Podcasts about Open source

AGENDA: 00:00 – Google Loses Two AI Legends as Anthropic Wins the Talent War 14:45 – China's $50B DeepSeek Bet Changes the AI Power Balance 27:15 – AI's Memory Crisis Has Begun — Apple Warns of a '100-Year Flood' 30:00 – Wall Street Finally Asks the $725 Billion Question: Who Pays for AI? 41:00 – We Built an AI Finance VP... and It's Better Than Humans 46:30 – The Death of Moats? Why Founders Should Stop Talking About Defensibility 58:30 – Databricks, ServiceNow & the New AI Software Winners 01:07:00 – The Seat-Based SaaS Model Is Dying 01:12:00 – OpenAI's Custom Models Could Rewrite Enterprise Software 01:17:00 – OpenAI's Biggest Threat Isn't Anthropic Anymore  

inotify in FreeBSD, how changes to poudriere.conf affect the build time, Migrating mail servers from exim to OpenSMTPD, and more... NOTES This episode of BSDNow is brought to you by Tarsnap and the BSDNow Patreon Headlines Native inotify in FreeBSD News Roundup How changes to poudriere.conf affect the build time Follow on Giving poudriere a jump start Migrating mail servers from exim to OpenSMTPD (smtpd) is fun and useful Orion PDA Recap of the April 2026 Frankfurt Area FreeBSD Hackathon – Sven Ruediger 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 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

Our 249th episode with a summary and discussion of last week's big AI news!Recorded on 06/17/2026Note: work has kept me from publishing episodes promptly, apologies! I'll get back on schedule soon.Hosted 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:Anthropic cut off access to Fable 5 and Mythos 5 after a US government order tied to alleged jailbreaks, prompting debate over inconsistent policy, export controls, and the practicality of preventing jailbreaks.SpaceX completed an IPO at a roughly $1.75T valuation and then moved to acquire AI coding startup Cursor for $60B, positioning xAI with Cursor's talent, data, and product to compete more effectively in coding.Infrastructure and business updates include Anthropic pursuing direct US data center leases backed by Google, leaked documents showing OpenAI's revenue growth alongside large losses, and chatbot market share shifting with ChatGPT below 50% as Gemini and Claude gain.Projects and policy highlights include OpenRouter's Fusion multi-model synthesis, new open releases from Moonshot, Qwen, and NVIDIA, DOJ support for xAI's unpermitted gas turbines in Memphis, and a Munich court ruling Google liable for false AI Overview statements.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(00:03:38) Ad break + news previewTools & Apps(00:04:52) Anthropic cuts off Fable 5 and Mythos 5 access following government order | The Verge + All the news about Anthropic's new AI fight with the White House(00:25:53) Facebook's new AI Mode search gets its info from public posts | The VergeApplications & Business(00:27:00) SpaceX to acquire the AI coding startup Cursor for $60 billion(00:35:42) Anthropic pursues data center leases, seeks financial backing from Google, The Information reports | Reuters(00:40:10) Leaked financial docs show OpenAI is losing billions of dollars a year - Ars Technica(00:46:00) ChatGPT's market share slips below 50% for first time | TechCrunch(00:50:34) ‘Tell Him He's a Piece of Shit': Meta's New AI Unit Is a Total Mess | WIRED(00:56:23) Sakana AI Commercializes AB-MCTS in Sakana Marlin, an Enterprise Agent Generating Up to 100-Page Research Reports With Slides - MarkTechPostProjects & Open Source(00:59:36) Surpassing Frontier Performance with Fusion — OpenRouter Blog(01:03:00) Moonshot AI Releases Kimi K2.7-Code: a Coding Model Reporting +21.8% on Kimi Code Bench v2 Over K2.6 - MarkTechPost(01:08:34) Meet Qwen-RobotSuite: Three Embodied AI Models for VLA Manipulation, Video World Modeling, and Navigation - MarkTechPost(01:11:29) Nemotron 3 Ultra: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning(01:17:31) ProCUA-SFT Technical ReportPolicy & Safety(01:20:33) DOJ Lawyers Argue xAI Is ‘Vital' for National Security in NAACP Lawsuit | WIRED + People Living Near xAI's Dirty Data Centers Are Pissed About the SpaceX IPO(01:25:29) A Court Has Ruled That Google Is Liable for False Statements Generated by AI Overviews | WIRED(01:28:47) Why Do Naive SFT Filters For Safety Properties Fail?Research & Advancements(01:34:14) From AGI to ASI(01:39:44) Artificial Analysis Intelligence Index v4.1: a shift toward agentic workloads(01:42:12) SIA: Self Improving AI with Harness & Weight UpdatesSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Is the open model GLM-5.2 really Opus 4.8 level?

Topics covered in this episode: Backup Docker volumes locally or to any S3 Pyodide 314.0 Release nb-cli: A Command-Line Interface for AI Agents and Notebook Automation Hindsight Agent Memory That Learns Extras Joke Watch on YouTube About the show Sponsored by us! Support our work through: Our courses at Talk Python AWS Community Day Midwest tomorrow Wednesday the 24th in downtown Indianapolis, Six Feet Up is sponsoring and there are 2 Sixies presenting 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 bonus 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: Backup Docker volumes locally or to any S3 Via Bryan Weber (thanks Bryan!), who spotted it over on Virtualization HowTo. Find Bryan at bryanwweber.com. offen/docker-volume-backup is a lightweight companion container that backs up the volumes your apps actually depend on, then ships them somewhere safe. It's tiny: written in Go and about 25MB compressed, roughly 1/20th the size of the shell-based image (jareware/docker-volume-backup) that inspired it. Drop it into your docker compose file as a backup service, mount the volumes you care about as read-only, and you're off. Push backups to a pile of destinations: a local directory, plus any S3, WebDAV, Azure Blob Storage, Dropbox, Google Drive, or SSH-compatible target. Mix and match as many as you want in one run. Recurring cron-style backups in a Compose setup, or one-off backups straight from the Docker CLI. Production-friendly touches worth calling out: Rotates away old backups so you don't quietly fill the disk. GPG encryption for your archives. Notifications on finished and failed runs (so you find out about failures before you need the backup). Stop a container during backup for a consistent snapshot using a simple docker-volume-backup.stop-during-backup=true label, then auto-restart it. Run custom commands during the backup lifecycle (great for a database dump before the file copy). Docker Swarm support, plus arm64 and arm/v7 builds. Hello, Raspberry Pi homelab. Fun aside from Bryan: he searched our back catalog for this tool and the search came back so fast he thought it hadn't run. Love to hear it. Calvin #2: Pyodide 314.0 Release PEP 783 is the real news — Pyodide maintainers used to hand-build 300+ packages. Now anyone can publish Pyodide wheels to PyPI with cibuildwheel. The version jump from 0.29 to 314.0 is intentional — it now tracks the Python version, so 314.x = Python 3.14. Binary compatibility is locked per Python cycle, meaning packages you build today won't break on the next Pyodide release. sqlite3, ssl, and lzma are back in the default stdlib — no more await pyodide.loadPackage("sqlite3"). Bigger download, but a much smoother experience for newcomers. bigint precision bug is fixed — values above 2^53 were silently losing precision when crossing the Python/JS boundary. The new JsBigInt type makes the roundtrip correct. Worth flagging if anyone is doing numeric work in a browser app. Experimental TCP sockets in Node.js — you can now connect Pyodide to a real database (MySQL, PostgreSQL, Redis tested) when running server-side. Blurs the line between "Python in the browser" and "Python runtime anywhere Wasm runs." Michael #3: nb-cli: A Command-Line Interface for AI Agents and Notebook Automation From Piyush Jain (Jupyter and LangChain maintainer) on the Jupyter blog: nb-cli: A Command-Line Interface for AI Agents and Notebook Automation. nb-cli is an experimental, Rust-based CLI to read, write, execute, and search Jupyter notebooks. The premise: agents are great at CLIs but terrible at hand-editing the nested JSON in an .ipynb, so let them operate on the notebook from the outside instead of running inside it. Works with or without a Jupyter server. No server? It reads/writes .ipynb files directly and talks to kernels over ZeroMQ. Connected to a live JupyterLab, your edits show up instantly via Y.js (the same CRDT Jupyter uses). Smart output format: instead of token-heavy JSON or ambiguous plain markdown, it uses @@cell / @@output sentinels with inline metadata. Less wasted context, unambiguous structure, and it degrades gracefully on truncation. The payoff is composability. "Add a summary section and run it" becomes one shell pipeline instead of six agent tool calls. And nb search notebook.ipynb --with-errors returns only the failing cells, so the agent skips the cells that worked. Claude Code tie-in: it ships as an agent skill. npx skills install jupyter-ai-contrib/nb-cli and your agent can drive notebooks via nb. Out of jupyter-ai-contrib, which aims to become an official Jupyter AI subproject. Still early (crates.io is at v0.0.5), so kick the tires before anything load-bearing. See also marimo-pair. Calvin #4: Hindsight Agent Memory That Learns AI agents forget everything between sessions — Hindsight gives them persistent memory that learns over time Simple three-method API: retain(), recall(), reflect() — store, retrieve, and reason over memories TEMPR retrieval runs semantic, keyword, graph, and temporal search in parallel for accurate results Automatically consolidates related facts into durable observations instead of piling up duplicates pip install hindsight-all runs the entire server in-process; integrates with LangChain, LlamaIndex, Pydantic AI, CrewAI, and more Extras Calvin: Clanker: A Word For The Machine **Ponytail — You know him. Long ponytail. Oval glasses. Has been at the company longer than the version control** **Klangk: Multi-User AI Sandboxing, Collaboration and Coding Platform** Cursor announces Origin performative-ui to quick start your new idea Michael: Astral Joins OpenAI: The Interview SpaceX to acquire Cursor And OpenAI renews Open Source support Portuguese subtitles are now available for Talk Python courses DSF is hiring including Six Feet Up support Joke: Oh Babe…

Connect with Early Riders — https://www.earlyriders.com/contactConnect with Onramp — https://onrampbitcoin.com/contact-us/Presented collaboratively by Early Riders & Onramp Media…Final Settlement is a weekly podcast covering capital markets, dealmaking, early-stage venture, bitcoin applications and protocol development.This week Brian, Michael, and Liam cover Anthropic's Mythos and Fable controversy and the orchestrated open-source-vs-frontier AI dynamic (Microsoft eyeing DeepSeek for enterprise, Japan's Sakana Fugu launch, Goldman's 24x token forecast by 2030), Franklin Templeton's new ETFs that auto-invest stock dividends into Bitcoin, Fidelity and State Street's entry into stablecoin reserve management, Illinois Governor Pritzker's 0.2% crypto wealth tax, the Fed's 130-page stablecoin KYC rulemaking, Binance's MiCA expulsion, Coinbase's tokenized-stocks rollout, SpaceX's IPO run and $60B Cursor acquisition, and the latest on Strategy's stretch product.Chapters00:00 - Introduction and Current Events03:04 - Anthropic's Mythos and Fable Controversy05:58 - The Role of Open Source in AI08:54 - AI Models and National Security Concerns11:54 - Microsoft's Strategic Moves in AI14:57 - The Future of AI Infrastructure17:55 - The Dynamics of AI Token Consumption21:06 - Emerging AI Technologies and Market Trends24:10 - Japan's Entry into AI with Sakana Fugu27:11 - Open Source Challenges and GitHub Controversy30:31 - Merging Money and AI for Market Success32:08 - Stablecoin Management: Fidelity and State Street's Moves33:59 - Innovative ETF: Dividends into Bitcoin38:48 - Regulatory Challenges: Illinois Crypto Tax42:52 - Stablecoin Issuer Regulations and KYC48:54 - Tokenized Stocks: Coinbase's New Offering50:53 - SpaceX's Rapid Growth and Market DynamicsIf you found this valuable, please subscribe to Early Riders Insights for access to the best content in the ecosystem weekly: https://www.earlyriders.com/researchKeep up with Michael:https://x.com/MTangumaKeep up with Liam:https://x.com/Lnelson_21Keep up with Brian:https://x.com/BackslashBTC

Speaker, author, and software developer recognized with a Microsoft MVP Award for Developer Technologies. Stacy has been developing solutions since the mid-1990s across various industries. She authored Beginning Azure Static Web Apps and is passionate about Azure, DevOps, and empowering developers.You can find Stacy on the following sites:XBlogLinkedInMastodonBlueSkyHere are some links provided by Stacy:MVP ProfileSessionize 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

While Anthropic and the U.S. Government continued to try and make amends, there was another seismic shift quietly taking place: open source surged. Between Microsoft reportedly testing Open Source models for Copilot and the powerful new GLM-5.2, there was a clear trend this week in AI world. Missed it all? Don't worry, we'll catch you up so you can make the informed decisions for your company. Anthropic Continues Fable Fight, Microsoft Goes Open Source, Midjourney's Big Pivot and More AI News That Matters -- An Everyday AI Chat with Jordan WilsonNewsletter: Sign up for our free daily newsletterMore on this Episode: Episode PageToday's Episode on LinkedIn: Thoughts on this? Join the convo on LinkedIn and connect with other AI leaders.Upcoming Episodes: Check out the upcoming Everyday AI Livestream lineupWebsite: YourEverydayAI.comEmail The Show: info@youreverydayai.comConnect with Jordan on LinkedInTopics Covered in This Episode:Anthropic Fable 5 and Mythos 5 Export BanTrump Labels Anthropic a National Security ThreatMicrosoft Copilot CoWork Open Source Model SwitchMicrosoft Considers DeepSeek-V4 for AI Cost ReductionChinese GLM 5-2 Sets Open Source BenchmarkGLM 5-2 Challenges Proprietary AI ModelsMidJourney Hardware Pivot: AI Medical Imaging ScannerCursor Building 1.5T Parameter Model, GitHub CompetitorAI CEO Summit: G7 Pushes US-Led AI CoalitionOpenAI Prepares GPT-5.6 ReleaseAnthropic, OpenAI, Google Face Geopolitical AI ScrutinyAdvancements in Token Efficiency and Cost ControlTimestamps:00:00 Trump's comments on Anthropic06:17 Microsoft exploring lower-cost AI models09:07 Microsoft exploring DeepSeek amid tensions13:45 AI model performance and efficiency trends15:59 AI leaders meet at G7 Summit21:22 Midjourney unveils first hardware product23:26 MidJourney's innovative spa technology28:50 Discussing Cursor's evolution and impact32:24 Talking about AI use cases33:27 Rumors and upcoming AI model releases37:20 OpenAI's major new hiresKeywords: Anthropic, Fable Five, Mythos Five, export controls, national security threat, Dario Amodei, Amazon, supply chain risk, Defense Production Act, Copilot CoWork, Microsoft, usage based pricing, open source AI, DeepSeek V4, Chinese AI model, token costs, Azure, agentic AI, enterprise AI billing, data security, compliance filters, GLM 5-2, Zhipu AI, 753 billion parameter model, MIT open source license, long context window, autonomous coding, Hugging Face, benchmark performance, text only model, multimodal capabilities, token efficiency, AI spend, G7 summit, AI governance, AI coalition, AI standards, cybersecurity risks, bioterrorism, chip trade, Sam Altman, OpenAI, Claude Opus 4.8, Gemini 3.5 Pro, MidJourney, medical imaging, MidJourney scanner, full body ultrasound, Butterfly Network, MRI alternative, spa launch, SpaceX, Cursor, 1.5 trillion parameter model, code hosting, GitHub competitor, code generation, AI super apps, Colossus compute, technical prompts, context window expansion, GPT 5.6, Claude Conway agent, Grok Imagine, Firefly AI, code artifacts, Google Ad Manager AI, Open Knowledge Format, Noam Shazeer, Dean Ball, Andrej Karpathy.Send Everyday AI and Jordan a text message. (We can't reply back unless you leave contact info) Start Here ▶️Not sure where to start when it comes to AI? Start with our Start Here Series. You can listen to the first drop -- Episode 691 -- or get free access to our Inner Cricle community and all episodes: StartHereSeries.com Also, here's a link to the entire series on a Spotify playlist. 

Your favorite open source projects have been busy. We round up the new releases worth knowing about, plus the big kernel changes headed your way soon.Sponsored By:Webroot: Webroot is cloud-based antivirus, engineered to stay out of your way. For a limited time, you can save sixty percent.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:AppleTalk 1985-2026 Memorial StickerSorry, I only open regular files StickerWebroot — Save sixty percent when you go to webroot.com/unplugged.

One of the myths that swirl around the open source company ecosystem is that all open source companies started as an open source project that then suddenly got traction, and followed by the founders frantically throwing spaghetti at the wall trying to figure out a business model. In fact, this is not the story of how all open source companies came to exist. It is not at all uncommon for a company to start the open source project with the explicit goal of building a company around it, and it also isn't uncommon for a company that started as a closed source company to open source a portion of their codebase, for a variety of reasons. This episode is about that second scenario. It's the first in a series about how Harper went from a closed-source company to an open source company, including both the why and the how of the transition. Today I talked with Ethan Arrowood, head of open source engineering at Harper. We'll get his perspective on the transition from closed to open source today, and another perspective next time. We talked about things like why Harper wasn't open source from the very beginning, how Harper doesn't fit the stereotype of an open source company in that they started with enterprise adoption, not individual developers using the platform, and the decision to go open source went hand in hand with the desire to focus on community building. We also had a conversation about the difference between being open source in name and really following the spirit of open source, and why there are business benefits to doing open source ‘right.' 

video: https://youtu.be/RCmZKZB-Mf8 The Linux News this week was jam packed. Linus Torvalds announced a new release of the Linux kernel. KDE announced a new release of the Plasma desktop. We've got an update on the AUR Malware from last week, it got better and then worse. Commodore revealed their next product, the Commodore Callback a Smart dumb phone. Yea I know. Plus there's some rumbles going on about the Return of Antergos Linux, we'll talk about that All of this and more on This Week in Linux, the weekly news show that keeps you up to date with what's going on in the Linux and Open Source world. Now let's jump right into Your Source for Linux GNews! Download as MP3 Support the Show Become a Patron = tuxdigital.com/membership Store = tuxdigital.com/store Chapters: 00:00 Intro 00:50 Linux 7.1 Released 03:36 KDE Plasma 6.7 Released 08:40 Antergos Linux Returns?! 16:08 AUR Malware Update for Arch Linux Users 19:39 Commodore Callback, a Smart Dumbphone 25:48 Epic Games Launches Lore Version Control System 28:24 DistroWatch Goes Down, Backups Save the Day 29:59 Outro Links: Linux 7.1 Released https://www.omgubuntu.co.uk/2026/06/linux-7-1-kernel-features https://www.phoronix.com/news/Linux-7.1-Released https://9to5linux.com/linux-kernel-7-1-officially-released-heres-whats-new https://www.gamingonlinux.com/2026/06/linux-kernel-7-1-out-now-with-new-ntfs-driver-lots-of-hardware-improvements/ KDE Plasma 6.7 Released https://kde.org/announcements/plasma/6/6.7.0/ https://quantumproductions.info/articles/2026-05/union-spring-2026-update Antergos Linux Returns?! https://github.com/Antergos-NeXT https://9to5linux.com/first-look-at-antergos-next-a-modern-revival-of-antergos-linux-with-kde-plasma https://distrowatch.com/dwres.php?resource=showheadline&story=20201 AUR Malware Update for Arch Linux Users https://lwn.net/Articles/1077619/ https://www.gamingonlinux.com/2026/06/the-security-situation-with-the-arch-linux-aur-got-a-lot-worse/ https://www.phoronix.com/news/Arch-Linux-AUR-More-Malware https://www.phoronix.com/news/Arch-Linux-AUR-More-Than-1500 https://itsfoss.com/news/yay-v13-release/ https://itsfoss.com/news/arch-linux-aur-malware-flood/ https://fossforce.com/2026/06/arch-says-alls-clear-after-aur-malware-incident-affects-1500-packages/ https://fossforce.com/2026/06/aur-registrations-blocked-amid-ongoing-malware-mess/ https://fossforce.com/2026/06/aur-to-arch-houston-weve-got-a-problem-were-under-attack-again/ https://www.phoronix.com/news/Arch-Linux-AUR-Russian-Spam Commodore Callback, a Smart Dumbphone https://commodore.net/callback/ https://itsfoss.com/news/commodore-callback-8020-launch/ https://arstechnica.com/gadgets/2026/06/commodores-newest-gadget-is-a-flip-phone-that-blocks-social-media-and-browsers/ https://www.tomshardware.com/phones/commodore-announces-linux-based-flip-phone-with-no-social-media-no-browser-the-callback-8020-will-be-available-in-five-retro-colorways-starting-at-usd499-runs-99-percent-of-android-apps https://www.wired.com/story/commodore-callback-8020-is-a-digital-detox-phone-that-isnt-dumb/ Epic Games Launches Lore Version Control System https://lore.org/ https://www.phoronix.com/news/Epic-Games-Lore-VCS https://itsfoss.com/news/lore-launched/ https://www.gamingonlinux.com/2026/06/unreal-engine-6-is-all-about-generative-ai-fortnite-and-the-verse/ https://www.theregister.com/devops/2026/06/17/git-good-with-epic-games-new-open-source-vcs-lore/5257978 DistroWatch Goes Down, Backups Save the Day https://distrowatch.com/ https://www.patreon.com/distrowatch/posts/server-outage-161521259 https://mastodon.social/@distrowatch Support the show https://tuxdigital.com/membership https://store.tuxdigital.com/

We're back! Tonight we're doing something special! We finally discuss the results of our challenge from the WHEEL of DOOM! ==== Special Thanks to Our Patrons! ==== https://thelinuxcast.org/patrons/ ===== Follow us

The hosts discuss a favorite scene from the 1981 film Caveman before introducing Project Synapse, their weekly show on AI and new technology. They cover a hectic week in AI news, including talk of SpaceX buying Cursor for $60B, Cursor's role as an AI-enabled IDE using multiple models, and concerns over token costs and profitability. They describe Anthropic taking Fable offline after a government order cutting off foreign nationals, raising fears about reliance on U.S.-based AI and digital sovereignty, and note Europe's renewed push toward open-source alternatives. They highlight open-source and lower-cost models such as Mistral, DeepSeek, and GLM 5.2, Google's strategy of free tools and local processing, and a DeepMind paper "From AGI to ASI." The episode ends with Midjourney's announced non-radiation full-body scanner concept and spa rollout plans for 2027. Find the links we talked about on our Discord Server. This is the link to you our Discord server  https://discord.gg/e9476SGMsz 00:00 Caveman Music Discovery 01:57 Show Intro and Hosts 03:03 SpaceX Buys Cursor 07:23 Is Cursor Still Best 09:18 Fable AI Vanishes 11:20 Government Shutdown Fallout 13:57 Digital Sovereignty Wakeup 18:09 Open Source Reality Check 20:23 Economics Detour Debate 22:30 Governments Back Open Source 27:00 Mistral DeepSeek Shift 29:51 Google Gives AI Away 31:35 Avatars Tokens and X 32:54 Local Models Slow Iteration 33:58 Local AI Smart Speakers 34:40 Chrome Model Backlash 35:20 BitTorrent Style Inference 37:43 Distrust And Data Centers 38:19 Small Models And Transformers 39:45 Google AI Tool Rundown 41:17 DeepMind From AGI To ASI 45:40 Beyond Transformers Next Minds 48:19 AI Splintering And Niches 49:20 Diffusion And SubQ Attention 54:39 Forking And Competition 57:26 Monopolies And CEO Culture 01:02:30 Midjourney Medical Scanner 01:08:59 Innovation Hopeful Wrap

We’re in a sort of watch party for a season when World Cup soccer, championship basketball, sports of every kind, all seem to run deeper, more believable, much better played than the rest of our ... The post The Boston Watch Party appeared first on Open Source with Christopher Lydon.

In this episode of Crazy Wisdom, Stewart Alsop sits down with Akin Kadioglu, cofounder of Bondi Finance, to unpack the wild world of tokenized corporate bonds and what it actually takes to bring traditional finance onto the blockchain. They trace the regulatory maze from Bermuda's segregated accounts structure to the global competition between nation states racing to build the best tokenization frameworks, then widen the lens to cover the Genius Act and stablecoin politics, why America's biggest companies have stopped going public, the techno feudalism reshaping Silicon Valley, China's strategy of copying and scaling rather than innovating, and a deep dive into emerging market bonds, default risk, and why countries like Turkey, Mexico, and Indonesia might be more investable than people assume. Find Akin on Twitter at @kadiogluakin, and check out his work at Bondi Finance, bondifinance.io.Timestamps00:00 Tokenization of corporate bonds and Bermuda's regulatory structure05:00 Global tokenization frameworks and the Genius Act's impact on stablecoins10:00 Anthropic's secondary markets, private capital, and why big companies avoid IPOs15:00 Techno feudalism, Silicon Valley's clergy class, and China's distillation strategy20:00 RISC-V, open source robotics, and the AI monopoly risk25:00 American gridlock, constitutional spirit, and crypto as freedom from centralization30:00 Argentina's 2001 default, dollar pegging, and Milei's deficit cuts35:00 Carry trades, US treasury rates, and inflation in emerging economies40:00 Sovereign versus corporate bonds and tokenization's $38 trillion opportunity45:00 Investment grade versus junk bonds and zero default risk explained50:00 Bond credit ratings, Yankee and Samurai bonds, and top emerging market picksKey InsightsTokenization's biggest obstacle isn't technology, it's sovereignty. Akin argues that nation states resist giving tokenized assets the same ownership rights as traditional securities because they're hesitant to cede authority to neutral blockchains, even when the underlying infrastructure already works.The Genius Act protected banks more than it empowered crypto. By separating yield bearing stablecoins from non yield bearing ones, regulators effectively let banks keep customers from earning interest outside traditional savings accounts, a quiet but consequential win for legacy finance.America's biggest companies are opting out of public markets. Stripe, Anthropic, OpenAI, and SpaceX have stayed private far longer than past generations of breakout companies, raising real questions about whether venture capital has replaced the public markets that once defined American finance.Silicon Valley's elite increasingly resemble a modern clergy. Akin frames the founders and labs that gatekeep advanced AI knowledge as inheritors of a medieval power structure, where access to "secret knowledge" converts directly into capital and influence over everyone else.China wins by scaling, not innovating. Rather than leading at the frontier, China consistently lets American labs take the first step, then copies and mass produces at a fraction of the cost, a strategy Akin sees playing out in everything from manufacturing to AI models.Not all bonds carry the same kind of risk. Akin draws a sharp distinction between bonds with zero tail risk, like US treasuries denominated in their own currency, and corporate or foreign currency sovereign bonds, where default is always possible no matter how strong the issuer looks.Emerging market ratings can be misleading. A BB rated company in an emerging market may have a lower default rate than a BBB rated US company, since emerging market firms typically need far more financial maturity just to access public bond markets in the first place.

FreeBSD to OpenBSD Wireguard, Object storage with OpenZFS and SeaweedFS, a zfs script for labeling drives, and more... NOTES This episode of BSDNow is brought to you by Tarsnap and the BSDNow Patreon Headlines FreeBSD to OpenBSD Wireguard Using Object Storage with OpenZFS and SeaweedFS News Roundup zfs – a helper script for labelling all those drives AI errno(2) values The vi Family Creating a Samba Active Directory Domain Controller on FreeBSD Beastie Bits Let's find out how to get predictable IPv6 addresses assigned to OpenBSD VMs 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 Davi - BSDCan 2026 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

Rob Moffat (Chief Architect at FINOS) maps out the intersection of workspace interoperability, open-source AI deployment, and multi-cloud security frameworks. He compares MCP (Model Context Protocol) with FDC3, tracks the rollout of the Common Cloud Controls (CCC) live validator tool, and reveals how open-source standards prevent multi-vendor lock-in at the desktop and infrastructure layers.

Is the AI trade getting crowded?This week on Hivemind, Delphi Ventures Partner Tommy Shaughnessy joins the show to debate one of the biggest questions in technology and markets today: can OpenAI and Anthropic justify their valuations, or is open-source AI about to take market share?The team discusses enterprise AI spending, the economics of frontier models, the rise of open-source alternatives, SpaceX's IPO, the AI bubble debate, Hyperliquid's continued growth, and the latest developments surrounding Zcash and the private Bitcoin thesis.TIMESTAMPS00:00:00 Introduction & Market Outlook00:05:00 OpenAI, Anthropic & Enterprise AI Spending00:08:53 Open Source vs Frontier Models00:24:41 Are We In An AI Bubble?00:35:17 SpaceX IPO & Equity Issuance00:38:13 AI Regulation & Political Risk00:53:36 Hyperliquid & HYPE01:04:14 Zcash & The Private Bitcoin Thesis01:13:16 Final ThoughtsLink to our Youtube: https://www.youtube.com/@Delphi_DigitalFollow Ceteris: ⁠https://x.com/ceterispar1bus⁠ Follow Jason: ⁠https://x.com/3xliquidated⁠ Follow Tommy: https://x.com/Shaughnessy119Follow Jose: https://x.com/ZeMariaMacedoFollow Kevin: https://x.com/Kevin_Kelly_II

In unserer letzten Podcast-Folge geht es darum, ob eingefrorene Teile von Mäusegehirnen nach dem Auftauen wieder funktionieren und wie gut mittlerweile Open-Source-KI-Modelle sind. _Hinweis: Dieser Podcast wird von einem Sponsor unterstützt. Alle Infos zu unseren Werbepartnern findest du [hier](https://linktr.ee/mittechnologyreviewpodcast)_.

Marty sits down with Kyle Olney to discuss the government's escalating war on freedom tech, from the BRCA's dangerous developer loopholes and sudden AI export controls to the urgent need for open source software as the last line of defense against surveillance and licensing regimes. Kyle on X: https://x.com/KyleOlney STACK SATS hat: https://tftcmerch.io/ Our newsletter: https://www.tftc.io/bitcoin-brief/ TFTC Elite (Ad-free & Discord): https://www.tftc.io/#/portal/signup/ Discord: https://discord.gg/yHGkvYxdqT Opportunity Cost Extension: https://www.opportunitycost.app/ Shoutout to our sponsors: Bitkey https://bitkey.world/ Aven https://www.aven.com/bitcoin CrowdHealth https://www.joincrowdhealth.com/tftc Unchained https://unchained.com/tftc/ Lygos https://lygos.finance/ Salt of the Earth: https://drinksote.com/tftc Join the TFTC Movement: Main YT Channel https://www.youtube.com/c/TFTC21/videos Clips YT Channel https://www.youtube.com/channel/UCUQcW3jxfQfEUS8kqR5pJtQ Website https://tftc.io/ Newsletter tftc.io/bitcoin-brief/ Twitter https://twitter.com/tftc21 Instagram https://www.instagram.com/tftc.io/ Nostr https://primal.net/tftc Follow Marty Bent: Twitter https://twitter.com/martybent Nostr https://primal.net/martybent Newsletter https://tftc.io/martys-bent/ Podcast https://www.tftc.io/tag/podcasts/

SUMMARY: As tools like Mythos create new AI-cybersecurity concerns, CIOs and CISOs need to be prepared for two challenges: Security Remediation and Patch to Production. SHOW: 1037SHOW TRANSCRIPT: The Enterprise AI Show #1037 TranscriptSHOW VIDEO: https://youtu.be/H5KxoiEIfUoSHOW SPONSORS:Nasuni - Activate your data for AI and request a demoOutShift by Cisco - “Scaling Out Superintelligence”  The Internet of Cognition architectureShareGate - ShareGate Protect. Microsoft 365 Governance, we got this!SHOW NOTES:Project Lightwell (Red Hat and IBM)Athena (Chainguard)Anthropic Project GlasswingOpenAI GPT 5.5-CyberTHESIS: Major initiatives are forming to help enterprise organizations combat security vulnerability threats found or created using new AI-cyber tools such as Anthropic Mythos. What are the key considerations, and what additional steps do organizations need to take to be advantaged by these capabilities? Part 1The Breaking Point and the Mythos MomentThe scope of open source security and supportPatches, disclosures and upstream open sourceClearinghouses, EOs, Laws and CommunitiesRemediation - Build vs. BuyPart 2How fast can you get from Patch to Production?Mitigation before patchingFast path and stable patch pipelines?Automation in patching vs. automation in deploymentFEEDBACK?Email: show @ the enterprise ai show dot comeBluesky: @TheEntAIShow.bsky.socialTwitter/X: @TheEntAIShowInstagram: @TheEntAIShow

Our 248th episode with a summary and discussion of last week's big AI news!Recorded on 06/12/2026Note: we recorded just before the OTHER big news about Fable... we'll discuss it on the next episode.Hosted 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:Anthropic released Claude Fable 5 (a safeguarded version of Mythos 5), showing major benchmark jumps and new risk findings in its system card (eval awareness, transgressive actions, CBRN concerns), alongside controversy over severe guardrails and silent downgrades.Apple announced Siri AI at WWDC, positioning a more capable conversational assistant integrated across iPhone features, reportedly built on a custom Gemini partnership; Google also rolled out Gemini 3.5 Live Translate and cut Google AI Plus pricing while bundling more storage.Business and infrastructure updates include OpenAI's confidential IPO filing amid an IPO race with Anthropic and SpaceX, Bezos-backed Prometheus raising $12B for “physical AI,” DeepSeek seeking a major external round, and Google paying SpaceX about $920M/month for GPUs.Open-source, safety, and policy developments feature new Gemma 4 and Diffusion Gemma releases, a lab letter urging DNA/RNA screening laws, Amodei calling for an FAA-like AI regulator and third-party testing, research on agent harms and RL “societal hacking,” and a dispute over music-label settlements with Suno/Udio.Timestamps:(00:00:10) Intro / Banter(00:01:11) News Preview(00:01:53) SponsorsTools & Apps(00:04:53) Claude Fable 5 and Claude Mythos 5 + Anthropic apologizes for invisible Claude Fable guardrails(00:27:06) Apple announces Siri AI and its next generation of Apple Intelligence | The Verge + I tried Siri AI, and so far it actually works(00:33:47) Gemini 3.5 Live Translate rolling out to Google Meet and Translate(00:35:39) Google just fired a warning shot in the AI subscription price wars | TechCrunchApplications & Business(00:37:55) OpenAI Confidentially Files for IPO on the Heels of SpaceX and Anthropic | WIRED (00:41:57) Jeff Bezos's Prometheus raises $12B to build an 'artificial general engineer' for the physical world | TechCrunch(00:45:39) DeepSeek slated to raise $7 billion in maiden funding round, sources say(00:48:18) Huawei-led team claims it post-trained DeepSeek's 1.6-trillion-parameter model — 1,000 Ascend 910C chips used in training(00:51:57) Google will pay SpaceX $920M per month for compute | TechCrunch(00:55:51) Elon Musk Shows Off AI Data Centers SpaceX Wants to Send Into Space - Business InsiderProjects & Open Source(01:01:14) Google's new Gemma 4 12B model is designed to run on any laptop with 16GB of RAM - Ars Technica(01:05:13) Google AI Releases DiffusionGemma, a 26B MoE Open Model Using Text Diffusion for Up to 4x Faster Generation - MarkTechPostPolicy & Safety(01:09:42) OpenAI and Anthropic Sign Letter to Prevent AI-Developed Biological Weapons | WIRED(01:14:04) Anthropic CEO publishes lengthy article: AI is moving too fast, and policies can't keep up. | PANews(01:20:18) Anthropic Urges Global Pause in AI Development, Flags ‘Self-Improvement' Risk - WSJ(01:24:46) When Benign Inputs Lead to Severe Harms: Eliciting Unsafe Unintended Behaviors of Computer-Use Agents(01:27:42) Large Language Models Hack Rewards, and Society(01:33:46) Senior US officials eye government shares in AI giantsSynthetic Media & Art(01:37:45) AFM Sues UMG, WMG Over Settlements With Suno and UdioSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

NuNet is building a decentralised compute and orchestration network where people can contribute spare CPU, GPU, RAM and other resources, while developers and organisations can deploy workloads across available infrastructure. In this episode, Peter talks with Jennifer from NuNet about the new NuNet Appliance and why it matters for making decentralised compute more practical for everyday users.The conversation covers how NuNet matches the right compute to the right job, how the Appliance lowers the barrier to onboarding devices, and why use cases like n8n automations, private AI agents, edge AI, Cardano SPO infrastructure and web deployment workflows are a natural fit for the network. Jennifer also explains NuNet's zero-trust security model, pricing approach, organisations, ensembles, deployment templates, and how NTX fits into orchestration fees.If you have spare compute, want to run private AI workloads, or are building in the DePIN and Cardano ecosystem, this episode gives a practical look at how NuNet is moving from concept to usable infrastructure.Key Takeaways:- NuNet is a decentralised compute and orchestration platform that lets people contribute spare compute and lets workloads find suitable resources automatically.- The NuNet Appliance is designed to make onboarding CPUs, GPUs, RAM and other compute resources much easier for non-expert users.- NuNet can support broad workloads, including n8n automation, private AI agents, Qwen-based LLM deployments, edge AI, web builds and Cardano SPO infrastructure.- The network uses a zero-trust model where machines are cryptographically identified and verified at each interaction.- Compute pricing is designed around stable currency values, with automatic conversion into NTX rather than forcing users to price workloads directly in a volatile token.- NuNet organisations can let other DePIN projects bring their own communities and native tokens while still using NuNet's orchestration layer.- Ensembles and templates are intended to simplify deployments so users do not need to manually understand every YAML configuration detail.- NuNet is open source, with docs, GitLab, Discord, Medium and X available for people who want to try the network or contribute.Links & References:- NuNet — Compute Orchestration for a Decentralized World: https://link.learncardano.io/eGKGuZ- What is NuNet? | NuNet Documentation: https://link.learncardano.io/rHu2E4- x.com: https://link.learncardano.io/NIhPKR- https://link.learncardano.io/Tlu7wNWebsite: https://link.learncardano.io/bQ68RcX/Twitter: https://link.learncardano.io/3a1QtvDisclaimer: This content is for educational purposes only. Nothing constitutes financial advice.DISCLAIMER: This content is for informational and educational purposes only and is not financial, investment, or legal advice. I am not affiliated with, nor compensated by, the project discussed—no tokens, payments, or incentives received. I do not hold a stake in the project, including private or future allocations. All views are my own, based on public information. Always do your own research and consult a licensed advisor before investing. Crypto investments carry high risk, and past performance is no guarantee of future results. I am not responsible for any decisions you make based on this content.

For episode 300 of The Product Podcast, Carlos Gonzalez de Villaumbrosia sits down with Ajit Varma, Head of Firefox at Mozilla, the nonprofit behind the original challenger browser that pioneered browser tabs, pop-up blockers, and browser extensions. With 210 million active users and $826 million in annual revenue, Firefox is the only major independent, open-source browser still standing against Google Chrome's 68% share, Apple Safari's 17%, and a new wave of agentic browsers. Before Mozilla, Ajit spent six years at Meta leading monetization of WhatsApp and overseeing its business messaging platform. He has also held product roles at Google, Uber, and Square.What you'll learn:Why LLMs are making browsers more strategically important, and what that means for product teams building in an agentic worldWhy "trust us" is no longer enough, and how open source changes the standard for privacy in AI products- How to compete against trillion-dollar incumbents without abandoning your missionKey takeaways:Privacy claims without open-source inspectability are unverifiable, "trust us" is no longer a sufficient product strategy in the AI eraCompeting against trillion-dollar companies is possible when mission clarity defines what you refuse to optimize forThe agent-driven internet will either democratize access or concentrate it, product choices made today will determine whichSocial Links:Find out more about Product School hereFollow our Podcast on TikTok hereFollow Product School on LinkedIn here

Karl Moll (Technical Project Advocate at FINOS) sits down with Grizz Griswold to discuss how CALM (Common Architecture Language Model) is acting as the structural glue connecting compliance projects across the banking ecosystem. He breaks down the momentum behind the Open SDLC Controls Framework and how these tools together build a secure, governable pipeline for unpredictable AI deployments.

This show has been flagged as Clean by the host. T-DOSE TDOSE 2027 Mark you calendars #TDOSE 2027 on 5 and 6 June '27 in the Weeffabriek, Geldrop. T-DOSE Info Booth Hackalot Laptop Revive Free Software Foundation Europe Doeidag and Banray Debian Angry Nerds Podcast Freie Software Freunde - Free Your Model Train Hacker Public Radio: The community Podcast UBports Adfinis Credits The Technical Dutch Open Source Event (T-DOSE) In hpr4641 :: Technical Dutch Open Source Event (T-DOSE) , Ken interviewed Peter van Ginneken about the T-DOSE conference. The Technical Dutch Open Source Event (T-DOSE) is a free conference to promote the use and development of Open Source software. This event has is organised yearly since 2006 in the Brainport region, near Eindhoven, The Netherlands. During this event, Open Source projects, developers and visitors can exchange ideas and knowledge. Peter van Ginneken Opens the Event. We catch up with him at the start of Day 2. Info Booth The backbone of any event is the Info booth and catering. Here we talk to Nick Hibma who when not serving on the Info Booth is treasurer of the T-DOSE organisation. Ready to serve sandwitches, sell T-Shirts, Magic Mugs, and club-mate T-Shirts club-mate Magic Mugs Hackalot Hackalot is the Eindhoven and surrounding area hackerspace. A hackerspace is a place where hackers can work on their own or collaborative projects. You can work and talk together, but you can also do your own thing. Together we can also purchase a lot of cooler tools such as lasercutters and 3d printers. Often there is no suitable place for equipment at home. So if you know someone, you are either an electronics/computer/technical hobby that got out of hand, come on by! Boekenwuurm at the Hackalot stand. The Hackalot stand. Boekenwuurm@hsnl.social boekenwuurm.nl Hackalot Laptop Revive Laptop Revive collects discarded laptops, that are still working. We then install Linux Mint to provide a working laptops to students who cannot afford laptops. We are socially involved, sustainable and open. Alex Kok Laptop Revive Laptop Revive Free Software Foundation Europe Free Software Foundation Europe (FSFE) information booth, with information material, stickers and merchandise. Nico was so busy that we were unable to snag an interview this time. However check out our talk with him at the NLUUG Spring Conference 2026 . Free Software Foundation Europe Doeidag and Banray We also interviewed Geert-Jan Meewisse in hpr4639 :: NLUUG Spring Conference 2026 but this time he is here talking about banray.eu In 2025, Meta sold over seven million pairs of camera-equipped glasses that look like regular Ray-Bans. The person wearing them looks like anyone else. But these people are now products, as is everyone they interact with. He then also mentioned the Doeidag project where they encourage people to drop one service at a time on the first Sunday of the month https://doeidag.nl/ https://banray.eu/ Geert-Jan Meewisse Doeidag and Banray Debian The Debian Project is an association of Free Software developers who volunteer their time and effort in order to produce the completely free operating system Debian. Ken Talks to Joost van Baal Llić from the Debian Project Debian Angry Nerds Podcast Angry Nerds, met extra cyber! The Angry Nerds is a Dutch Language podcast about privacy and security It's a live show that is topical and often humorous tech podcast where a group of enthusiastic nerds discusses current technology, IT and cybersecurity topics. The hosts combine technical depth with background conversations, humor and the occasionally a good dose of cynicism. Expect conversations about everything from network infrastructures to software development, from privacy issues to bizarre tech trends. Ken on the Angry Nerds Podcast You can listen to the recording at Angry Nerds op T-DOSE 2026 deel 2 (prikkelarme versie). Angry Nerds Podcast Freie Software Freunde - Free Your Model Train We are a non-profit organization. We are committed to Free Software and Open Standards. Software is not just technology, it's an important part of our daily life. We want to raise awareness of the importance of Free Software and Open Standards. That is why we are concerned with topics outside of technology: politics, education, ethics, psychology, ecology and economics, licenses, ... One of our projects is "Free your model train". Our goal is to raise awareness of the benefits of open standards. Birgit Hücking (@akkolady) standing at the freie-software.org The freie-software.org table with two large train loops, a smaller internal one. Two knitted Tux Mascots. And a lot of information. Close up of the two knitted Tux Mascot. @akkolady@chaos.social @FreieSoftwareFreunde@mastodon.social Freie Software Freunde Free Your Model Train https://fymt.de Hacker Public Radio: The community Podcast Hacker Public Radio is a technology focused podcast that releases shows every weekday Monday to Friday. Our shows are created by people like you, and can be on any topic that is of interest to hackers, hobbyists, makers, etc. We are a welcoming community that offers positive feedback and encourages respectful debate. This is our 21st year of operation, and we will release our 5,000th show in August. Everything we do is released under a Free Culture License. We do not vet, edit, moderate or in any way censor any of the audio you submit, we trust you to do that. We will be available to guide you in sharing your knowledge with the community. Having had a stand at FOSDEM (BE), OggCamp(UK), Linux Fest North West(US), Spectrum (FR), we are available to show you how easy podcasting can be. We will be answering your questions, and conducting interviews with anyone with anything interesting to say. The HPR booth. Hacker Public Radio UBports We are developing an open source Linux mobile OS built to be your daily driver... ...and we'd like to welcome you to our community. Next up is a chat with Sander Klootwijk about UBports and Ubuntu Touch. Their website has a list of supported devices . We talk with Sander Klootwijk Proof it's running on actual hardware Yumi The UBports Installer Mascot was not available for comment. Ubuntu Touch on a Fairphone @BallonQuartier@mastodon.nl UBports https://devices.ubuntu-touch.io/ Adfinis Accelerate your business with open source-driven automation, security, cloud, and DevSecOps solutions from Adfinis, your end-to-end partner for robust, flexible IT that drives growth and innovation at any scale. Welcome to Our World Full of Open Source At Adfinis, we believe in the transformative power of open source technology to foster innovation, transparency, and collaboration. We are committed to providing solutions free from vendor lock-in, ensuring our clients retain full control and flexibility over their systems. Digital sustainability lies at the heart of our approach, as we strive to create technologies that not only serve the present but also support a long-term, environmentally responsible future. Additionally, we champion digital sovereignty, empowering organizations and communities to own and control their data, infrastructure, and technological destiny. These principles drive us to build a more open, sustainable, and inclusive digital world. Finally we chat to Coen hamers , Robert de Bock , and Annebelle van Waardenburg from Adfinis whose sponsorship made the event possible. https://www.adfinis.com/en/solutions https://www.adfinis.com/en/career Credits Record Needle Rip Free Software Song Provide feedback on this episode.

פרק מספר 516 של רברס עם פלטפורמה - קרבורטור מספר 41. הפעם רן ואורי מארחים את נתי לשיחה על נקודת המפגש המרתקת שבין קוד פתוח לקידוד מבוסס סוכנים (Agentic Coding). דיברנו על העתיד הדיסטופי והאופטימי של מפתחי קוד פתוח, איך משווקים מוצרים ל-Agents, ולמה שורת הפקודה (CLI) חוזרת אלינו בענק. [01:04] העתיד המדומיין של AI (סיפורו של OpenClaw) נתי משתף סיפור משעשע על ניסיון לחקור את "OpenClaw". הזיות (Hallucinations) של מודלים: Claude מאשר את העובדות, בעוד ש-Gemini מנתח שמדובר בהמצאה עתידית (פברואר 2026). הבנה שמודלי שפה (LLMs) הם מנועים הסתברותיים ולא מנועי חיפוש עובדתיים. [05:58] החזון הדיסטופי: האם AI יהרוג את הקוד הפתוח? בעיית ההעתקה: בעבר קוד הוגן על ידי רישיונות (כמו AGPL), היום קל לבקש מהמודל לשכתב קוד משפה אחת לאחרת (למשל מ-NodeJS ל-Rust) בעלויות אפסיות. קריסת מודלים עסקיים: עלויות התמיכה והאופרציה (Operation) יורדות כי ה-Agent מתקן תקלות לבד, מה שחותך את ההכנסות של חברות כמו Red Hat. עומס על ה-Maintainers: קוד מג'ונרט על ידי Agents נראה מעולה ומתועד היטב, אבל לא תמיד נכון ארכיטקטונית או לוגית. גישות התמודדות: חלק דורשים לקבל את ה-Prompt (הכוונה) ולא את הקוד עצמו, בעוד שאחרים (כמו יוצר שפת Zig) אוסרים לחלוטין גישה של AI לפרויקט. [15:15] החזון האופטימי: שיווק לסוכנים (GEO) מעבר מ-SEO ל-GEO (Generative Engine Optimization): סוכני AI הם הלקוחות החדשים. איך Agent בוחר כלים? לפי איכות הקוד, הפופולריות שלו ב-GitHub, ובעיקר לפי התיעוד. קוד פתוח הופך לכלי שיווקי קריטי (Open Core) כדי שהסוכנים יוכלו למצוא, להבין ולהמליץ על המוצר. מודלים היברידיים ו-Freemium: מוצרים (כמו Postits) מציעים גישה ללא חומת תשלום (Paywall) בשלבים הראשונים, מה שמאפשר ל-Agents לעבוד איתם בקלות דרך API (Headless SaaS), ואפילו לבצע רכישות בעצמם בהמשך דרך Stripe. [30:29] שובו של ה-CLI ומגבלות ה-MCP הדיבייט סביב MCP (Model Context Protocol): הפרוטוקול כבד, "זולל" טוקנים (Token hungry) עבור הקונטקסט, ודורש תחזוקה של שרתים נוספים. למה Agents כל כך אוהבים CLI (שורת פקודה)? גישה ישירה לאקוסיסטם המקומי והרשאות (כמו Kubernetes או סביבות ענן) בלי לחשוף מפתחות לשירות חיצוני. יכולת לבצע מניפולציות מורכבות בצד הלקוח (Chaining, Grep, Sed) מבלי לשנות קוד ב-Backend, מה שהופך את המודלים לאנשי DevOps מעולים. [36:17] רישיונות קוד פתוח וה"נשמה" של המוצר האתגר באכיפת רישיונות (כמו GPL) בעולם שבו קשה להוכיח על איזה קוד המודל התאמן ואם בוצעה העתקה. הבדל חשוב בטרמינולוגיה: מודלים של "Open Weights" לעומת מודלים שה-Training Data שלהם באמת פתוח. תוכנה כיצירת אומנות מול קומודיטי (Commodity): האם קוד מג'ונרט יכול להחליף את החזון וה"נשמה" (Soul) של מפתחים בולטים? ההשוואה לעולם המוזיקה מדגישה שמשתמשים הולכים אחרי האומן והחזון, לא רק אחרי הקוד היבש. [50:25] רגולציה ומודלי Open Weights אורי מעלה נקודה מעניינת על החסימה של מודל Fable 5 / Mytos 5 (של Anthropic) למשתמשים מחוץ לארה"ב על ידי הממשל האמריקאי. ההשפעה של רגולציה: ה"תקרת זכוכית" הזו עלולה לפגוע בחברות המסחריות האמריקאיות בטווח הקצר, ודווקא לדחוף קדימה מודלים פתוחים (Open Weights) סיניים או אירופאים שאינם כפופים לאותן מגבלות. האזנה נעימה!

Topics covered in this episode: pi + superpowers Terminal: Warp.dev + OhMyZSH {Blink,kitty} + mosh + tmux Claude code MacWhisper or Handy Tailscale Extras Joke Watch on YouTube About the show Sponsored by us! Support our work through: Our courses at Talk Python Training Six Feet Up is hosting a LinkedIn Live Connect with the hosts Michael: @mkennedy@fosstodon.org / @mkennedy.codes (bsky) Calvin: @calvinhp@sixfeetup.social / @calvinhp.com (bsky) Show: @pythonbytes@fosstodon.org / @pythonbytes.fm (bsky) 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: pi + superpowers terminal-first, open-source coding agent Session management is a first-class citizen Extension model is what makes pi special — it's aggressively composable Superpowers brings a structured software development methodology as loadable skills Steps back and asks you what you're really trying to do “hand you the keys to the car” mode vs guardrails might not be for everyone Michael #2: Terminal: Warp.dev + OhMyZSH If you're using the base terminal with default settings, you have so much head-room for improvement. I've been using Warp.dev since Elvis talked me into it. ;) Remarkable terminal but the AI side of things is a bit junky, can be turned off OhMyZSH gives better autocomplete e.g. git branch [HTML_REMOVED] lists all branches in the local repo! Commandbookapp.com is excellent to keep the terminal focused on terminal things and more server commands and other automation in Command Book. Calvin #3: {Blink,kitty} + mosh + tmux Kitty Terminal — GPU-accelerated terminal emulator for macOS, Linux, and Windows with support for graphics, ligatures, and a powerful tiling layout system built right in. Blink Shell — The go-to terminal for iPad/iPhone power users; full SSH and Mosh client with a gorgeous interface built specifically for mobile professional workflows. Mosh — Mobile Shell replaces SSH for remote connections, surviving network switches, sleep cycles, and flaky Wi-Fi with zero dropped sessions — essential for staying connected to long-running agentic jobs. tmux — Terminal multiplexer that keeps sessions alive on your Linux server indefinitely; detach from a Mosh session on your Mac, reconnect from your iPad, and your agent is right where you left it. The combo — Kitty or Blink + Mosh + tmux creates a "persistent remote brain" pattern: your beefy Linux homelab runs the compute-heavy agent sessions 24/7, and any device becomes a thin client to drop in and out at will. Michael #4: Claude code I prefer the IDE experience, the new PyCharm + Claude integration is really good. VS Code too. Why IDE? Because we should still be present with our code and managing context is much easier. Use the best/latest models on high thinking. “Speed” is not your friend, it's just shortcuts. Create skills and agents and use them. Curate your own rules (e.g. Talk Python's Claude.md) Works well on non-coding things. Just create a folder, put a ton of files in there and it's like NotebookLM + Chat + more. Calvin #5: MacWhisper or Handy Transcribes your speech using your choice of Whisper or Parakeet models. All transcription is done on your device, no data leaves your machine. Automatic Speaker Recognition with local models. Handy is more basic, but open source and runs on all platforms. Michael #6: Tailscale No need to open ports at all, Tailscale makes machines inside the same network accessible to each other Works great for laptops, desktops, etc. But also available for servers. Though I still use cloud firewalls for servers. How I use it: My dev database server, preloaded with QA data, is always running on my home mac mini m4 pro. All my apps look for that server before looking locally and tailscale makes them always accessible to each other My local LLMs expose OpenAI API compatible APIs. Tailscale makes these accessible even while traveling or at a coffee shop. Use my mini as an exit node. All traffic is routed outbound from my local fiber network. Great to restricted IPs like accessing my servers without caring about the local IP. Screen share back to my home machines even while traveling. Listen to the Talk Python episode with Alex for a deeper conversation. Extras Calvin: Telescopo great Mac Markdown viewer/editor. Michael: One more: Typora markdown editor. Created formal documentation for many of my open source packages using Great Docs. Via Mark Little: Statement on the US government directive to suspend access to Fable 5 and Mythos 5 Joke: No second date

Join host Steven Dickens in this episode of *I Am a Mainframer* featuring Brahadambal Srinivasan, Technical Architect at IBM, as she shares her journey from Linux and open source to leading teams working on Linux on Z.Brahadambal talks about how her team helps maintain and port open source packages, why Linux on Z is still Linux, and what it takes to support applications on the s390x architecture. She also explains how IBM works with the Open Mainframe Project and the open source community to keep changes upstream and improve access through repositories and GitHub Actions runners.The conversation also covers her experience leading a global Gen Z team, the importance of patience in building a career, and her view of the mainframe's future as a platform that will continue to grow alongside AI and modern innovation.If you enjoyed this episode, subscribe for more conversations from *Mainframe Connect* and the *I Am a Mainframer* series.#IAmAMainframer #MainframeConnect #OpenMainframeProject #IBM #LinuxOnZ #s390x #OpenSource #TechCareers

Martin builds cross-platform multimedia infrastructure and developer tools. Since 2017, he has maintained major LibVLC ecosystem projects including LibVLCSharp and VLC for Unity, used by developers worldwide to build media applications. He is also the founder of pkgstore.io and regularly shares his expertise through consulting, speaking, and technical writing.You can find Martin on the following sites:BlogGitHubLinkedInXHere are some links provided by Martin:pkgstore.ioLibVLCSharp Samplesdav1d 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

ThunderCast, the official Thunderbird podcast is back for another season! In this episode we focus on the upcoming ESR 153 release, codename Meadow.Roadmaps: https://roadmaps.thunderbird.net/Developer guides: https://developer.thunderbird.net/Ideas for Thunderbird desktop and mobile: https://connect.mozilla.org/User support for Thunderbird desktop and mobile: https://support.mozilla.org/Submit your questions at podcast@thunderbird.net ★ Support this podcast ★

We found the best way for a Linux user to manage Windows: keep it remote, keep it contained, and touch the desktop as little as possible.Sponsored By:Webroot: Webroot is cloud-based antivirus, engineered to stay out of your way. For a limited time, you can save sixty percent.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:

Stacey Abrams is probably best-known as a politician and political organizer; she the first Black woman in U.S. history to become the gubernatorial nominee of a major political party. Abrams has launched multiple nonprofit organizations and for-profit companies, with a longstanding focus on voter registration and voters' rights.      What you might not know is that Abrams has published 17 books in the last 25 years, including thrillers, romance novels, children's books, memoir, and more. She started writing novels while in law school, and her new book is the thriller “Coded Justice,” which is about a topic on everyone's minds these days: AI.   Abrams was interviewed by the host of OPB's Think Out Loud, Dave Miller, at the book festival. They discuss her early choice to use a pen name (Selena Montgomery) and the importance of community and having a team. Their warm, wide-ranging conversation reveals Abrams's deep curiosity and immense intellect. One thing that really struck me is when Abrams talks about the relationship between her author life and her political life; she says, “Good policy is storytelling.”  Stacey Abrams is a New York Times bestselling author, entrepreneur, and political leader. She served as Minority Leader in the Georgia House of Representatives, and she was the first black woman to become gubernatorial nominee for a major party in United States history. Abrams has launched multiple nonprofit organizations devoted to democracy protection, voting rights, and effective public policy. She has also cofounded successful companies, including a financial services firm, an energy and infrastructure consulting firm, and the media company, Sage Works Productions, Inc. Abrams's latest novel is titled Coded Justice.  Dave Miller is the host of Oregon Public Broadcasting's daily talk show, “Think Out Loud.” Before coming to OPB, Dave was the senior producer of “Open Source,” a nationally syndicated radio show based at the NPR affiliate station WGBH in Boston. He began his radio career as a documentary producer at Sound Portraits Productions and StoryCorps. From 2008 to 2011, he worked as the online host of the show. His stories have aired on NPR's “All Things Considered,” “Morning Edition” and “Weekend Edition Saturday.” Dave graduated from Harvard University with a degree in English.  

An underground forum post breaks down how hackers scan, exploit, and cash out on vulnerabilities — and it reads like a step-by-step guide. Meanwhile, Microsoft is catching heat for stonewalling a researcher who found real zero-days, and a new phishing campaign is hitting small businesses through the platforms they trust most. The OG crew — Joshua Schmidt, Eric Brown, and Nick Mellem — digs into this week's biggest cybersecurity headlines with sharp takes and real-world context that practitioners can actually use. 

Jim Grisanzio from Oracle Java Developer Relations talks with Cristian Schuszter at JavaOne 2026. Cristian is a PhD in systems engineering and a Tech Lead at CERN in Geneva. He's been at CERN for 8 years, but he's been coding since he was eight years old. He loves working with and contributing to the Java community and other Open Source projects. This was Cristian's first JavaOne, and his session, "30 Years of Java Development: Keeping it All Together," covered how CERN keeps Java running across teams since 1998. Like any large company, CERN uses a lot of legacy code supporting systems that, in Cristian's words, "need to keep running." Java is not only used for business critical applications at CERN but also for accelerator system operations. On working at CERN among Nobel laureates, Cristian said, "I felt like I thrived in this kind of environment." Cristian also helped revive the Voxxed Days developer conference at CERN and started the CERN Java User Group.

Yoko Li and Justine Moore speak with Ideogram founder and CEO Mohammad Norouzi about image generation models, design workflows, and the evolving relationship between AI and creative work. The conversation covers Ideogram's decision to release an open-weight model, the challenges of generating text and layouts within images, and why controllability has become an increasingly important area of research. They discuss prompting, customization, editing, and the tradeoffs between general-purpose models and systems optimized for specific creative tasks. Along the way, Norouzi shares his views on open-source AI, design tools, agentic workflows, and how image generation models may evolve as creators and enterprises seek greater control over their outputs.   Resources: Follow Mohammad Norouzi on X: https://x.com/mo_norouzi Follow Yoko Li on X: https://x.com/stuffyokodraws Follow Justine Moore on X: https://x.com/venturetwins   Stay Updated: If you enjoyed this episode, be sure to like, subscribe, and share with your friends! Find a16z on X: https://x.com/a16z](https://x.com/a16z Find a16z on LinkedIn: https://www.linkedin.com/company/a16z Listen to the a16z Podcast on Spotify: https://open.spotify.com/show/5bC65RDvs3oxnLyqqvkUYX Listen to the a16z Podcast on Apple Podcasts: https://podcasts.apple.com/us/podcast/a16z-podcast/id842818711 Follow our host: https://x.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 http://a16z.com/disclosures.  Check out everything a16z is doing with artificial intelligence here, including articles, projects, and more podcasts. Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

In this episode of The Business of Open Source, I talked with Yann Lechelle, Executive President of :Probabl.Perhaps the most interesting part of the conversation was about whether or not there is a risk from generative AI being trained on open source code, then generating new open source code and then re-training itself on that code. Yann says that there is already enough code in the world to give AI enough source material to work with, at least when it comes to ‘traditional' code. So while perhaps there are issues with types of code that really require creativity, in most contexts we don't need any more human-written code. Does this mean the value of code is dropping to zero? That's what Yann things… but for open source companies with permissive licenses, the value of code was already zero. This means that what really matters is community and brand. What do you think? Do you think generative AI makes the value of code close to zero, and puts all software companies in the same boat as open source projects with permissive licenses? If you have an interesting take, let me know. And if you want someone to help you focus your positioning and streamline your product and marketing strategy, reach out. 

video: https://youtu.be/86dRcm8BKI0 This week in Linux, we have some distro news like a new release of NixOS and some unfortunate security news for Arch users. Plus we'll check out the new RTX Spark Superchip that Nvidia announced and it's time to celebrate 25 years of DistroWatch as they reached this massive milestone this week! All of this and more on This Week in Linux, the weekly news show that keeps you up to date with what's going on in the Linux and Open Source world. Now let's jump right into Your Source for Linux GNews! Download as MP3 Support the Show Become a Patron = tuxdigital.com/membership Store = tuxdigital.com/store Chapters: 00:00 Intro 00:47 DistroWatch.com Celebrates 25 Years 09:56 NVIDIA RTX Spark "Superchip" 16:31 NixOS 26.05 Released 18:50 Arch Linux's AUR Compromised with Malware 27:06 T2 Linux 26.6 Released 29:51 Homebrew 6.0 Released 33:30 Microsoft Coreutils, Wait! What? 37:23 Outro Links: DistroWatch.com Celebrates 25 Years https://distrowatch.com/ https://distrowatch.com/weekly.php?issue=20260601#sitenews NVIDIA RTX Spark "Superchip" https://www.nvidia.com/en-us/products/rtx-spark/ https://nvidianews.nvidia.com/news/nvidia-microsoft-windows-pcs-agents-rtx-spark https://www.phoronix.com/news/NVIDIA-RTX-Spark https://www.nvidia.com/en-us/products/workstations/dgx-spark/ NixOS 26.05 Released https://nixos.org/blog/announcements/2026/nixos-2605/ Arch Linux's AUR Compromised with Malware https://archlinux.org/news/active-aur-malicious-packages-incident/ https://www.reddit.com/r/linux/comments/1u3alhe/comment/or3vhax/ https://discuss.cachyos.org/t/aur-compromised-400-packages-affected-20260611/31040 https://www.reddit.com/r/linux/comments/1u3alhe/roughly_400_aur_packages_compromised/ My Video = https://youtu.be/LunA3n_cRvU T2 Linux 26.6 Released https://t2linux.com/download/26.6 https://9to5linux.com/t2-linux-26-3-is-out-with-fully-reproducible-wayland-based-kde-plasma-experience https://distrowatch.com/?newsid=12864 Homebrew 6.0 Released https://brew.sh/2026/06/11/homebrew-6.0.0/ Microsoft Coreutils, Wait! What? https://github.com/microsoft/coreutils https://itsfoss.com/news/windows-coreutils/ https://www.phoronix.com/news/MS-Coreutils-For-Windows Support the show https://tuxdigital.com/membership https://store.tuxdigital.com/

Matan Grinberg is the Founder and CEO @ Factory, an AI research lab, bringing autonomy to software engineering. Matan has raised over $220M for the company from the likes of Sequoia, Khosla, NEA, Evantic and 20VC. Last round valued the company at a whopping $1.5BN.  AGENDA:  00:00 – Why AI Means Everyone Will Become a Builder 04:55 – Will AI Finally Break the 200-Year GDP Growth Ceiling? 06:45 – The Rise of the 100x Engineer & Load-Bearing Talent 08:00 – The New Executive Job: Allocating Tokens Like Capital 10:35 – Kirkland's $500M AI Bet: Brilliant or Delusional? 12:45 – The AI Value War: Models vs Applications vs Infrastructure 18:45 – Token Maxing, AI Hangovers & The Coming ROI Reckoning 22:00 – Why AI Spend Could Soon Exceed Developer Salaries 24:00 – Open Source Can Already Replace 80–90% of Frontier Model Work 28:00 – What Makes a Great Engineer in the Age of Agents? 35:00 – Jobs That Will Disappear First Because of AI 40:00 – Why Matan Isn't Worried About AI Taking Jobs Long-Term 46:00 – From String Theory to Startup Founder: The Sequoia Origin Story 52:00 – The Meeting That Led to Sequoia's First Check 58:00 – Why America's Lack of Frontier Open Models Is Embarrassing 1:08:00 – What Matan Looks for in Every New Employee 1:12:00 – Why Elite Companies Will Treat Employees Like NBA Athletes 1:16:00 – The Most Important Prediction Matan Has Changed His Mind On    

OpenChoreo is an opinionated, “batteries included”, AI-native Kubernetes platform stack for Platform Engineers that combines GitOps, Observability, AI Agents, and Workflows into a custom K8s distribution “super pack” that is managed via Backstage, CLI, API, or MCP. Now a CNCF project.Check out the video podcast version here: 

In this episode of the Crazy Wisdom Podcast, host Stewart Alsop sits down with client strategist Amadeus Huff to cover a wide range of topics that wind their way from the nuts and bolts of recruiting and payment models to the rapidly shifting landscape of AI adoption in business. The two dig into how AI tools are reshaping client success roles, the murky territory of recording laws and privacy in a globalized world, the geopolitical implications of oil supply chains, sanctions, and the rise of domestic tech ecosystems in countries like Russia and Argentina, and what all of this means for the future of human connection and the nation-state. Amadeus closes on an optimistic note, arguing that as AI takes over bureaucratic busywork and erodes trust online, people will increasingly hunger for genuine human relationships and third spaces. You can connect with Amadeus Huff on LinkedIn.Timestamps00:00 - Stewart introduces Amadeus Huff, diving into recruiting as building connections between job seekers and employers with minimal variance.05:00 - Amadeus discusses AI adoption pitfalls, comparing aggressive growth strategies to Amazon's early model, questioning whether tools deliver promised results.10:00 - Conversation shifts to AI notetaking versus human perception, exploring probabilistic interpretation differences between humans and machines.15:00 - Recording consent laws debated across states, touching on Waymo surveillance, Uber data collection, and public versus private space definitions.20:00 - Global privacy landscape examined, covering Swiss banking secrecy erosion, ProtonMail's departure, and RISC-V semiconductor development escaping US jurisdiction.25:00 - Sanctions creating domestic innovation ecosystems discussed through Russia's example, paralleling Argentina's emerging commerce evolution.29:00 - Closing reflections on AI replacing bureaucracy while preserving human purpose, optimism about meaningful work and deeper personal connections emerging.Key Insights1. Recruiting is fundamentally about reducing variance between what job seekers want and what employers offer. The most ethical payment models in recruiting are tied to proven success, such as waiting three months to confirm a hire is working out, rather than collecting fees the moment a contract is signed.2. Business thinking has shifted from shareholder value to stakeholder value, meaning companies now consider the wellbeing of employees, families, and communities, not just stock price. This shift is accelerating due to AI overpromising and underdelivering, making value-based measurement more important.3. AI is most useful when it handles administrative tasks that provide no direct value to customers, such as transcribing meetings and populating CRM systems. This frees up workers to focus on meaningful relationship-building and intellectual work rather than bureaucratic busywork.4. There is an important distinction between recorded and unrecorded conversation in professional settings. Building trust through informal off-the-record dialogue before switching on a transcription tool creates clearer boundaries and stronger relationships with clients.5. Sanctions tend to follow a bell curve of effectiveness. Over time they force sanctioned countries to build domestic alternatives, which gain adoption and loyalty, ultimately reducing the influence of the original foreign companies once sanctions lift.6. AI is degrading trust in online information to the point where people will increasingly crave authentic human connection, physical gathering spaces, live experiences, and real relationships rather than algorithmically generated content.7. AI is quietly improving intergenerational relationships by removing codependency. When elderly parents learn to use AI for technical help, their calls to family members shift from problem-solving to genuine connection, which strengthens the relationship.

Intensely local user groups have been part of Jeremy Schneider's story from the start—from Linux meetups at a Michigan coffee shop to a closet server running an Oracle database nobody knew anything about. In Episode 40 of Talking Postgres, Postgres engineer and Seattle Postgres User Group co-organizer Jeremy Schneider joins Claire to share how community led him to Postgres after 15 years with Oracle—and why "it's like I was born to be here." Plus: the newly-updated Postgres Happiness Hints poster, advice for starting your own user group, and his POSETTE 2026 talk on CloudNativePG.Previously on Talking Postgres:Talking Postgres Ep 38: How I went from Oracle to Postgres (with a big NoSQL detour) with Gwen ShapiraLinks mentioned in this episode:Seattle Postgres User Group: Meetup pageSeattle Postgres User Group: YouTube channelUser Group Map from PGConfEU 2025 talk: 48 Postgres User Groups during PG18 timeframePostgreSQL.org: Listing of local Postgres User GroupsPostgres Meetup For All (a virtual meetup): Meetup pageJeremy Schneider's Blog: Ardent Performance ComputingPoster: Postgres Happiness HintsPGConf.dev 2026: Posters from Poster SessionPGConf.dev 2026 Poster Session: Talking Postgres posterPOSETTE: An Event for Postgres 2026: Jeremy's POSETTE 2026 talk with Leonardo CecchiPOSETTE 2026: Livestream 3 schedule & talksOracle docs: Oracle Database Concepts PDFBook: Oracle Insights: Tales of the Oak Table

We’re unearthing a model writer for an anxious America. Dwight Macdonald was his own eccentric voice through the Cold War politics and culture of the 1950s and 60s. He was a peacenik at heart, otherwise ... The post America’s Orwell appeared first on Open Source with Christopher Lydon.

.NET on FreeBSD 15, Klara and TrueNAS fixing dedup, dhcpcd and unbound in FreeBSD Jails, and more... NOTES This episode of BSDNow is brought to you by Tarsnap and the BSDNow Patreon Headlines Running .NET 10.0 on FreeBSD 15.0 How Klara and TrueNAS collaborated to fix one of ZFS's longest standing limitations News Roundup Back to FreeBSD: Part 1 dhcpd and unbound in FreeBSD jails How our environment still needs the security boundary of Unix logins Increasing a bhyve vm disk 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 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

Biohub started with an ambitious goal of curing, preventing, and managing all disease by the end of the century. A decade later, thanks to the convergence of frontier AI and biological data, that goal may have been too conservative. In this episode, Elad Gil and Sarah Guo sit down with Biohub co-founders Mark Zuckerberg and Priscilla Chan, alongside Biohub Head of Science Alex Rives. Together, they discuss Biohub's $500 million virtual biology initiative, which integrates frontier AI with wet-lab work to build predictive world models of cells, proteins, and systems. They also talk about their newly announced open-source engine for digital protein and antibody design, ESMFold2; why Biohub is a nonprofit rather than a venture-backed startup; and how hierarchical simulations will soon allow doctors to treat patients at an individual, mechanistic level.   Sign up for new podcasts every week. Email feedback to show@no-priors.com Follow us on Twitter: @NoPriorsPod | @Saranormous | @EladGil | @Biohub | @finkd | @alexrives | @ChanZuckerberg Chapters: 00:00 – Cold Open 01:02 - Mark Zuckerberg, Priscilla Chan, and Alex Rives Introduction 01:26 – Why Biohub and Their Mission 08:27 – Integrating Frontier AI and Frontier Biology 09:45 – Micro to Macro Biological Modeling 14:22 – Mechanistic Interpretiability  16:58 – Why Biohub is a Non-Profit 21:41 – Understanding How Biology Works 24:23 – Timeline for Curing All Diseases 26:25 – Translating Research to Patient Impact 28:04 – Launch of ESMFold2 32:13 – Tackling Off-Target Effects and Edge Cases 38:39 – Putting the Tech in Individual Hands 41:06 – Talent at Biohub 44:25 – What's Next After ESMFold2 46:10 –  Connecting ESMFold2 to Agentic Systems 46:51 – The Virtual Cell 49:33 – Defining Success for Biohub 51:52 – Biohub Strategy Update 56:20 – Conclusion

Topics covered in this episode: Vulnerability and malware checks in uv HTTP GET requests with the Python standard library Millions of AI agents imperiled by critical vulnerability in open source package alembic-git-revisions Extras Joke Watch on YouTube About the show Goodbye and Thanks Brian Thanks Calvin for being part of this and future episodes! Also new time for the live show. Thanks Brian for all the hard work over the years. Calvin #1: Vulnerability and malware checks in uv release just yesterday by Astral https://astral.sh/blog/uv-audit uv audit scans dependencies for known vulnerabilities and abandoned packages via the OSV database — runs 4–10x faster than pip-audit Malware check runs on every install/sync, catching actively malicious packages (credential stealers, etc.) before they execute — including ones PyPI quarantined but lockfiles can still reference Enable malware scanning with UV_MALWARE_CHECK=1 — it's opt-in and in preview Future roadmap includes a resolver that steers toward vulnerability-free versions and install-time warnings scoped to newly added deps only Michael #2: HTTP GET requests with the Python standard library If you're doing HTTP in Python, you're probably using one of three popular libraries: requests, httpx, or urllib3. There have been issues with httpx lately. Niquest is another option: Drop-in replacement for Requests. Automatic HTTP/1.1, HTTP/2, and HTTP/3. WebSocket, and SSE included. But maybe less is more, especially in the age of agentic AI A good candidate needs two things to be true at once, not one: the used surface is small, and the behavior behind that surface is shallow. Calvin #3: Millions of AI agents imperiled by critical vulnerability in open source package "BadHost" (CVE-2026-48710) is a critical vulnerability in Starlette — the ASGI framework underlying FastAPI — with 325 million weekly downloads; also affects vLLM, LiteLLM, and most MCP server tooling The exploit is trivial: injecting a single character into an HTTP Host header bypasses path-based authentication, and can lead to credential theft, SSRF, and in some cases remote code execution MCP servers are a prime target since they store credentials for external services (email, databases, cloud accounts) — exposed data in the wild includes biopharma clinical trial DBs, full mailboxes, HR/PII pipelines, and AWS topology Fix is available — patch to Starlette 1.0.1 immediately; use the free scanner at mcp-scan.nemesis.services to check if your servers are still running a vulnerable version Open source sustainability footnote: the maintainer triages near-daily security reports solo, in his free time — most are AI-generated noise, and real ones like this still compete for the same evenings and weekends Michael #4: alembic-git-revisions By Julien Danjou from Mergify Automatic Alembic migration chaining based on git commit history. No more Multiple head revisions are present for given argument 'head'. See the introductory article Caused by two migrations landed with the same down_revision, and Alembic doesn't know which one comes first. The fix is always the same: someone manually edits the migration file to re-chain the revisions. The insight: git already knows the order Extras Calvin: GNU make can do pattern matching in the target. Not new at all, mentioned in the 1994-era docs. just and task don't have this super power on the target name yet. train-%: uv run ./train.py $* --save-hyper-params --overwrite $(TRAIN_ARGS) Michael: Updated my HTTP client using packages from httpx to httpx2: listmonk, umami, and memberful. For motivation, see this reddit thread. Joke: Accurate

Roman Chernin is Co-Founder and Chief Business Officer of Nebius, one of the fastest-growing AI infrastructure companies in the world. Today, Nebius operates some of the largest AI compute clusters globally and serves leading AI labs, enterprises, and developers. Today, Nebius has a market cap of $57BN.  AGENDA:  00:00 — Why AI Infrastructure Is Not a Bubble 05:00 — The Real Impact of Open Source on OpenAI & Anthropic 11:00 — Jevons Paradox: Why Cheaper AI Creates More Demand 13:00 — The Four Layers of AI Infrastructure Explained 19:00 — If Nebius Had 10x More Capacity Tomorrow 26:00 — The Shift from Training to Inference and Agents 31:00 — How Token Factory Cuts AI Costs by 70% 44:00 — Sovereign AI, Europe, and the Future of Model Building 49:00 — Competing Against Hyperscalers with 10x More Capital 59:00 — The Biggest Threat to Nebius Isn't Competition—It's Consolidation    

Leave the farm without killing the chickens, or losing remote access? We dig into how we pulled it off: Frigate, local automation, sun-tracking coop doors, and a network that shrugged off an ISP outage.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:ConnecTen Internet — Get $35 off your order total with Jupiter35

Google released Gemma 4 12B, a multimodal model that runs locally on 16GB devices. TSMC's CEO warned chip supply won't meet demand for years. Ramp raised $750M at $44B, and Anthropic says 80%+ of its merged code is now Claude-authored. Google releases Gemma 4 12B, an 11.95B-parameter unified, encoder-free open multimodal model that can run locally on devices with 16GB of VRAM or unified memory (VentureBeat) Public First: 26% of Americans support increased data center construction, the lowest share among 15 large countries, such as Brazil, Japan, the UK, and Canada (FT) Sam Altman and Dario Amodei are among the signatories on a public letter urging improved tracking of synthetic DNA that could be used in AI-developed bioweapons (Wired) TSMC CEO C.C. Wei says the company won't be able to fulfill the demand led by US customers even as more capacity comes online in the US over the next few years (Bloomberg) Corporate spending management platform Ramp raised $750M at a $44B valuation led by Iconiq, Singapore's GIC, and the OTPP, taking its total funding to $3B (Bloomberg) Anthropic details its progress toward recursive self-improvement, and its implications, and says 80%+ of the code merged into its codebase is authored by Claude (Anthropic) Learn more about your ad choices. Visit megaphone.fm/adchoices

(0:00) Bill Gurley joins the show! (6:00) Making yourself valuable in the age of AI, first class of "AI Natives" (17:37) Reacting to Pope Leo's AI encyclical: Who guards the guardians? (26:54) Anthropic's Digital God: Do they believe they are creating a superior species? (38:32) AI sovereignty, the next era of privacy, open-source crackdown coming? (59:56) The Great AI Jobs Debate: Dario and Sam Altman flip their rhetoric, Goldman CEO says no AI job apocalypse Follow Bill Gurley: https://x.com/bgurley Apply for Summit 2026: https://allin.com/events Follow the besties: https://x.com/chamath https://x.com/Jason https://x.com/DavidSacks https://x.com/friedberg Follow on X: https://x.com/theallinpod Follow on Instagram: https://www.instagram.com/theallinpod Follow on TikTok: https://www.tiktok.com/@theallinpod Follow on LinkedIn: https://www.linkedin.com/company/allinpod Intro Music Credit: https://rb.gy/tppkzl https://x.com/yung_spielburg Intro Video Credit: https://x.com/TheZachEffect Referenced in the show: https://www.vatican.va/content/leo-xiv/en/encyclicals/documents/20260515-magnifica-humanitas.html https://www.youtube.com/watch?v=ORFrdYSvzuw https://rdad.org https://www-cdn.anthropic.com/9214f02e82c4489fb6cf45441d448a1ecd1a3aca/claudes-constitution.pdf https://www.youtube.com/watch?v=0GaKJ4Fp2x4 https://allpoetry.com/All-Watched-Over-By-Machines-Of-Loving-Grace https://darioamodei.com/essay/machines-of-loving-grace https://x.com/chamath/status/2059850242779136031 https://x.com/vivekgaripalli/status/2059651390784344491 https://x.com/edzitron/status/2059122774401311095 https://p3institute.substack.com/p/from-open-source-software-to-open https://www.theinformation.com/newsletters/the-briefing/anthropic-likely-generating-least-35-revenue-openai https://www.theverge.com/tech/930447/microsoft-claude-code-discontinued-notepad https://x.com/Polymarket/status/2060034216906068131 https://x.com/savipww/status/2060070450785305030 https://www.nytimes.com/2026/05/22/opinion/ai-job-crisis-goldman-sachs.html https://fortune.com/2026/05/26/sam-altman-dario-amodei-walking-back-ai-jobs-apocalypse-prophecies-ipo https://fortune.com/2026/05/05/dario-amodei-jevons-paradox-will-ai-wipe-out-white-collar-jobs https://www.entrepreneur.com/business-news/jack-dorseys-block-cuts-4000-jobs-critics-claim/503108