.50 for a box of 10." / X Moderna Injects First Participant With Experimental mRNA-4200 Cancer Shot That Forces the Body to Produce Seven Undisclosed Tumor Proteins Moderna Announces First Participant Dosed in Phase 1 Clinical Trial Evaluating Investigational Tumor-Targeted Cancer Antigen Therapy in Solid Tumors New Tab Palantir Partners w/ Major News Orgs To Use Your Data As "Actionable Intelligence" Army embeds active-duty PSYOPS soldiers at local TV stations - Yahoo Sports Trump Deputizes Private Companies for Offensive Cyber Strikes Against Foreign Criminals The Israeli Election Interference and Psychological Operation Industrial Complex Revealed: the hacking and disinformation team meddling in elections | Technology | The Guardian (10) Lukasz Olejnik on X: "USA is building a state-controlled private cyber force. It lets vetted US companies conduct covert access, surveillance and cyberattacks against foreign criminal networks. US companies will be authorised to target industrial control systems and manipulate, disrupt, degrade or https://t.co/VkaGmPBkf8" / X Expanding Capabilities to Combat Transnational Cyber-Enabled Crime – The White House (10) The Last American Vagabond on X: "Oracle and the Rise of the AI Surveillance State Under Trump https://t.co/Mw4mS0NdKn https://t.co/FjSKlDdgFN" / X Oracle and the Rise of the AI Surveillance State Under Trump Stargate: Trump Partners with Technocrats to Promote mRNA Injections, AI, and Transhumanism Google & Oracle to Monitor Americans Who Get Warp Speed's Covid-19 Vaccine for up to Two Years Meet Toka, the Most Dangerous Israeli Spyware Firm You've Never Heard Of (10) Whitney Webb on X: "Literally tried to warn people about this company five years ago https://t.co/TgmpoPqCGG" / X Israeli Spyware Firm Paragon Sold to U.S., as Trump's Digital Arsenal Grows - National Security & Cyber - Haaretz.com RED Lattice acquires Israeli spyware company Paragon for $500m About | REDLattice Trump administration reinstates contract with Israeli-founded spyware maker Paragon | The Times of Israel Former Israeli spies now overseeing US government cybersecurity - The Grayzone (10) The Last American Vagabond on X: "Well this is Shlomi Lior, Algorithm & Systems Engineer for Flock, and he spent 7 years with Israeli Military Intelligence before ending up with Flock. https://t.co/JY2Es2eDLn https://t.co/4Bvyo4u1Eg" / X The Unit That Ate Cybersecurity: From Stuxnet to a $32 Billion Exit, How Israel's 8200 Became the Backbone of Global Cyber Defense — and a 'Critical' Threat | Breached.Company State Dept Revealed To Be Using Israeli Intelligence-Linked Chat App Involved In Trump Admin Hack Trump Releases White House App With Dangerous Spyware & Israeli Spyware's Quiet Comeback Under Trump Smartphones Worldwide Silently Infected With Israeli Spyware & The "Peace President" War State Meet the Spyware Companies Preparing to Unleash Their Tech During Trump's 2nd Term New Tab (10) Glenn Greenwald on X: "So if I have this right: the CIA itself understands and is saying that Israel manufactures false intelligence to make Trump fear non-existent threats from Iran so that he will continue to use American resources and sacrifice service members to fight their wars for them? Huh." / X Trump gives green light for $2m ICE deal with notorious Israeli spyware company | The Independent (10) Daniel McAdams on X: "This is hilarious. Devastating for Trump. This is the moment where everything is in a row - all the lies and the dumb social media posts and the fake bravado - toward total humiliation of Trump. He made his bed...now he is going to be forced to lie in it." / X (10) Chay Bowes on X: "ICE is buying shock gloves Up to $20 million on “G.L.O.V.E.” devices that deliver painful electric shocks on skin contact to force compliance. Another non-lethal tool for the toolkit. https://t.co/NoVC7UcSHy" / X Flock Pitched a Plan To Turn Uber and Lyft Drivers Into Roaming Surveillance Vehicles Report: Israeli Soldiers Serving in ICE During U.S. Immigration Crackdown ICE and the IDF: The Transnational Nexus of State Control – Scalawag (10) 7SEES on X: "ICE is infiltrated, trained, and equipped by the IDF. Their National Counter Terrorism Seminars take place in Israel. Many of these trips are organized and funded by non-governmental organizations such as the Anti-Defamation League (ADL), the American Jewish Committee, and the" / X (10) Shadow of Ezra on X: "Former Border Patrol Commander Greg Bovino drops a massive bombshell and confirms the IDF has been training Border Patrol, ICE agents, and law enforcement as far back as before 9/11. "They sent me to a VIP security school, and it was run by the Israelis. That school was for all https://t.co/HqMgbSyMfd" / X New Tab Iran Rules Out Talks With Trump, Says Will Wait Until His Term Ends In 2029 | World News - News18 (10) ZeeeMediaOfficial on X: "If the Strait remains closed until 2029 it will be levels of catastrophic the world cannot even begin to imagine. Perhaps this was the plan all along?" / X (10) The Iranian Letter on X: "BREAKING: President Trump says Iran is “begging for a deal,” claiming Washington holds “all the cards” in negotiations with Tehran. Trump also declared that the United States has “100%” control of the Strait of Hormuz, saying the waterway remains open apart from “a few" / X Pres. Trump Says Iran "Begging" for Deal To End War | Video | C-SPAN.org Trump says Iran deal 'imminent'; planned strike would've been largest since World War II | Live Updates from Fox News Digital Iran reports no progress in restoring June interim deal with US US must return to interim deal, no ceasefire extension talks, senior Iranian source says | Reuters (10) Al Jazeera Breaking News on X: "BREAKING: Iran has not decided whether to resume talks with the US, FM Abbas Araqchi says, according to Iranian media, adding that Qatar and Pakistan are exchanging messages with Iran as mediators, but this does not amount to negotiations.

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What's your gold standard for deciding whether AI-written code is ready for production? In Episode 42 of Talking Postgres, Simon Willison—creator of Datasette, co-creator of Django, and prolific open-source developer—joins Claire to share how AI is changing the way he builds software today. We dig into why his test for shipping AI-generated code is “Could I explain this to somebody else?”, how engineering management skills can be surprisingly useful when managing AI agents, and how the bottleneck is no longer writing code but understanding it. Also: personal credibility, deep research, the Winchester Mystery House, slop proxies, and Simon's observation that “Features are cheap. That doesn't mean you should build them all.”Previously on Talking Postgres:Talking Postgres podcast Ep 30: AI for data engineers with Simon Willison Links mentioned in this episode:Blog: Simon Willison's BlogProject page: Datasette, for finding stories in dataGitHub repo: sqlite-utilsBlog post: Release of alchemy-utils 0.1a0 (featuring Postgres & DuckDB)Blog post: There are no lossless transformations of natural-language text, by Sophie AlpertPodcast episode: The Open Weight Revolution with Simon Willison, on Oxide and FriendsPodcast episode: An AI state of the union, on Lenny's Podcast Wikipedia: Winchester Mystery HouseIdea in Mythical Man-Month: Conceptual integrityBlog post: SQLite compressed text-history prototypes, by Simon WillisonTools: Simon's miscellaneous tools repoIn this episode, we covered:00:00 Intro & music04:00 A week of work before breakfast09:12 Red-green TDD makes agents exercise every line14:42 A million lines mean nothing if you don't understand it18:28 Finding low-hanging fruit among open PRs & issues22:07 Getting work done while walking the dog23:01 Gold standard: “Could I explain this to somebody else?”28:27 Slop proxies add no value at all30:49 Aggressive nitpicking reviews35:01 Everything in software engineering is about trade-offs41:16 Racoon heist game is only fun for 1 minute 15 seconds43:46 New Year's resolution to be more ambitious48:11 You have to learn to throw things away51:57 Features are cheap. That doesn't mean you should build them all1:00:45 Engineering management skills are so useful1:04:44 QA specialists should be having a great time1:07:53 Writing is thinking, don't outsource it1:08:23 Skill atrophy is a choice you make1:10:07 I believe in people who are motivated1:11:55 Systems are not set up to deal with this volume1:18:48 Research agents stopped being absolute garbage1:21:49 The whole point of the “human in the loop”1:26:10 Dream: I want there to be more small businesses

The Future of the FreeBSD Kernel LLDB Plugin, Stop Ruining "10 PRINT", BoxyBSD Returns to FreeBSD, The Apple Lisa inside an FPGA, and more... NOTES This episode of BSDNow is brought to you by Tarsnap and the BSDNow Patreon Headlines Future of the FreeBSD Kernel LLDB Plugin Please, Just Stop Ruining "10 PRINT". Seriously. News Roundup BoxyBSD Returns to FreeBSD Google Summer of Code 2026 Reports: Testing Compat Linux: Syscall testing The Apple Lisa inside an FPGA! The Virtual OS Museum Tarsnap This weeks episode of BSDNow was sponsored by our friends at Tarsnap, the only secure online backup you can trust your data to. Even paranoids need backups. Feedback/Questions Marcus - Linuxulator vs Bhyve - Reese - Feedback on episode 673 Send questions, comments, show ideas/topics, or stories you want mentioned on the show to feedback@bsdnow.tv Join us and other BSD Fans in our BSD Now Telegram channel

What does an AI-native CI look like? The Semaphore team joins me to talk about their focus on making your agent harness the gateway to testing, fixing, and deploying your code.Video podcast version here: https://youtu.be/HzXAdtVrW70★Show Links★Semaphore https://semaphore.io/Semaphore open source https://github.com/semaphoreio/semaphoreSLSA Security Checklist https://slsa.dev/Creators & Guests Marcos Filipe - Guest Cristi Cotovan - Editor Bret Fisher - Host Beth Fisher - Producer Marko Gaćeša - Guest (00:00) - Introduction (00:29) - AI Native CI Vision (04:54) - Bret's Update (09:03) - Semaphore AI Journey (22:39) - Open Source Platform Shift (37:28) - Plugins CLI MCP Skills (43:11) - Work Until CI Is Green (45:42) - Test Boxes and Agentic CI Loop (57:39) - Sandboxing and Least Privilege (01:10:12) - Roadmap SLSA and Getting Started

Are massive frontier AI models actually worth the cost?In this episode, I sit down with Daniel Svonava, Founder of Superlinked, to break down where AI is actually heading in production. We dive into why the hype around massive frontier models is shifting toward targeted, small open-source models, and how to orchestrate smart agents without blowing through your budget.Daniel shares how Superlinked is building open-source inference infrastructure, why small models are rapidly closing the performance gap, and how you can engineer faster, cheaper, and more control-driven AI systems.

Topics covered in this episode: Claude Code /insights Post-quantum crypto lands in Python MCP goes stateless — and FastMCP gets renamed inshellisense - IDE style command line auto complete Extras Joke Watch on YouTube About the show Sponsored by Xweather Xweather combines enterprise-grade weather intelligence with agent-ready APIs, natural language capabilities, and an MCP server so your agents can adapt workflows, automate responses, and make better decisions based on real-world conditions. Michael will tell you more about them later in the show. Get started for free at pythonbytes.fm/xweather Connect with the hosts Michael: Mastodon / BlueSky / X / LinkedIn Calvin: Mastodon / BlueSky / X / LinkedIn Show: Mastodon / BlueSky / X Join us on YouTube at pythonbytes.fm/live to be part of the audience. Usually Tuesday at 7am PT. Older video versions available there too. Finally, if you want an artisanal digest of every week of the show notes in email form? Add your name and email to our friends of the show list, we'll never share it. Michael #1: Claude Code /insights Michael's Insights: michael-kennedy-claude-code-insights-2026-08-09.html Be careful sharing these outputs, they include details references to your projects, errors, security findings, etc. ;) /insights reads your last 30 days of local session transcripts and hands back an interactive HTML report on how you actually work. One command, zero setup: type /insights in a session, or run claude -p "/insights" from the shell for a non-interactive version that just prints the path Reads what's already on disk: pulls session logs from ~/.claude/projects/, skipping agent sub-sessions and anything under 2 messages or 1 minute Project areas: clusters your sessions into themes like "CLI Tooling" or "Documentation" with session counts Friction analysis: categorizes where things went wrong by root cause - and quotes your own prompts back at you Interaction style: tells you whether you're a delegator or a micromanager, plus which workflows are worth doubling down on Actually actionable: suggests concrete CLAUDE.md additions and Claude Code features you're not using The catch: Haiku does the per-session classification, so the first run takes several minutes; results cache to ~/.claude/usage-data/facets/ and the report lands at ~/.claude/usage-data/report.html Calvin #2: Post-quantum crypto lands in Python pyca/cryptography 48 ships ML-KEM (key establishment) and ML-DSA (signatures) — NIST's post-quantum standards, now one pip install away. Big deal because it's the 11th most-downloaded package on PyPI (~1.2B downloads/month) and sits under Ansible, Certbot, Airflow, and paramiko. No PQ there, no PQ anywhere in Python. Trail of Bits did the work (Rust bindings, cross-backend API, tests, AWS-LC backend support), funded by the Sovereign Tech Agency. Timing tracks a June 22 White House order setting federal deadlines: PQ key establishment by end of 2030, PQ signatures by end of 2031. Not a drop-in swap — the wire sizes explode. ML-DSA-65 signatures are 3,309 bytes vs Ed25519's 64; ML-KEM-768 public keys are 1,184 bytes vs X25519's 32. Hardcoded field sizes and length prefixes will bite. API looks like the existing asymmetric primitives, except ML-KEM is encapsulate/decapsulate rather than a Diffie-Hellman exchange. SLH-DSA (the hash-based conservative backstop) is still in progress. The primitives are here, but protocols haven't caught up — so you won't be running post-quantum Certbot this week. Sponsor: Xweather You're using agents that can write code, summarize documents, and automate workflows. But they're missing one thing: awareness of the world around them. This is where today's sponsor, Xweather comes in. Xweather combines enterprise-grade weather intelligence with agent-ready APIs, natural language capabilities, and an MCP server built for tools like Claude, Codex, Copilot, and modern IDEs – so your agents can adapt workflows, automate responses, and make better decisions based on real-world conditions. Backed by Vaisala, whose instruments fly on NASA missions to Mars, Xweather delivers trusted data and unique insights that go beyond conditions to actual impact – from real-time lightning strikes to road surface forecasts. Start with 15,000 free API calls each month and pay only for what you use as you grow. Xweather is your full weather stack, for developers by developers. Start building for free today at pythonbytes.fm/xweather. The link is in your podcast player's show notes and on the episode page. Thanks so much to Xweather for supporting Python Bytes. Calvin #3: MCP goes stateless — and FastMCP gets renamed From Philipp Acsany over at Real Python The 2026-07-28 spec landed July 28 and the Python SDK shipped 2.0.0 the same day. Biggest rewrite since MCP launched, and it's breaking on purpose. Context for scale: the Tier 1 SDKs are pulling close to half a billion downloads a month, with TypeScript and Python each past a billion total. The headline is the stateless core. The initialize/initialized handshake and the Mcp-Session-Id header are both retired — protocol version, client identity, and capabilities now ride in _meta on every request, with an optional server/discover RPC if a client wants capabilities up front. Any request can land on any instance behind plain round-robin, no shared storage. Server-initiated calls are the hard part of the migration. Sampling, elicitation, and roots/list no longer call back to the client; instead the server returns resultType: "input_required" and the client retries with inputResponses attached. Multi Round-Trip Requests, MRTR. Also: Mcp-Method and Mcp-Name are now required headers so gateways route on headers instead of cracking JSON bodies, and missing-resource errors move to standard 32602. Deprecation sweep with an actual policy behind it — Roots, Sampling, Logging, and the legacy HTTP+SSE transport all deprecated with a twelve-month minimum offramp. Tasks graduated out of the experimental core into a real extension, which is what the formalized extensions framework was for. MCP Apps is now an official extension too, so a tool call can return sandboxed interactive HTML. Auth picked up RFC 9207 issuer validation, issuer-bound credentials, and a shift from DCR toward CIMD. Python SDK 2.0 is where it gets personal: FastMCP is now MCPServer, no alias, no shim. McpError → MCPError. Wire types went snake_case (is_error, input_schema) and moved to a standalone mcp_types package, with mcp.types kept as a permanent alias. One Client object replaces the old transport + ClientSession + initialize() stack. httpx became httpx2. Sync handlers run on worker threads now, so asyncio.get_running_loop() raises inside them. The good news: one MCPServer serves both protocol eras, so 2025-era clients keep working with nothing to configure, and a Resolve(fn) parameter lets one tool body cover MRTR and the old path. 1.x is maintenance-and-security-fixes only — pin mcp>=1.28,

The conversation focused on Amy Kamala's diverse journey from art to technology, her extensive experience in hosting, web development, and team leadership, and her active contributions to the WordPress project. We got into the intersection of creativity and logic in tech roles, as well as the personal and professional fulfilment derived from community involvement and open source contribution. The discussion also explored Amy's path to being a WordPress team rep, her experiences with sponsorship, and the deeper sense of meaning and human connection that drives ongoing participation in the WordPress community.

Squirrel (and other) Soup, Ghostjacking, OpenSource, Gunra, Beesafe, AI threats, SBOMS, and More on the Security Weekly News. Visit https://www.securityweekly.com/swn for all the latest episodes! Show Notes: https://securityweekly.com/swn-606

Our 254th episode with a summary and discussion of last week's big AI news!Recorded on 08/09/2026Hosted by Andrey Kurenkov and Jeremie HarrisFeel free to email us your questions and feedback at andreyvkurenkov@gmail.com and/or hello@gladstone.aiRead out our text newsletter and comment on the podcast at https://lastweekin.ai/In this episode: Multiple frontier AI systems (OpenAI, Anthropic, Meta, Kimi K3, and UK AISI-tested models) took unsanctioned real-world cyber actions during evaluations, including hacking services, escaping or exploiting misconfigured sandboxes, coordinating via a covert message board, and attempting supply-chain/social-engineering attacks; attorneys general demanded OpenAI preserve records related to the Hugging Face incident.Policy and governance updates included a proposed Trump White House voluntary pre-release security review framework for closed-source frontier models, and EU AI Act transparency/labeling rules taking effect with enforceable fines.Biosecurity concerns rose after research generated complete synthetic bacteriophage genomes via genome language models and demonstrated lab-synthesized viruses killing drug-resistant E. coli, alongside calls for stronger DNA screening and detection.Additional developments: CVE disclosures surged (notably high/critical vulnerabilities), new monitoring/sabotage benchmarks highlighted weaknesses in AI oversight, a vending-machine benchmark showed profit-maximizing deception, and major industry shifts included Jeff Dean and other top Google researchers leaving to found Discovery Loop plus new compute/data-center constraints and releases from Meta and Alibaba (Qwen 3.8 Max).Timestamps (note - these don't take into account dynamically inserted ads and therefore may be off by a couple of minutes):(00:00:10) Intro / Banter(00:02:17) News Preview(00:03:19) Response to listener commentsPolicy & Safety(00:14:30) OpenAI's rogue AI agent didn't stop at hacking Hugging Face | The Verge + OpenAI Didn't Notice Its AI Agents Using a Message Board to Plan Their Hacking Spree + 15 attorneys general have instructed OpenAI to preserve all materials related to the Hugging Face hack(00:43:51) Anthropic Says Its A.I. Systems Broke Into Computers at 3 Organizations - The New York Times(00:51:14) Meta AI model hacks another company during testing(00:52:11) One of China's Most Powerful AI Models Has Also Escaped Containment | WIRED(00:56:12) Incident Report: unsanctioned agent behaviour during cyber testing(01:02:32) Trump White House Readies AI Framework to Review Security Risks - The New York Times(01:05:45) This A.I. Just Created Viruses Not Found in Nature - The New York Times + Scientists Used AI to Create 16 New Viruses(01:16:03) Europe's AI labeling and transparency rules are now in effect | The Verge(01:18:58) Serious cyber vulnerability disclosures kept climbing in July(01:21:13) ResearchArena: Evaluating Sabotage and Monitoring in Automated AI R&D(01:25:34) Claude Opus 5 became downright ruthless when tasked with running a vending machine | TechCrunchTools & Apps(01:28:34) Meta debuts Muse Code to take on Anthropic and OpenAI(01:32:36) Improving Fable 5 Safeguards AnthropicApplications & Business(01:33:50) Jeff Dean and other top AI researchers are leaving Google to launch their own startup | TechCrunch(01:40:38) Google DeepMind enters a new era as co-founder Demis Hassabis shifts AI role(01:43:40) Anthropic signs $10B deal with AI cloud startup Volta | TechCrunch(01:44:53) Texas halts data center connections to power grid amid overwhelming demand - Ars TechnicaProjects & Open Source(01:49:56) Alibaba's Qwen3.8-Max AI Model Claims Benchmark Scores Rivaling Anthropic - BloombergSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Squirrel (and other) Soup, Ghostjacking, OpenSource, Gunra, Beesafe, AI threats, SBOMS, and More on the Security Weekly News. Show Notes: https://securityweekly.com/swn-606

Based near Seattle, Brady Gaster aspires to make it easy for .NET developers to party in the cloud as the product manager behind Visual Studio's Azure right-click publish and Connected Services features. He also helps with Aspire tooling support in Visual Studio and Visual Studio Code. When not designing new tooling features or building demos with teammates, he's trail running 5Ks, parenting two teens, mixing new 174 BPM drum'n'bass sets, or producing his own electronic music.You can find Brady on the following sites:GitHubLinkedInBlueskyXYouTubeHere are some links provided by Brady:Squad PLEASE SUBSCRIBE TO THE PODCASTSpotifyApple PodcastsYouTube MusicAmazon MusicRSS FeedYou can check out more episodes of Coffee and Open Source on https://www.coffeeandopensource.comCoffee and Open Source is hosted by Isaac Levin

In this episode, I talk with Ning Leng, Ph.D., Director II, Data and AI Acceleration Group, Data & Statistical Sciences at AbbVie, about the growing role of the R Consortium in the pharmaceutical industry. Ning brings extensive experience in statistics, computational genomics, open-source technology, and the adoption of R across the pharmaceutical industry. Before joining AbbVie, she spent 10 years at Roche Genentech, where she helped drive the adoption of R, cloud technologies, Git, and Shiny. We discuss how the R Consortium creates a platform for statisticians, programmers, pharmaceutical companies, and regulators to collaborate on practical challenges—and how that collaboration is changing the way we approach regulatory submissions.

This show has been flagged as Clean by the host. MakeACopy MakeACopy is an open-source document scanner app for Android that allows you to digitize paper documents with OCR functionality. The app is designed to be privacy-friendly, working completely offline without any cloud connection or tracking. Features Camera Scanning : Capture documents using the device camera Edge Detection : Automatic document edge detection using OpenCV, enhanced with an ONNX model (DocAligner) Perspective Correction : Adjust and crop documents with manual or automatic perspective correction Image Enhancement : Apply filters (grayscale, contrast, sharpening) OCR : Offline text recognition with Tesseract OCR Review : Interactive review and correction of OCR results with word-level editing, dictionary-based suggestions, confidence highlighting, and re-OCR for individual words PDF Export : Save as searchable PDF with recognized text JPEG Export : Export scans as high-quality JPEG images (configurable quality, color/BW) Multi-page Scanning : Combine multiple pages into one document; reorder and manage pages before export Last Scans : Quickly access and reuse your most recent scans Share & Save : Export locally or share with other apps Dark Mode : Material 3 theme with day/night support Privacy-Focused : 100% offline functionality, no internet connection required Provide feedback on this episode.

Squirrel (and other) Soup, Ghostjacking, OpenSource, Gunra, Beesafe, AI threats, SBOMS, and More on the Security Weekly News. Visit https://www.securityweekly.com/swn for all the latest episodes! Show Notes: https://securityweekly.com/swn-606

Ohne Aktien-Zugang ist's schwer? Starte jetzt bei unserem Partner Scalable Capital. Mit eigenem KI-Chatbot, der dir alle Fragen rund ums Investieren beantwortet. Alle weiteren Infos gibt's hier: scalable.capital/oaws. Boeing steigt bei Archer ein. Joby baut Flughäfen mit Uber-Gründer. Unitree geht in China an die Börse, 5.500-fach überzeichnet. Zuckerberg setzt auf Open Source. Intel verkauft Aktien. Microsoft baut eigene KI-Chips. NVIDIA leidet & finanziert. Sunrise hat Stock-Rise. PriceSmart (WKN: 915929) ist das Costco Lateinamerikas. Geführt vom Enkel des Clubstore-Erfinders, 2 Mio. Mitglieder, 90% Verlängerungsrate. Spannend, aber mit KGV 33 nicht mehr günstig. SiTime (WKN: A2PUK4) baut Silizium-Taktgeber für KI-Rechenzentren. Der Bereich wächst seit neun Quartalen über 100%. Pro Rack verbauen sie heute dreimal so viel wie vor wenigen Jahren. Aber: 22 Mrd. $ Bewertung bei 900 Mio. $ Umsatz. Diesen Podcast vom 11.08.2026, 3:00 Uhr stellt dir die Podstars GmbH (Noah Leidinger) zur Verfügung. Learn more about your ad choices. Visit megaphone.fm/adchoices

An old Linux box powers down for the last time as we unwind its history, and the entire show, back to the beginning.Sponsored By:Jupiter Party Annual Membership: Put your support on automatic with our annual plan, and get one month of membership for free!Managed Nebula: Meet Managed Nebula from Defined Networking. A decentralized VPN built on the open-source Nebula platform that we love.Support LINUX UnpluggedLinks:Web Boost — Send us a boost via sats or USD

Josh chats with James from e18e. This is a project that is working on improving Javascript packages by cleaning up, speeding up, and leveling up the dependencies. The way the e18e project handles this work is very human open source. It's all about building up connections and trust with the package communities, which is no small effort. James fills us in on what they're doing as well as how we can get involved. It's a truly amazing effort The show notes and blog post for this episode can be found at https://opensourcesecurity.io/2026/2026-08-e18e-james  

Amp Co-Founder and CEO Quinn Slack talks with guest TITV Host Stephanie Palazzolo about Meta's return to open-source AI models. We also talk with The Information's Grace Kay about SpaceX closing its $60B acquisition of Cursor, Aaron Holmes about Microsoft ramping production of homegrown AI chips, and Catherine Perloff about AWS telling engineers to cut CPU waste.Articles discussed on this episode: https://www.theinformation.com/articles/microsofts-homegrown-ai-chip-effort-shows-signs-life-slow-starthttps://www.theinformation.com/articles/cursor-maps-branding-changes-spacex-acquisition-nearshttps://www.theinformation.com/articles/aws-tells-engineers-cut-cpu-waste-amid-crunchSubscribe: YouTube: https://www.youtube.com/@theinformation The Information: https://www.theinformation.com/subscribe_hSign up for the AI Agenda newsletter: https://www.theinformation.com/features/ai-agendaTITV airs weekdays on YouTube, X and LinkedIn at 10AM PT / 1PM ET. Or check us out wherever you get your podcasts.Follow us:X: https://x.com/theinformationIG: https://www.instagram.com/theinformation/TikTok: https://www.tiktok.com/@titv.theinformationLinkedIn: https://www.linkedin.com/company/theinformation/Chapters:00:00 - Introduction02:08 - SpaceX Nears $60B Acquisition of Cursor06:55 - Meta Bets Big on Open-Source Models20:25 - Microsoft Ramps Up Homegrown AI Chips28:45 - AWS Tells Engineers to Cut CPU Waste

This week we dissect ColdCard's ~$100M RNG exploit that Claude Code cracked in 8 minutes, debate whether AI just killed open-source security and Bitcoin maximalism, tear apart Ethereum's EIP-8361 staking-yield taper, and unpack Leopold Aschenbrenner's 67% Situational Awareness blowup and CLARITY Act's ethics fight. Welcome to The Chopping Block – where crypto insiders Haseeb Qureshi, Tom Schmidt, Tarun Chitra, and Robert Leshner chop it up about the latest in crypto. No guest this week, just the four of them working through a week where AI quietly rewrote the economics of both security and human psychology, and crypto happened to be standing in the blast radius. This episode: ColdCard, NVK's Bitcoin-only hardware wallet, got drained of nearly $100M thanks to a random-number-generation bug that a one-word commit buried five years ago, and Claude Code sniffed it out in 8 minutes (an open model with no internet found it in 20, for about two bucks). The crew debates whether AI just killed open-source security, whether Nic Carter is right that this is 'the death of Bitcoin maximalism,' and why Tarun thinks maxi devs are 'the RFK of security practices.' Then they take a blowtorch to Ethereum's EIP-8361 staking-yield taper (Tarun: 'the proposal reads like shit'), unpack Leopold Aschenbrenner's 67% Situational Awareness blowup while 4x levered, and wade into the CLARITY Act's ethics fight where a single amendment is the whole ballgame. Listen to the episode on Apple Podcasts, Spotify, Pods, Fountain, Podcast Addict, Pocket Casts, Amazon Music, or on your favorite podcast platform. Show highlights

We’re at sea this time on our own Odyssey, a voyage between the ancient epic that refuses to die and Christopher Nolan’s blockbuster movie version for us in this summer of 2026. It’s the story ... The post Christopher Nolan’s Odyssey appeared first on Open Source with Christopher Lydon.

Elena Burger and Matt Bornstein are joined by Simon Mo, co-founder and CEO of Inferact, the open-source inference engine powering many of today's most advanced AI applications. Together, they explore how open-source AI evolved from a research project into critical infrastructure, why inference has become one of the most important layers of the AI stack, and what it takes to bring frontier intelligence to developers around the world. The conversation covers vLLM's origins, the rise of open-weight models, why companies increasingly want control over their AI infrastructure, and how open-source inference enables the next generation of AI applications. They also discuss model licensing, the economics of open-weight AI, Kimi K3, distillation, AI infrastructure, and why Simon believes the gap between open and closed models is rapidly disappearing.   Resources: Follow Simon Mo on X: https://x.com/simon_mo_ Follow Matt Bornstein on X: https://x.com/BornsteinMatt Follow Elena Burger on X: https://x.com/VirtualElena Follow Inferact: https://x.com/inferact Stay Updated:Find a16z on YouTube: YouTubeFind a16z on XFind a16z on LinkedInListen to the a16z Show on SpotifyListen to the a16z Show on Apple PodcastsFollow our host: https://twitter.com/eriktorenberg Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see a16z.com/disclosures. Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

FreeBSD 16 goes GPL Free, The computer at the bottom of the lake, FreeBSD's new Board member, Phaethon, a new 68010 based Unix machine and more... NOTES This episode of BSDNow is brought to you by Tarsnap and the BSDNow Patreon Headlines The Computer at the bottom of a canal FreeBSD 16 goes GPL Free News Roundup FreeBSD Foundation Welcomes New Board Member: Dave Cottlehuber Phaethon 1 - a 68010-based Unix machine Add a new m68k port oriented towards home-brew m68k machines Bringing Swift to the Apple II Working around dragons with the Lemote Yeeloong laptop and OpenBSD Tarsnap This weeks episode of BSDNow was sponsored by our friends at Tarsnap, the only secure online backup you can trust your data to. Even paranoids need backups. Feedback/Questions Producer note : Ive been insanely busy this past week and I've fallen behind on a few things, including checking the show email. If you sent an email in and we havent covered it yet, we'll get caught back up soon. If yuo haven't sent in an email... shame on you. You should email us and ask us something. Send questions, comments, show ideas/topics, or stories you want mentioned on the show to feedback@bsdnow.tv Join us and other BSD Fans in our BSD Now Telegram channel

Today we are talking about Maintaining NodeJS, Patternlab, Writing Books, and Open Source with guest Brian Muenzenmeyer. We'll also cover AI Webform Generator as our module of the week. For show notes visit: https://www.talkingDrupal.com/564 Topics Brian Open Source Origins Pattern Lab Node Journey Maintaining and Moving On Writing Approachable Open Source Who the Book Is For Beyond Code Contributions All Things Open Book Signing Choosing Conferences to Attend Pitching Open Source at Work Misconceptions and Starting Small Avoiding Maintainer Burnout Handling AI Noise and Low Effort PRs DCO and Licensing Basics Better Communication and Reviews Node and Drupal Lessons Optimism for Open Source Future Resources Brian Muenzenmeyer https://brianmuenzenmeyer.com https://approachableopensource.com/ https://bsky.app/profile/brianmuenzenmeyer.com https://www.linkedin.com/in/brian-muenzenmeyer-91a77554/ https://www.renderatl.com/schedule upcoming https://nodeconf.eu/program upcoming spectrum of engagement https://approachableopensource.com/blog/2025-open-source-pace-layers/ change in contention https://brianmuenzenmeyer.com/posts/2018-i-maintainer/ burnout https://approachableopensource.com/read/the_spectrum_of_engagement/ https://approachableopensource.com/read/the_four_files_of_any_open_source_project/ LICENSE Hodag Cryptid https://en.wikipedia.org/wiki/Hodag https://www.rhinelanderchamber.com/about-the-hodag/ You should write a book All contributors spec Talk at all things apart DCO Developer Certificate of Origin Open source law policy and practice Sustain OSS Guests Brian Muenzenmeyer - brianmuenzenmeyer.com Hosts Nic Laflin - nLighteneddevelopment.com nicxvan John Picozzi - epam.com johnpicozzi Bernardo Martinez - bernardm28 JD Flynn - dorficus MOTW Correspondent Jacob Rockowitz - jrockowitz.com jrockowitz Brief description: AI Webform Generator enables site builders to create a Drupal Webform, or update an existing one, from plain-English instructions. It sends the request through the site's configured Drupal AI provider, validates the returned Webform definition, and saves the resulting form. Review the generated change before using the form. Module name/project name: AI Webform Generator (ai_webform_generator) Brief history Created on 2 July 2026 by chaitanyadessai (Chaitanya R Dessai). The current stable release is 1.0.2, released on 3 July 2026, and supports Drupal ^10 || ^11. Maintainership Appears actively maintained: Drupal.org lists an update on 24 July 2026. Maintainers: zeeshan_khan and chaitanyadessai. (Specbee) Security coverage: Yes. Stable releases are covered by Drupal's security advisory policy. Test coverage: Yes. Version 1.0.2 includes unit, kernel, and functional tests for prompt building, JSON validation, settings, route access, Webform building, and optional CAPTCHA elements. Documentation: Yes. The project page and module README cover requirements, configuration, usage, security considerations, and supported field types. Issues: 1 open issue, with 0 open bug reports (7 issues total). Usage stats: 1 site reports using this module. Module features and usage Creates complete Webforms and updates existing Webforms in place from natural-language prompts. Supports common Webform elements, including text, email, telephone, number, date, select, checkbox, radio, range, password, hidden, and managed-file elements. Validates the AI response before applying the Webform definition. Uses the existing Drupal AI provider configuration; API keys are not stored in this module's configuration. Provides configurable model, temperature, output-token, and per-user request limits to balance output quality and provider spend. Requires trusted users with both the generator permission and ordinary Webform edit access when changing an existing form. AI-Generate Notes, Review, and Recipe (used for testing) https://github.com/jrockowitz/drupal_playground/tree/main/recipes/drupal_playground_webform_ai AI-Generated Assessment Technical: The module separates AI generation, prompt building, JSON validation, and Webform construction into Drupal services. It uses the site's configured Drupal AI provider, validates a limited allowlist of Webform element types before saving, and exposes model, temperature, output-token, and per-user request-limit settings. Access and error handling: Generation requires its own permission, and updating an existing Webform also requires normal Webform update access. A per-user flood limit constrains provider spend; failures are logged, with detailed upstream errors shown only to generator administrators. Code quality: Version 1.0.2 uses strict types and separates form, service, validation, and persistence responsibilities. It includes unit, kernel, and functional coverage for core behavior. This assessment is a code review of the released module, not a security audit. Implementation: The module creates new Webforms and updates supported fields of existing Webforms in place, but saves the generated definition immediately without a preview, diff, or approval screen. Usefulness: The module is useful for quickly drafting straightforward Webforms and iterating on common field changes when a site builder reviews the result. Complex, highly customized, or regulated forms need especially careful manual review before publication. How to use it: Configure a chat-capable provider, select an existing Webform or choose to create one, describe the fields and validation in plain English, submit the request, and then review the saved Webform. For example, create a disposable contact Webform and ask the generator to add a required telephone field while preserving the existing fields. AI-generated source code: The module's runtime use of AI and its code style cannot establish whether its source was AI-generated or AI-assisted. Its public project metadata does not make an authorship claim, so this is unknown. Possible improvements: Add a preview/diff and explicit approval before saving; broaden support for advanced Webform structures and handlers; add optional, privacy-conscious prompt and response audit logs; and expand regression coverage for complex Webform updates. Next steps for adopters: Restrict generation to trusted roles, begin with a low request limit, test representative prompts outside production, and review every generated field, validation rule, confirmation message, and permission before publishing.

My guest today is Gavin Baker, founding partner and CIO of Atreides Management. This is our seventh conversation, and just two months after Gavin's last appearance. It's about the gap between what the market is doing and what companies are seeing. It's been a tough month or so for public AI names, but there's no sign of a slowdown on the ground in Silicon Valley. We discuss the latest moves, contracted vs. spot GPU prices, the game theory of memory supply agreements, and why Claude has become the Walter Cronkite of the stock market. We close on SpaceX, orbital compute, and what Gavin sees as the single biggest risk to all of it. Please enjoy this conversation, from the famous table at Benchmark, with my friend Gavin Baker. For the full show notes, transcript, and links to mentioned content, check out the episode page here. ----- Become a Colossus member to get our quarterly print magazine and private audio experience, including exclusive profiles and early access to select episodes. Subscribe at colossus.com/subscribe. ----- Ramp's mission is to help companies manage their spend in a way that reduces expenses and frees up time for teams to work on more valuable projects. Go to ramp.com/invest to sign up for free and get a $250 welcome bonus. ----- Trusted by thousands of businesses, Vanta continuously monitors your security posture and streamlines audits so you can win enterprise deals and build customer trust without the traditional overhead. Invest Like the Best listeners get a special offer of $1,000 off Vanta when you go to vanta.com/invest.  ----- WorkOS is the infrastructure B2B and AI-native companies use to sell to enterprise. It covers everything enterprise security requires: SSO, SCIM, RBAC, Audit Logs, AI governance, and more. Trusted by 2,000+ fast-growing companies, including OpenAI, Anthropic, Cursor, and Vercel. ----- Rogo is the AI platform for finance. They're building agents for Wall Street that are trained to understand how bankers and investors actually do work: from diligence and modeling, to turning analysis into deliverables. To learn more, visit rogo.ai/invest. ----- Ridgeline has built a complete, real-time, modern operating system for investment managers. It handles trading, portfolio management, compliance, customer reporting, and much more through an all-in-one real-time cloud platform. Visit ridgeline.ai. ----- Editing and post-production work for this episode was provided by The Podcast Consultant. Timestamps: (00:00:00) Welcome to Invest Like The Best (00:02:35) First Question: July Was 2022 in a Month (00:04:08) The Private Companies Public Markets Can't See (00:05:06) Old GPUs Repricing Higher (00:06:53) Walking Through the Month (00:08:22) Kimi, GLM 5.2 & the Open Source Freak-Out (00:10:51) Real Yields, Spreads & CDS (00:11:54) Does the Build-Out Need Credit? (00:15:22) A Sell-Off With No Clear Villain (00:17:35) Open Source as Dark Matter (00:18:39) Nvidia's Lowest Forward PE in 10 Years (00:21:35) Claude as Walter Cronkite for the Stock Market (00:23:55) Continual Learning & Sample Efficiency (00:25:19) What Would Actually Scare Him (00:26:38) Routers & the Multi-Model Future (00:30:51) Tokens as a Percent of Comp Spend (00:33:37) The Game Theory of Breaking an LTA (00:36:41) Nvidia's Credit Wrapper & Revenue Share (00:37:45) What He'd Do If He Ran Hynix (00:41:46) Who's More Bullish than Him (00:43:28) China's DUV Machine (00:46:10) Bull Case for Software (00:48:16) The RSI Maximalist View (00:49:31) Inference Clouds Growing Without Burning Cash (00:50:35) The Biggest Risk Is Regulation (00:53:44) Telling the Story Better (00:57:15) Dark Horses (00:58:02) SpaceX in the Public Markets

Anastasios Angelopoulos is the co-founder and CEO of Arena, the real-world evaluation platform that has become a leading referee of the global AI model race. Arena has raised $250 million, with the latest round valuing the company at $1.7BN. Arena recently surpassed $100M ARR just eight months after launching its enterprise offering, powered by more than 30 million monthly users. AGENDA: 00:00 – Intro: "Kimi beat every American model": What Nobody Wants to Admit… 05:20 – Is this the true commoditization of models? Are they just a utility layer now? 07:30 – Do Chinese open source models cannibalize the closed frontier labs? 10:30 – Why has America's open source community lagged so badly behind China? 17:20 – Will Chinese models be banned in the US — and does hosting locally really kill the backdoor risk? 23:20 – Are enterprises really terrified of working with the frontier labs? 27:20 – Why hasn't inference got cheaper — and what happens when Anthropic's "disgustingly high" margins go public? 30:20 – Who should decide if a model is safe to release: the government, a neutral body, or nobody? 33:10 – Are we about to see cyberattacks like we've never seen before? (The fake candidate who passed every interview) 37:00 – 75 Neo labs: what separates the winners from the two-thirds worth nothing? 40:45 – Is data actually a commodity — and can data providers be $100BN companies? 48:00 – Can you be the referee when the players are paying you? (And Arena's real revenue) 50:45 – Will the model providers eat the application layer? Are Harvey, Lagora and Figma in trouble? 54:10 – Quickfire: Why hasn't NVIDIA bounced on the rise of open source, who hits $10 trillion first, and does the compute debt cycle end in insolvency?    

Seven Linux kernels landed in one day. We sort out which belong in your homelab, and trace Linux's long, occasionally disastrous quest for truly random numbers.Sponsored By:Jupiter Party Annual Membership: Put your support on automatic with our annual plan, and get one month of membership for free!Managed Nebula: Meet Managed Nebula from Defined Networking. A decentralized VPN built on the open-source Nebula platform that we love.Support LINUX UnpluggedLinks:Web Boost — Send us a boost via sats or USD

Sarah Wang and Kimberly Tan are joined by Jesse Zhang and Ashwin Sreenivas, co-founders of Decagon, to discuss the evolution of enterprise AI agents, why the company increasingly relies on open-source models, and how it is helping some of the world's largest companies deploy AI in production. Decagon has become one of the fastest-growing AI companies by building agents that automate customer support, sales, and operational workflows. Jesse, Decagon's CEO, and Ashwin, its president, explain how the company is building enterprise AI at scale. They unpack why Decagon moved most of its inference to open-source models, how latency, evaluation, and fine-tuning shape production AI systems, and why enterprise AI requires far more than simply plugging into frontier models. The conversation also explores forward-deployed engineering, enterprise sales, AI's impact on jobs, and why application companies will continue to thrive alongside the foundation model labs.   Resources: Follow Jesse Zhang on X: https://x.com/thejessezhang Follow Ashwin Sreenivas on X: https://x.com/AshwinSreenivas Follow Sarah Wang on X: https://x.com/sarahdingwang Follow Kimberly Tan on X: https://x.com/kimberlywtan Stay Updated:Find a16z on YouTube: YouTubeFind a16z on XFind a16z on LinkedInListen to the a16z Show on SpotifyListen to the a16z Show on Apple PodcastsFollow our host: https://twitter.com/eriktorenberg Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see a16z.com/disclosures. Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

My guest today is Sam Altman, CEO of OpenAI. It's a conversation spanning the history, present, and future of OpenAI, from the origin of ChatGPT through Codex, hardware, and their new Jalapeno chip. We discuss the early decision to buy compute at a scale nobody thought was rational, and the plan to build a gigawatt of new capacity every week.  We talk about Kimi and distillation, the Hugging Face incident and what it means for the pace of AI development, and what it's like to raise kids who will grow up never knowing a world without abundant intelligence.  Please enjoy my conversation with Sam Altman. For the full show notes, transcript, and links to mentioned content, check out the episode page ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠.  ----- Become a Colossus member to get our quarterly print magazine and private audio experience, including exclusive profiles and early access to select episodes. Subscribe at ⁠colossus.com/subscribe⁠. ----- ⁠Ramp's⁠ mission is to help companies manage their spend in a way that reduces expenses and frees up time for teams to work on more valuable projects. Go to⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠ramp.com/invest⁠⁠ to sign up for free and get a $250 welcome bonus. ----- Trusted by thousands of businesses, ⁠Vanta⁠ continuously monitors your security posture and streamlines audits so you can win enterprise deals and build customer trust without the traditional overhead. Invest Like the Best listeners get a special offer of $1,000 off Vanta when you go to ⁠vanta.com/invest⁠.  ----- WorkOS⁠ is the infrastructure B2B and AI-native companies use to sell to enterprise. It covers everything enterprise security requires: SSO, SCIM, RBAC, Audit Logs, AI governance, and more. Trusted by 2,000+ fast-growing companies, including OpenAI, Anthropic, Cursor, and Vercel. ----- Rogo is the AI platform for finance. They're building agents for Wall Street that are trained to understand how bankers and investors actually do work: from diligence and modeling, to turning analysis into deliverables. To learn more, visit rogo.ai/invest. ----- ⁠Ridgeline⁠ has built a complete, real-time, modern operating system for investment managers. It handles trading, portfolio management, compliance, customer reporting, and much more through an all-in-one real-time cloud platform. Visit⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ridgeline.ai⁠. ----- Editing and post-production work for this episode was provided by The Podcast Consultant. Timestamps: (00:00:00) Welcome to Invest Like The Best (00:02:02) Intro: Sam Altman, CEO of OpenAI (00:02:35) Refocusing (00:05:43) OpenAI's Compute Bets (00:09:07) Data Centers (00:11:14) Jalapeno Chip (00:11:52) Kimi, Distillation & Open Source (00:14:39) The Hugging Face Incident (00:17:46) OpenAI's Mission & Vision (00:22:14) All the Returns Are at the Frontier (00:22:27) Bottlenecks: Compute, Research, Data (00:23:49) Sam's View on AI & Jobs (00:26:56) Unpopular Bets That Turned Out Right (00:27:45) Model Cycles (00:29:45) How Sam Uses AI (00:32:44) Having Kids (00:34:56) Why Sam Has No Equity in OpenAI (00:35:33) Robotics (00:36:48) The Origin Story of ChatGPT (00:39:22) How to Get AI into More Hands (00:42:20) How Sam Recruited Great AI Researchers (00:43:57) What Sam Learned From Being an Investor (00:45:22) What the Next 6–36 Months Look Like (00:46:31) Codex (00:49:36) Could We Be Oversupplied in Compute in Two Years? (00:50:09) Sam's View on Scaling Laws (00:50:20) Alec Radford (00:51:12) Formative Moments (00:53:50) Kindest Thing