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  • AI Agents Transform the Web into Autonomous Platform

    AI is changing the Internet into a platform where you can build literally anything. Travel site? Check. Weather site? Check. An app to watch your favorite sports team? Check. Automatic shopping? Check. And millions of other things. Arlan lays out how to turn the Web into a file system. A new web is here. The autonomous web. Agents are like autonomous vehicles. Get in a Tesla and it will take you to In-N-Out. Or anywhere. It turns the world into a thrill park ride. Same for your agents on the Web. They are like little autonomous vehicles that can do anything. Why do you think the OpenClaw got the nerds so excited? They are building systems to do millions of things automatically on the Web. Where's @timoreilly? He wrote the Web 2.0 memo that gave that its name. Is this Web 4.0? I'd rather call it the autonomous web. How about you? Arlan (@arlanr) x.com/i/article/203981724469… — https://nitter.net/arlanr/status/2041215978957389908#m

    → View original post on X — @scobleizer, 2026-04-06 20:29 UTC

  • Stabilizing Video from Running Animals: New Petpin Pipeline Breakthrough

    Stabilizing video from a camera on a running animal turns out to be brutally hard. Traditional stabilization breaks pretty quickly. We're starting to crack it. Before → After from our latest Petpin pipeline.

    → View original post on X — @scobleizer, 2026-04-06 20:17 UTC

  • Codex Open Source Support Update: Major Projects List

    Codex for open source update! Some of the main projects we’ve supported: – Linux – React – Node.js – Rust – Python / CPython – Kubernetes – Flutter – Electron – Ollama – Dify – Transformers – LangChain – yt-dlp – OpenCV – Home Assistant – Storybook – Astro – vLLM – SGLang – TiDB – Airflow – Superset – Doris – APISIX – Pulsar – RocketMQ – DataFusion – Arrow – SeaTunnel – ShardingSphere – DolphinScheduler – Apache ECharts – Ant Design – Tailwind CSS – Material UI – Svelte – Vue – Solid – Qwik – Hono – tRPC – Prisma – TypeORM – NextAuth – TanStack Query – TanStack Table – Rspack – Biome – Ruff – Docusaurus – Zed – Tauri – Deno – Turso – SQLite Browser – Difftastic – core-js – nvm – pnpm – zoxide – fd – bat – k9s – Harbor – containerd – etcd – Envoy – gRPC – Jaeger – Trivy – Vaultwarden – Firecracker – Gitea – Homebrew Core – Nixpkgs – Julia – Ruby – Rails – Symfony – scikit-learn – PaddlePaddle – Diffusers – Llama Factory – Unsloth – DeepSpeed – DSPy – RAGFlow – MinerU – ComfyUI – Jan – Khoj – LibreChat – Chainlit – LobeHub – GPT Engineer – Browser Use – OpenClaw – Zeroclaw – Plane – Appwrite – Directus – Strapi – Calcom – Metabase – PostHog – Budibase – Documenso – Chatwoot – Logto – Zammad – Discourse – BTCPay Server – Bagisto – ABP – Vitess – TiKV – RisingWave – Milvus – Kong – SigNoz – Manticore Search – JuiceFS – SeaweedFS – Reth – Aptos Core – Ripple – Wormhole – Go Ethereum – Bevy – Godot – PixiJS – Excalidraw – JSON Crack – RSSHub – SiYuan – Logseq – Refined GitHub – Better Auth – OpenPilot – FFmpeg – XBMC / Kodi – MeshCentral – ZMap – Yacy – Zplug – ZipArchive – ZIO – Godoxy – rengine – pyod – node-telegram-bot-api – Avante.nvim – Repomix – Zfile – Vant – Vant Weapp – Yamada UI – WordPress Playground – Gutenberg And a bunch of number of Apache, AI, database, frontend, security, CLI, infra, and devtool projects!

    → View original post on X — @romainhuet, 2026-04-06 20:17 UTC

  • Using Lists and Data to Feed AI Systems

    It sure is. And there are millions of lists here on every topic. Just gotta find one that's complete enough, or make your own to feed the AI.

    → View original post on X — @scobleizer

  • NVIDIA PersonaPlex 7B Brings Real-Time Interruption to Voice AI

    NVIDIA just killed the awkward pause in voice AI PersonaPlex 7B is a real-time conversational model that listens AND speaks simultaneously. Like actually interrupts you mid-sentence like a human. Beat Gemini Live on dialog naturalness. 18x faster interruptions. 100% open

    → View original post on X — @linusekenstam

  • Competition: Replicate Frontier Research with marimo Notebooks

    The best way to learn frontier research is to replicate it yourself. And now, you can also win prizes for that! We are excited to announce our partnership with @marimo_io for a competition to bring research to life. All you have to do is pick a paper, build a marimo notebook that brings the core idea to life, and experiment with the research topic. Prizes: Mac Mini + $500! 👀 Deadline: April 26, 11:59 PM PST Individual and team submissions are all welcome Full details found below 👇

    → View original post on X — @askalphaxiv, 2026-04-06 19:38 UTC

  • Improving Judgments Through Pairwise Comparisons and ELO Ranking

    So many judging tasks could be improved by aggregating partial orderings, and in the limit, just ordering pairs. The annual Libertarian Futurist Society novel awards discussion is starting, and while I would like to participate on some level, there is no way I have time to read an entire slate of novels. However, I will likely read at least two from the list, and I could give a relative assessment. This cries out for the use of something like ELO ranking, as in chess competition, perhaps with some suggestions to get sufficient coverage. Peer and out-of-chain employee performance calibrations could probably also benefit from a greater quantity of sparse pairwise comparisons

    → View original post on X — @id_aa_carmack, 2026-04-06 19:36 UTC

  • LangSmith Cost Alerting: Monitor Agent Spending in Production

    a year ago, it was hard enough to build useful agents that most companies didn't have cost issues. that's changed a lot just from the start of this year! use langsmith to track agent costs and alert when anything unexpected happens LangChain (@LangChain) Introducing Cost Alerting in LangSmith 💸 More and more agents are making it to production, and costs are increasing dramatically. Use LangSmith to set configurable alerts on total cost, so you know right away when your agents are spending more than they should. Docs: docs.langchain.com/langsmith… Sign up: smith.langchain.com/ — https://nitter.net/LangChain/status/2041236011439771648#m

    → View original post on X — @langchain, 2026-04-06 19:28 UTC

  • LangSmith Introduces Cost Alerting for Production Agents

    Introducing Cost Alerting in LangSmith 💸 More and more agents are making it to production, and costs are increasing dramatically. Use LangSmith to set configurable alerts on total cost, so you know right away when your agents are spending more than they should. Docs: docs.langchain.com/langsmith… Sign up: smith.langchain.com/

    → View original post on X — @langchain, 2026-04-06 19:26 UTC

  • Building Custom Journalism Tools with Public APIs and AI

    Anyone have experience using public data APIs to build custom reporting tools? I'm experimenting with using APIs and AI to build custom research tools for journalism. Would love to chat, especially if anyone has advice on how doing it as a non-developer & as a team of one.

    → View original post on X — @martyswant