Show HN: Paseo - Beautiful open-source coding agent interface
Hacker News (AI keywords)11 days agoNew ToolPaseo provides one interface for tools such as Claude Code, Codex, Copilot, OpenCode, and Pi. It runs agents through a local daemon on the user's own machine and supports desktop, mobile, web, and CLI clients. Its appeal is multi-agent orchestration and cross-device control, though real adoption depends on workflow fit, security, and reliability.
New Microsoft Tool Lets Devs Create AI Behavior Tests from Text Descriptions
TechCrunch AI11 days agoNew ToolMicrosoft unveiled Adaptive Spec-driven Scoring for Evaluation and Regression Testing, an open-source framework for AI evaluations. The tool is intended to let developers create AI behavior tests using text descriptions. The provided excerpt does not detail supported models, scoring methods, installation steps, or example workflows.
Expanding Project Glasswing★ 76
Hacker News (AI keywords)12 days agoBusinessAnthropic is expanding Project Glasswing, its program for using Claude Mythos Preview to find vulnerabilities in critical software. The new cohort includes around 150 organizations across more than 15 countries, including infrastructure providers, vendors, nonprofits, and open-source maintainers. Anthropic frames the expansion as preparation for a world where powerful cyber-capable AI models become cheaper and more widely available, shifting focus from finding bugs to validating, disclosing, patching, and deploying fixes.
I Am Retiring from Tech to Live Offline
Simon Willison's Weblog14 days agoEthicsSimon Willison highlights Chad Whitacre’s decision to leave tech and Open Source, framed not as a forum threat but as concrete action. Whitacre describes wanting to become “AI Amish” or “Internet Amish,” moving toward an offline, analog life closer to 1980 than 1780. A previous post about using Claude Code with Opus 4.5 shows how agentic AI felt intoxicating and unsettling enough to push him away from technological accelerationism.
Rsync 3.4.3 has hundreds of Claude commits
Hacker News (AI keywords)15 days agoCommentaryThe source is a Hacker News AI-keyword item linking to a Mastodon post titled “Rsync 3.4.3 has hundreds of Claude commits.” No original body text is available, so the only reliable claim is that many commits in Rsync 3.4.3 are described as Claude-related. The exact meaning, review process, quality impact, and author’s stance cannot be confirmed from the title alone.
Show HN: Tiny-vLLM, a C++ and CUDA LLM Inference Engine
Hacker News (AI keywords)15 days agoNew ToolTiny-vLLM is a Show HN project described as a high-performance LLM inference engine implemented in C++ and CUDA. From the provided title alone, the project appears aimed at developers or ML engineers interested in GPU-accelerated local or server-side inference. No further claims about supported models, benchmarks, APIs, licensing, deployment targets, or production readiness are stated in the source.
sqlite AGENTS.md
Simon Willison's Weblog17 days agoCommentarySQLite added an AGENTS.md file aimed at people pointing coding agents at its codebase, not at its own internal development. The file says SQLite does not accept agentic code, though it will accept agentic bug reports with reproducible test cases. The project has also split AI-generated bug reports into a new SQLite Bug Forum, where D. Richard Hipp is responding with commits.
The pressure
Simon Willison's Weblog18 days agoCommentaryDaniel Stenberg says the curl security team is facing an unprecedented surge of credible, detailed AI-assisted vulnerability reports. Incoming reports are now 4-5 times higher than in 2024 and twice the 2025 rate, averaging more than one per day. The upside is that recent curl vulnerabilities have generally been LOW or MEDIUM severity, with the last HIGH CVE published in October 2023.
Datasette 1.0a30 Released with Extensible "Jump to" Menu
Simon Willison's Weblog20 days agoReleaseDatasette 1.0a30 has been released, featuring a new customizable "Jump to..." menu accessible via the "/" shortcut. The menu allows users to quickly filter and navigate to databases, tables, and debug options. Developers can extend this menu with custom items using the new jump_items_sql() plugin hook.
Armin Ronacher on the Frustration of AI-Generated "Slop" GitHub Issues★ 72
Simon Willison's Weblog20 days agoCommentaryFlask creator Armin Ronacher highlights a frustrating trend where users submit GitHub issues reworded by AI. These reports often present highly confident but inaccurate root-cause guesswork, fake minimal reproductions, and irrelevant error logs. Ronacher advocates for returning to simple, human-observed facts: what command was run, what was expected, what actually happened, and the exact logs.
專業化勝過規模：大多數 AI 採購決策忽略的關鍵戰略變數★ 75
Hugging Face Blog23 days agoOpinionIn the current wave of enterprise AI adoption, most decision-makers fall into the "scale myth" when making AI procurement decisions — the belief that the…
英國政府數位服務局（GDS）介入 NHS 退出開源之爭，呼籲公共部門應「預設保持開源」
Simon Willison's Weblog27 days agoCommentaryThis report stems from Simon Willison's compilation of Terence Eden's follow-up coverage. The incident began when the UK's National Health Service (NHS), upon…
OpenClaw 專案命名演變史：從 Warelay 到 OpenClaw 的 Git 歷史軌跡
Simon Willison's Weblog28 days agoCommentaryWhile preparing a lightning talk for PyCon US 2026, well-known developer Simon Willison became curious about how many times the open-source project OpenClaw…
最新開放模型動態 (#21)：開放模型大爆發！Gemma 4、DeepSeek V4、Kimi K2.6、MiMo 2.5、GLM-5.1 等，以及 CAISI V4 評估分析★ 85
Interconnects (Nathan L.)28 days agoCommentaryThis is Issue #21 of the "Open Artifacts" column by well-known AI commentator Nathan Lambert, exploring the explosive growth in the open-weights and…
Simon Willison 發布新開源工具 inaturalist-clumper 0.1：用於整理與發布 iNaturalist 觀測紀錄
Simon Willison's Weblog29 days agoNew ToolProminent open-source developer Simon Willison has officially released version 0.1 of his new tool `inaturalist-clumper`. This tool is a core piece of…
IBM 發布 Granite Embedding Multilingual R2：具備 32K 上下文與 Apache 2.0 授權，100M 參數以下最強多語言嵌入模型★ 75
Hugging Face Blog30 days agoReleaseIBM has officially released a new multilingual embedding model on the Hugging Face platform called "Granite Embedding Multilingual R2." The model's most…
探討開源模型生態系的複利效應：中國「開源優先」與高參與度 AI 生態的啟示★ 75
Interconnects (Nathan L.)33 days agoOpinionThis article delves into how the open-source AI model ecosystem achieves exponential growth through "compounding effects," using China's highly engaged…
蒸餾恐慌：為什麼將「知識蒸餾」稱為安全攻擊是極其糟糕的趨勢★ 75
Interconnects (Nathan L.)40 days agoOpinionIn the field of machine learning, "knowledge distillation" is a well-established technique that generally refers to using the output data generated by a…
AI 與網路安全的未來：為什麼「開放」至關重要★ 75
Hugging Face Blog54 days agoOpinionAs artificial intelligence (AI) technology undergoes explosive growth, cybersecurity has become a focal point of concern for governments and enterprises…
預測 2026 年年中：我對開源 AI 模型的幾點賭注與開閉源差距分析★ 75
Interconnects (Nathan L.)59 days agoOpinionIn this forward-looking article on the state of AI in mid-2026, Interconnects founder Nathan Lambert takes a deep dive into the dynamic gap between open-weight…
Nathan Lambert 的最新進展：ATOM Report、Post-Training 課程、新書與持續進行的 AI 研究★ 70
Interconnects (Nathan L.)60 days agoReleaseNathan Lambert, a prominent AI expert, former Alignment Scientist at Hugging Face, and founder of the popular newsletter Interconnects, recently wrote about…
【Nathan Lambert 觀點】建立「開源模型聯盟」的必然需求與挑戰★ 75
Interconnects (Nathan L.)64 days agoOpinionIn this article published in Interconnects, veteran AI expert Nathan Lambert explores the structural crisis facing the open-source AI ecosystem and proposes a…
Claude 神話與對開源權重模型無謂的恐慌★ 75
Interconnects (Nathan L.)65 days agoOpinionIn this opinion piece published in Interconnects, prominent AI policy and technology critic Nathan Lambert delivers a sharp critique of the excessive panic…
Safetensors 正式加入 PyTorch 基金會，加速推動安全且高效的模型權重標準★ 75
Hugging Face Blog67 days agoBusinessHugging Face has officially announced that its popular open-source model weight storage format, Safetensors, has joined the PyTorch Foundation. This is an…
Gemma 4 與開源模型成功的關鍵：為什麼基準測試分數不再是唯一指標★ 75
Interconnects (Nathan L.)71 days agoCommentaryThis article takes a deep dive into the release of Google's latest open-source model Gemma 4, using it as an opportunity to re-examine the core factors that…
Gemma 4：同等參數規模下最強大的開源模型，專為進階推理與 Agent 工作流打造★ 85
Google DeepMind Blog72 days agoReleaseGoogle DeepMind has today officially released its latest generation of open-source model series — Gemma 4. The company positions it as "the smartest and most…
TII 推出全新 Falcon Perception 多模態感知模型★ 75
Hugging Face Blog74 days agoReleaseThe Technology Innovation Institute (TII) of the UAE has officially announced the launch of its new "Falcon Perception" model on the Hugging Face blog. As an…
開源 AI 資源週報 (#20)：全新組織與模型類型登場！涵蓋 Nemotron Super、Sarvam、Cohere Transcribe 等最新進展
Interconnects (Nathan L.)76 days agoReleaseProminent AI scholar and commentator Nathan Lambert, in his latest edition of Latest Open Artifacts (#20), has compiled the major recent developments in the…
Hugging Face 開源生態報告：2026 春季版★ 85
Hugging Face Blog88 days agoCommentaryHugging Face has published its Spring 2026 "State of Open Source AI" report, offering a comprehensive review of the explosive growth and paradigm shifts that…
Vercel 發表 2026 冬季開源計畫入選名單 (Winter 2026 Cohort)
Vercel Changelog89 days agoReleaseVercel officially announced on March 17, 2026 the selection of its "Vercel Open Source Program" Winter 2026 cohort. Vercel's open source program has long been…