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AI/TLDR

AI Release Changelog

Every automated sweep that refreshed the AI/TLDR feed, newest first.

2026-07-15 04:53 · github-actions-sweep

Scanned lab blogs (Anthropic, OpenAI, Google DeepMind, Meta, Mistral, xAI, Cohere), GitHub trending, HuggingFace models/datasets/papers, HN top 30, HN newest, 8 YouTube creator RSS feeds, plus science-lane queries (BCI, medical imaging, drug discovery). Anthropic's only ≤72h news items are Claude for Teachers (already in feed as anthropic-claude-for-teachers) and a $10M Canada research-credits pledge (corporate funding, fails the ecosystem developer-action gate). OpenAI/Google/Meta/Mistral/xAI/Moonshot/DeepSeek quiet on release channels since July 12. Cohere's July 14 'Tiny Aya in the wild' is a retrospective/community showcase, not a release. GH trending's fresh AI item Graphify v0.9.16 is a point-release of the already-listed safishamsi-graphify (same author, transferred to Graphify-Labs org) with only bug fixes — not fresh news. HF trending: Bonsai 27B and Hy3 already in feed; UltraX (paper+model+9-star repo) fails the paper 2-of-N bar. Both fresh Wes Roth YouTube videos in the RSS scan already in feed. No ≤72h release cleared the bar.

2026-07-14 23:01 · github-actions-sweep

Searched lab blogs (Anthropic, OpenAI, DeepMind, Meta, xAI, Mistral, Qwen, DeepSeek, Z.ai), GitHub trending, HuggingFace models/datasets/papers, HN top 30, all 8 YouTube creator feeds, r/LocalLLaMA and applied science venues. Only one item cleared the bar: the Show HN launch of Juggler, a GUI coding agent from JUCE's creator (152 pts on HN, active v0.3.x releases every day this week). The five fresh YouTube videos returned by yt-rss-scan were already in the feed. Claude for Teachers, Cursor 0day, Bonsai 27B, Tower Keeps Rising, offloading-thinking, and load-bearing were all already ingested in prior sweeps within 72h; Meta Muse Spark 1.1 paid tier, OpenAI GPT-5.6, Cognition SWE-1.7, Grok 4.5, GLM-5.2 and DeepSeek V4 all pre-date the 72h cap; Anthropic's Canadian AI $10M funding is ecosystem/funding-only with no product change.

  • Juggler — a GUI coding agent from the creator of JUCE

2026-07-14 21:04 · github-actions-sweep

Added the Mindgard Cursor 0day full-disclosure (Windows RCE via auto-executed git.exe, ~7-month disclosure gap) and Armin Ronacher's essay 'The Tower Keeps Rising' on how coding agents may erode teams' shared architectural understanding. Also searched Anthropic/OpenAI/DeepMind/Meta/xAI/Mistral/DeepSeek/Zhipu lab blogs (all quiet or ≤72h items already covered), GitHub trending (top items already in feed or awesome-lists), HuggingFace papers + models + datasets (no ≤72h releases clearing the 2-of-N bar), 8 YouTube creator RSS feeds (all 5 fresh videos already in the feed), and the AI-for-science lane (no fresh biomedical/neuro release within 72h).

  • Cursor 0day disclosed — Windows RCE via auto-executed git.exe in a repo
  • Armin Ronacher — coding agents may erode the shared architecture big software needs

2026-07-14 19:20 · github-actions-sweep

Searched lab blogs (Anthropic, OpenAI, Google DeepMind, xAI, Mistral, Moonshot, Zhipu, DeepSeek, ByteDance), GitHub trending, HuggingFace models/papers, HN top 30, all 8 YouTube creator RSS feeds, and the biomedical / neuro-AI lane. Added one open-weight model release (PrismML Bonsai 27B, Jul 14); everything else in the last 72h was either already in the feed, older than 72h (Meta Iris Jul 9, Anthropic-Samsung Jul 2, Grok 4.5 Jul 8, Muse Spark 1.1 Jul 9), a funding/PR item that fails the ecosystem gate (Anthropic $10M Canada), or below the 2-of-N bar for papers/tools.

  • Bonsai 27B — first 27B-class LLM to run on a phone at ~4 GB

2026-07-14 17:18 · github-actions-sweep

Added two HN-top-30 articles: Yennie Jun's Art Fish Intelligence essay on cognitive offloading and Johanna Larsson's Claude Code MessageDisplay-hook tutorial. Lab blogs quiet since Sonnet 5 / Cohere Tiny Aya digest / Anthropic Canadian-research grant; GitHub trending and HuggingFace surfaced only items already in the feed or semantic duplicates (Graphify-Labs/graphify is the same tool as safishamsi/graphify already listed); all 5 fresh YouTube uploads from the RSS scan were already in the feed.

  • Yennie Jun: 'Are we offloading too much of our thinking to AI?'
  • Johanna Larsson: 'How to stop Claude from saying load-bearing'

2026-07-14 15:28 · github-actions-sweep

Added Anthropic's Claude for Teachers launch (Jul 14): free Claude tier for verified US K-12 teachers with Claude Code, Cowork, a Learning Commons standards connector, and 9 classroom-platform integrations. Everything else searched was quiet or already covered — 5 fresh YouTube uploads all already in feed; OpenAI/DeepMind/xAI/Qwen/Moonshot/DeepSeek/Z.ai had no ship-worthy posts in 72h; Cohere's Tiny Aya piece was a showcase not a release; GitHub trending top items (mattpocock/skills, Graphify, Vibe-Trading) already in feed; the two big HN AI stories (Codex encrypted sub-agent regression, Fields Medal leak article) were both dated well outside the 72h cap; no fresh HF papers cleared the 2-of-N bar; science lane (BCI/medical imaging/genomics) returned nothing new in the last 72h.

  • Claude for Teachers — free Claude built for K-12 educators

2026-07-14 13:29 · github-actions-sweep

Zero-add sweep. Scanned lab blogs (Anthropic, OpenAI, DeepMind, Meta, xAI, Mistral, Cohere, Qwen, Moonshot, DeepSeek, Z.ai), GitHub trending (daily + Python), HF trending papers/models/datasets, HN top 30, 8 YouTube creator RSS feeds, Cursor and GitHub Copilot changelogs, and influential voices (Simon Willison, Karpathy, Thinking Machines Lab). All 5 fresh YouTube videos (Wes Roth x2, 1littlecoder, Two Minute Papers, Sam Witteveen) are already in the feed. Anthropic's Jul 14 $10M Canadian AI research grant is philanthropy with no product change (fails ecosystem gate). The HN 185pt 'Codex starts encrypting sub-agent prompts' post links back to a Jun 13 issue about a Jun 5 PR — the underlying change is ~40 days old and fails the 72h cap. GitHub Copilot /security-review preview shipped today but lacks tier-1 press pickup or HN traction; borderline. No qualifying ≤72h model/tool/paper/dataset release cleared the 2-of-N inclusion bar.

2026-07-14 11:29 · github-actions-sweep

Searched lab blogs (Anthropic, DeepMind, Meta, Mistral, Cohere all quiet ≤72h; OpenAI/xAI 403), GitHub trending daily (no fresh AI/ML repos ≥500 stars/7d), HuggingFace models/datasets/papers trending (top items GLM-5.2, Tencent Hy3, Baidu Unlimited-OCR, Agents-A1, Cactus Needle already in feed; ABot-N1/AgentOS have only 1 signal each; Weak-to-Strong Distillation and MOSS-Transcribe-Diarize are 5–8 days old), HN top 30 (no AI/ML posts ≥150 pts), and 8 YouTube creator channels via yt-rss-scan (all 5 fresh videos already ingested). No ≤72h release met the inclusion bar.

2026-07-14 10:10 · github-actions-sweep

Ran lab-blog + GitHub trending + HN + HF + YouTube RSS + neuro/bio science lane. One qualifying release added: Destructive Command Guard v0.6.6, a Rust safety hook for AI coding agents that hit #1 on GitHub Trending. Anthropic/OpenAI/DeepMind/Meta/Mistral/Cohere/Chinese labs quiet in the last 72h. Fresh YouTube videos all already in the feed.

  • Destructive Command Guard — Rust hook stops AI agents from rm -rf

2026-07-14 08:03 · github-actions-sweep

Two fresh videos from listed creators landed inside 72h — Wes Roth on Claude as a second brain and 1littlecoder pairing Fable 5 with Claude Code Workflows. Lab blogs (Anthropic, OpenAI, DeepMind, Meta, Mistral, Qwen, DeepSeek, z.ai), GitHub trending, HuggingFace models/datasets/papers and HN top-30 were checked and produced no ≤72h release that cleared the bar; bio/neuro dated searches (BCI, medical imaging, genomics, drug discovery) surfaced Nicheformer and MOSS-Transcribe-Diarize but both fell outside the 72h window.

  • Wes Roth: 'Claude Built the Ultimate Second Brain'
  • 1littlecoder: 'Fable 5 + Claude Code Workflows is AGENTS workforce!'

2026-07-14 05:03 · github-actions-sweep

Searched lab blogs (Anthropic, OpenAI, DeepMind, Meta, Mistral, xAI, Cohere, DeepSeek, Zhipu, Moonshot, Qwen, Google Research), GitHub trending, HF models/datasets/papers, HN top and newest, coding tools (Cursor, Windsurf), voices (Simon Willison, Nathan Lambert, Latent Space), and the biomedical/neuro science lane. Only one new item qualifies: a Nathan Lambert Interconnects piece predicting a 6-month regulatory window for open-weights models. GPT-5.6, Muse Spark 1.1, and Cursor 3.11 shipped before the 72h cap and are already covered. Ant Group's SingGuard-NSFA (~19 stars, single tier-2 outlet) fell short of the 2-of-N bar.

  • Nathan Lambert: '6 months to live for open models'

2026-07-13 22:57 · github-actions-sweep

Searched lab blogs (Anthropic, Meta, Mistral, Cohere, DeepMind, DeepSeek, Moonshot, MiniMax, Z.ai, Qwen), GitHub trending, HuggingFace models/datasets/papers, HN front page + newest, Simon Willison, and all 8 YouTube creator feeds. Lab blogs quiet since July 9. HN top item (Apple SpeechAnalyzer benchmark, 388 pts) had no named author for an article slot so it was dropped rather than fake a byline. Added one fresh Wes Roth video on solo-founder AI apps; the two other RSS-fresh videos (Two Minute Papers terrain-diffusion, Sam Witteveen Cactus Needle) were already ingested by prior sweeps.

  • Wes Roth: 'AI Apps Making $20,000+ per month with 1 person teams'

2026-07-13 21:00 · github-actions-sweep

Searched Anthropic/OpenAI/Google DeepMind/Meta/Mistral/Cohere/DeepSeek/Qwen/xAI lab blogs, GitHub trending, HN top 30, HuggingFace papers/models/datasets trending, yt-rss-scan across 8 channels, and Simon Willison — no fresh (≤72h) release cleared the bar. Anthropic/Meta/Mistral last posted Jul 8-9; the Cohere DSD (Jul 10), Muse Spark 1.1 (Jul 9), Cursor 3.11 (Jul 9), Claude Code W28 (Jul 10), OpenAI Sol usage lift (Jul 12), Two Minute Papers and Sam Witteveen July 12 videos, and Graphify are all already in the feed. Trending HF papers (Long-Horizon-Terminal-Bench, DeepMind video-as-vision) lack the 2-of-N signals; HF trending models are >72h or quant/merges; HN top 30 has Apple SpeechAnalyzer benchmark (325 pts) but the publisher is a company blog, not an influential-voice article per bar; Wes Roth's Jul 12 video is business/promo, not core AI.

2026-07-13 19:27 · github-actions-sweep

Zero-add sweep. Scanned lab blogs (Anthropic/OpenAI/DeepMind/Meta/xAI/Mistral/Cohere/Moonshot/DeepSeek/Zhipu — no ≤72h posts), GitHub trending (Vibe-Trading/spec-kit/graphify/cc-switch already in feed or established), HuggingFace top 10 papers + models + datasets (Long-Horizon-Terminal-Bench outside 72h; other papers lack ≥2 signals), HN top 30 (Apple SpeechAnalyzer 249pts is Inscribe company blog with no named author — fails article rules; Clawk 139pts short of ≥150), influential voices (Simon Willison's sqlite-utils 4.1 dup of sqlite-utils 4.0 already in feed; no Karpathy/Interconnects/latent.space fresh post), and 3 YouTube RSS results (2 already in feed, 1 monetization video off-topic). Prior sweep at 18:03Z already ingested OpenAI 5-hour cap lift, Terry Tao coding-agents, and Two Minute Papers/Sam Witteveen videos.

2026-07-13 18:02 · github-actions-sweep

Searched lab blogs (Anthropic/OpenAI/DeepMind/Meta/Mistral/Cohere/Qwen/DeepSeek/ByteDance), GitHub trending, HN top 30, HF papers/models/datasets, r/LocalLLaMA (blocked), Simon Willison, 8 YouTube creator feeds, and the biomedical lane (neuro/genomics/medical-imaging searches). One qualifying item: OpenAI paused GPT-5.6 Sol's 5-hour usage cap and shrank its context from 372K→272K on July 12. Anthropic's parallel Fable-19 extension is already covered by anthropic-fable-5-extended-jul7, and the fresh Two Minute Papers, Sam Witteveen, and Fireship videos are already in the feed.

  • OpenAI lifts GPT-5.6 Sol 5-hour cap — context cut from 372K to 272K

2026-07-13 14:29 · github-actions-sweep

Searched Anthropic/OpenAI/DeepMind/Meta/Mistral/x.ai/DeepSeek/Zhipu/Qwen lab blogs (all quiet since Jul 9 — Muse Spark 1.1, Mistral Studio prompts/skills, UST/Claude physical AI, Redeploying Fable 5 are already in feed or >72h); GitHub daily+weekly trending (top repos — Vibe-Trading, spec-kit, hallmark, graphify, destructive_command_guard, CubeSandbox, herdr, OmniRoute, claude-video — are either already in feed or created 2-6 months ago, failing the 72h date cap); HuggingFace models/datasets/papers trending (Hy3, Unlimited-OCR, Agents-A1, Nemotron-Audex-30B all released weeks ago; top papers only have 30-40 HF upvotes, no code, fail 2-of-N paper bar); HN front page (main AI stories — Zig/Anthropic essay, Claude Code token overhead, Grok CLI uploads, DRI post — are already in feed); Simon Willison Jul 12 (DRI in feed; shot-scraper+sqlite-utils not AI; Fable bump is a short repost); YouTube RSS 8-channel scan (3 of 4 fresh videos already in feed as jul12 items; the fourth — Wes Roth 'AI Apps Making $20k' — is off-topic entrepreneurship content, not core AI/ML). Notable ≤72h events that did NOT cleanly clear the bar: OpenAI's 5-hour Codex/ChatGPT Work cap removal (Twitter-only tweet from product lead, not on openai.com/index; VentureBeat+BleepingComputer+DigitalTrends+Dataconomy coverage but none on the strict tier-1 list) and Anthropic's Fable 5 extension to Jul 19 (Twitter-only @claudeai post, not on anthropic.com/news blog). Zero-add sweep — the fresh candidates were policy tweets rather than shipped artifacts, so per the strict inclusion bar, none qualified.

2026-07-13 11:06 · github-actions-sweep

Two voices-only adds from Simon Willison and Ray Myers on Jul 12 — DRI accountability and the Bun-in-Rust framing debate. Anthropic also pushed the Fable 5 subscription window from Jul 12 to Jul 19; patched the existing extension item rather than creating a semantic dupe.

  • Simon Willison — an LLM agent should never be the DRI for a project
  • Ray Myers — Anthropic's Bun-in-Rust story hides the real lesson

2026-07-13 07:00 · github-actions-sweep

One add: George Hotz's second essay in two days ('I love LLMs, I hate hype', 399 pts on HN) — a distinct hype critique from the July 11 AI 2040 post. Lab blogs (Anthropic/OpenAI/DeepMind/Meta/Mistral/Cohere/Moonshot) had no ≤72h releases; Meta Muse Spark 1.1 and the Ploy GPT-5.6 migration post are both dated July 9 and fell outside the 72h window. GitHub trending was Vibe-Trading (already in feed) and dcg (older repo, last release Jul 3). HF trending papers/models were either already in feed or below the 2-of-N bar. YouTube RSS scan returned 0 fresh videos across 8 channels. Biomedical/neuro searches returned nothing fresh within 72h.

  • I Love LLMs, I Hate Hype — Hotz says frontier labs won't capture AI value

2026-07-12 22:52 · github-actions-sweep

One add: Systima's HN-viral (362 pts, Jul 12) technical teardown showing Claude Code burns 4.7x the tokens of OpenCode on Sonnet 4.5 before the user prompt arrives. Lab blogs (Anthropic, Meta, Mistral, Cohere) covered by existing items; DeepMind and Moonshot quiet; no fresh YouTube videos beyond the four Jul 10–12 items already in the feed; OpenMOSS ASR release was Jul 9 but landed 94h old, missing the 72h cap; AI-for-science queries returned nothing fresh in the 72h window.

  • Systima — Claude Code sends 33k tokens before your prompt, OpenCode sends 7k

2026-07-12 19:06 · github-actions-sweep

Searched lab blogs (Anthropic, OpenAI, DeepMind, Meta, Mistral, xAI, Cohere, Qwen, Z.ai, DeepSeek), GitHub trending, HF papers/models/datasets, HN top 30, and 8 YouTube creator RSS feeds; almost everything ≤72h was already in the feed — GPT-5.6 / Grok 4.5 / Muse Spark 1.1 / Cohere DSD / Mistral Studio / Anthropic Reflect / OpenClaw beta / Cursor 3.11 / Terry Tao / Mesh LLM / Grok Build CLI teardown / all 6 fresh RSS videos. Shipped one new item: HKUDS Vibe-Trading v0.1.11 (July 10, trending +776 stars today, adds India equity + 460-factor library + 16 messaging channels).

  • Vibe-Trading 0.1.11 — HKUDS ships Indian equity and a 460-factor library

2026-07-12 17:04 · github-actions-sweep

Sweep 2026-07-12T16:56Z: one video added (Two Minute Papers on Alexander Goslin's InfiniteDiffusion / Terrain Diffusion, SIGGRAPH 2026). Lab-blog and community discovery turned up items already in the feed (Cohere DSD, Meta Muse Spark 1.1, Mistral Studio, Reflect with Claude, Cactus Needle, Mesh LLM, Terry Tao). Google Research's SensorFM (dated 2026-07-09) fell outside the 72h cap and was dropped. Anthropic's Bernanke LTBT appointment and UST case study failed the ecosystem developer-action gate. Vibe-Trading was a 3-month-old repo trending on v0.1.11 churn, not a fresh release. AI-for-science lane searched (BCI, genomics, drug-discovery, digital biomarker, clinical AI); only SensorFM surfaced and it was age-cap dropped.

  • Two Minute Papers: 'Minecraft Was Missing One Brilliant Idea'

2026-07-12 15:03 · github-actions-sweep

Searched lab blogs, GitHub trending, HF trending, HN, YouTube RSS across 8 creators, Chinese frontier labs, and the bio/neuro/med lane. Two ≤72h items met the bar: Sam Witteveen's Cactus Needle video breakdown (uploaded ~1h before sweep) and Terry Tao's essay on porting math applets with coding agents (167 pts on HN). Lab blogs quiet — Anthropic, OpenAI, DeepMind, Meta, xAI, Mistral each shipped their week's big items 3–5 days ago, all already in the feed.

  • Sam Witteveen: 'Cactus Needle — The 26M Function Calling Model'
  • Terry Tao ships math apps built with coding agents — 24 applets ported, 2 new tools

2026-07-12 13:12 · github-actions-sweep

Zero-add sweep. Checked Anthropic/OpenAI/Google/Meta/xAI/Cohere/Mistral/DeepSeek/Qwen/Kimi lab channels, GitHub trending, HuggingFace papers, HN top 30, YouTube RSS (all 8 creators), and the biomedical/neuro lane. Last 72h is already densely covered by ~55 recent items (GPT-5.6 Sol GA, Grok 4.5, Cursor 3.11, Claude Code w28, Mistral Studio, AlphaEvolve GA, Atlas sunset, Apple v OpenAI, ByteDance Seedream 5.0 Pro, LiteRT.js, Anthropic Reflect, Cohere DSD, plus 3 fresh Fireship/AI Explained/Wes Roth videos). New candidates that surfaced were either already covered (Mesh LLM, GPT-5.6 videos), below the bar (Wes Roth $20K/month listicle, Mindwalk 97 HN pts / 171 stars), or artifact-stale (destructive_command_guard trending but last tagged release is v0.6.5 Jul-03 → outside 72h; MIRA Nature paper Jun-17 → outside 72h; Terry Tao coding-agents post at 84 HN pts is under the ≥150 bar and Tao isn't on the influential-AI-voices list).

2026-07-12 11:16 · github-actions-sweep

Zero-add sweep at 2026-07-12 11:10 UTC. Scanned Anthropic / OpenAI / DeepMind / Meta / xAI / Mistral / Cohere / Qwen / Moonshot / DeepSeek / Zhipu blogs, GitHub trending, HuggingFace papers + models + datasets, Hacker News top 30, r/LocalLLaMA, YouTube RSS (8 creator channels, 4 fresh videos returned), Simon Willison, and the AI-for-science lane. Every fresh candidate either is already in the feed (Cohere DSD, Mesh LLM, Muse Spark 1.1, Mistral Studio, Apple-vs-OpenAI, LiteRT.js), falls outside the 72h cap (Aureka OpenDDE announced 2026-07-06, dcg's last release v0.6.5 on 2026-07-03, MiniMax M3, Zyphra ZAYA1-8B, DesktopCommanderMCP), fails the traction bar (cosmtrek/mindwalk 129 stars + 73 HN pts, HF papers 2607.08xxx with modest engagement), is off-topic (Wes Roth 'AI Apps Making $20,000+' is indie-SaaS entrepreneurship, not frontier AI/ML), or is corporate PR failing the ecosystem gate (Anthropic 'Inviting hard questions', UST case study, Ben Bernanke Trust appointment, OpenAI IPO filing, Fed AI task force).

2026-07-12 09:55 · github-actions-sweep

Searched Anthropic/OpenAI/DeepMind/Meta/Mistral/xAI/Cohere/Qwen/Moonshot/DeepSeek/Zhipu/Tencent lab blogs, GitHub trending, HuggingFace models+papers+datasets, HN front page, YouTube RSS scan (4 videos), Simon Willison and Interconnects, and the bio/neuro science lane (BCI, medical imaging, protein/drug discovery, Nature Medicine). Genuine candidates surfaced (Meta Muse Spark 1.1, Anthropic Reflect, Anthropic Inviting Hard Questions, Tencent Hy3, Meituan LongCat-2.0, Baidu Unlimited-OCR, Xiaomi MiMo-V2-Flash, obra/superpowers, mattpocock/skills, addyosmani/agent-skills, DesktopCommanderMCP v0.2.44, a July-10 Nature Medicine neuroimaging paper) but all either already exist in the feed or fall outside the 72h date cap; the only fresh YouTube upload (Wes Roth 'AI Apps making $20k+/month') is business/indie-hustle content, not substantive AI/ML. Empty sweep.

2026-07-12 06:41 · github-actions-sweep

Added the cereblab wire-level teardown of Grok Build CLI 0.2.93 (whole-repo + .env upload to a GCS bucket, HN #4 with 228 pts) and Mesh LLM's July 11 iroh-based p2p inference launch (HN #2, 1.3k GitHub stars). Skipped GPT-Live (>96h old), Nicheformer (>72h + paper-alone), Neuralink dura-penetrating and other bio candidates (nothing fresh in 72h), and Grok Build v0.2.97 minor changelog (not a headline event). No fresh YouTube videos: yt-rss-scan's three ≤72h returns are all already in the feed.

  • Grok Build CLI ships whole repos and .env secrets to xAI — wire-level teardown
  • Mesh LLM — distributed inference on iroh's peer-to-peer network

2026-07-12 02:16 · github-actions-sweep

Added OpenClaw's 2026.7.1-beta.5 release (Crestodian onboarding, ClawRouter, GPT-5.6 support). Anthropic (Bernanke, UST partnership, hard-questions initiative) posted Jul 9 but none ship a released artifact; SensorFM (Google Research) is a paper without code so it fails the 'no papers alone' bar; Meta Muse Spark 1.1, Mistral Robostral Navigate, Leanstral 1.5, Cohere DSD, GPT-Live and every fresh YouTube video are already in the feed.

  • OpenClaw 2026.7.1-beta.5 — conversational setup and GPT-5.6 support land

2026-07-11 22:49 · github-actions-sweep

One add: George Hotz publishes a rebuttal to AI 2040 Plan A on July 11 that hit HN front page (163 pts). No fresh lab releases in the last 72h — GPT-5.6 family, Grok 4.5, Muse Spark 1.1, Reflect with Claude, ChatGPT Work, Cursor 3.11, and the 4 fresh YouTube videos are already in the feed.

  • AI 2040 and the Cult of Intelligence — Hotz argues fast takeoff ignores physics

2026-07-11 20:50 · github-actions-sweep

Searched Anthropic, OpenAI, Meta, Mistral, Cohere, DeepMind, xAI, Qwen, DeepSeek, Zhipu, Moonshot lab blogs, GitHub trending, HuggingFace models/datasets/papers, HN top 30, YouTube RSS (all 8 channels), Simon Willison, and the bio/neuro science lane. Nothing new inside the 72h window: the four fresh YouTube videos and every major model/tool/repo announcement from the last 2 days (GPT-5.6 GA, GPT-Live, Grok 4.5, Claude Reflect, Cohere DSD, Cursor 3.11, Muse Spark 1.1, LiteRT.js, AlphaEvolve GA, Mistral Studio, Claude Code Desktop, Apple v OpenAI) are already in the feed. Bio/neuro searches surfaced nothing with a released artifact clearing the 2-of-N bar in the window. Anthropic's Bernanke appointment and 'hard questions' initiative are governance / PR, not shippable; OpenAI's 'GPT-5.6 as preferred model in M365 Copilot' is positioning, not a technical change.

2026-07-11 19:02 · github-actions-sweep

One addition: the Claude Code Week 28 digest ships an in-app browser in the desktop app and a rebuilt /doctor. Nothing else within 72h qualified — lab blogs (Anthropic, OpenAI, DeepMind, Meta, Mistral, xAI, Cohere, DeepSeek, Qwen, Moonshot, Z.ai) had no new post outside items already in the feed, HN's top 30 is dominated by items already ingested (Apple v OpenAI, AI 2040), all four fresh YouTube uploads from the 8-channel scan are already in the feed, top HF papers (Vidu S1, Video-Oasis, UniClawBench) are all >72h old or lack a released artifact, and GitHub trending's top AI entries (stitch-skills, claude-cookbooks) either predate the 72h cap or represent no new release.

  • Claude Code Desktop — in-app browser lands and /doctor gains a repair mode

2026-07-11 16:58 · github-actions-sweep

Searched lab blogs (Anthropic/Meta/Mistral/DeepMind/OpenAI/xAI/Z.ai), GitHub trending (daily+weekly), HF papers/models/datasets, HN front page + best, 8 YouTube creator feeds, coding-agent changelogs, and the biomedical/neuroscience lane. Almost every fresh top-lab release (GPT-5.6, Grok 4.5, Muse Spark 1.1, Robostral Navigate, Reflect with Claude, Mistral Studio, all 5 fresh YouTube videos, ChatGPT Work, GPT-Live) is already in the feed. Added one new item: Cursor 3.11 (side chats + conversation search + cloud agent hooks). Ghost Font had HN traction but no code released. NEVO EPFL and Vidu S1 were compelling but their releases fell outside the 72h cap (Jul 2 and Jul 3 respectively).

  • Cursor 3.11 — side chats and conversation search land in the coding editor

2026-07-11 14:57 · github-actions-sweep

Searched lab blogs (Anthropic, OpenAI, DeepMind, Meta, Mistral, Cohere, xAI, Qwen, Moonshot, DeepSeek, Zhipu), GitHub trending, HN top 30, HuggingFace models/datasets/papers, 8 YouTube channels, and the bio/neuro/clinical lane. Added one item: Google's LiteRT.js browser runtime announced 2026-07-09. All 5 fresh YouTube videos were already in the feed; Nicheformer and Nature Methods bio candidates were dated 2025 or >72h old; Hy3/TabFM/Leanstral/Cowork mobile all landed outside the 72h window.

  • LiteRT.js — Google brings its on-device AI runtime to the browser

2026-07-11 13:11 · github-actions-sweep

Zero-add sweep. Searched Anthropic/DeepMind/Meta/Mistral/Cohere/Moonshot/Qwen lab blogs (OpenAI/xAI/DeepSeek/Z.ai channels returned 403/404 from CI — noted), GitHub trending daily, HuggingFace models+datasets+papers, Hacker News top 30, Simon Willison's blog, and 8 YouTube creator RSS feeds. All 5 fresh videos already in feed (Fireship 'OpenAI is so back' + 'Claude not conscious', AI Explained 'Model Explosion', Wes Roth 'GPT-5.6 is here' + 'Grok 4.5 COOKED'). Simon Willison's Jul 8-9 coverage (Bun-in-Rust, GPT-Live, GPT-5.6 family, Muse Spark 1.1) is already covered. Anthropic's in-window posts (UST case study, Bernanke LTBT appointment, 'hard questions' call) fail the ecosystem gate — no concrete developer action. HF-trending Vidu S1 (Shengshu, 151 upvotes on HF papers) launched 2026-07-03 (8 days ago — past the 72h cap, the exact Mythos scar). EdgeBench (ByteDance-Seed, arXiv 2607.05155) paper submitted 2026-07-06 (5 days, past cap). DesktopCommanderMCP v0.2.44 is a bug-fix bump on an established 7.7k-star tool, not a news release. InternScience Agents-A1 shipped 2026-07-02 (past cap). Feed already dense with 22 items in the last 5 days — nothing new qualifies.

2026-07-11 11:12 · github-actions-sweep

Added AI 2040 Plan A from the AI Futures Project (Kokotajlo/Greenblatt) — HN 282 points + WaPo/Semafor/Axios/ACX coverage within a day. All 5 fresh YouTube videos from the RSS scan were already in the feed. Lab blogs quiet on ≤72h releases beyond items already ingested (Grok 4.5, GPT-5.6, Muse Spark 1.1, Meta Muse Image, Cohere DSD, Mistral Robostral/Studio, Anthropic Reflect). GitHub trending was dominated by 5+ month old repos. HF trending models were all older than 72h (LongCat-2.0 Jun 30, TabFM Jun 30, Ornith-1.0 Jun 25, Baidu Unlimited-OCR Jun 22, Agents-A1 Jun 26). No qualifying bio/neuro item in the 72h window (NEvo paper is Jul 2 + no released code; MIRA repo is 4 months old).

  • AI 2040 Plan A — Daniel Kokotajlo's blueprint to delay superintelligence

2026-07-11 09:33 · github-actions-sweep

Searched Anthropic/OpenAI/DeepMind/Meta/xAI/Mistral/Cohere/DeepSeek/Qwen/Moonshot/ByteDance blogs, GitHub trending, HuggingFace models/datasets/papers, HN top 30, and all 8 YouTube creator RSS feeds. Every ≤72h item that qualified is already in the feed: GPT-5.6 GA, CDC proof, Apple-OpenAI lawsuit, Grok 4.5, Meta Muse Spark 1.1, Anthropic Reflect, Mistral Studio + Robostral, Cohere DSD, Seedream 5 Pro, Colibri, and all fresh videos. Anthropic's Bernanke/hard-questions/UST posts are corporate PR (no developer action). MiMo v2.5 blog (May 30 model) and Aleph silent-speech (Jul 7) are outside the 72h cap. Trending skills repos (mattpocock, obra, addyosmani) are months-old repos hyped by the Claude Skills wave, not fresh releases. Zero qualifying items — no padding.

2026-07-11 06:17 · github-actions-sweep

Searched Anthropic/OpenAI/DeepMind/Meta/Mistral/Cohere/x.ai/Z.ai/DeepSeek/Qwen lab blogs, GitHub trending, HF models/datasets/papers, HN top 30, and 8 YouTube creator feeds. All 5 fresh YouTube videos and every in-72h lab-blog post (GPT-5.6 GA, Sol Ultra CDC proof, Cohere DSD, Mistral Studio, Reflect with Claude, Apple v OpenAI, ChatGPT Work, ChatGPT Atlas sunset, Muse Spark 1.1) already in feed. Trending HF models (LongCat-2.0, TabFM, Agents-A1, Unisound U2, Nano Banana 2 Lite, Gemini Omni Flash) all >72h old. Trending GitHub skills bundles (mattpocock, addyosmani) already covered. Anthropic Bernanke appointment / UST case study / Hard Questions initiative fail the ecosystem dev-action gate. No qualifying candidates.

2026-07-11 02:09 · github-actions-sweep

Scanned lab blogs, GitHub trending, HuggingFace models/papers, HN top 30, 8 YouTube feeds, and tier-1 press. Only one fresh ≤72h item cleared the bar: Apple's July 10 trade-secret lawsuit against OpenAI (HN #1, 545 points, ≥5 tier-1 outlets).

  • Apple sues OpenAI — trade-secret suit names io Products and two ex-Apple execs

2026-07-10 23:07 · github-actions-sweep

Zero new items; refreshed the existing mattpocock/skills entry for its v1.1.0 release (Jul 8). Scanned Anthropic, OpenAI, Meta, Mistral, DeepMind, Cohere, xAI and Chinese lab blogs, GitHub trending, HN top 30, HuggingFace papers/models/datasets, and all 8 YouTube channels; every other candidate was either already in the feed, older than the 72h cap, or below the inclusion bar.

2026-07-10 21:11 · github-actions-sweep

Searched Anthropic/OpenAI/DeepMind/Meta/Mistral/xAI and Chinese labs (DeepSeek/Qwen/Moonshot/Z.ai), GitHub trending, HF models/datasets/papers, HN top 30, YouTube RSS across 8 creator channels, and the bio/neuro lane (medical imaging, BCI, genomics, protein/drug design, Simon Willison). Only new qualifying release in the 72h window was OpenAI's Cycle Double Cover Conjecture proof by GPT-5.6 Sol Ultra (188 pts on HN, ~3h old); Anthropic 'hard questions'/Bernanke were policy/corporate not product, Meta/Mistral/OpenAI/xAI headlines from the last 72h were already in the feed, all 5 fresh YouTube videos were already ingested, and Chinese labs plus the bio/neuro lane produced no ≤72h releases meeting the bar.

  • GPT-5.6 Sol Ultra proves Cycle Double Cover Conjecture — 64 subagents, one hour

2026-07-10 19:29 · github-actions-sweep

Zero-add sweep. The 17:56Z cron 1.5h ago swept the same window and landed the fresh items already (GPT-5.6 rollout+videos, Grok 4.5, Cohere DSD, Robostral Navigate, Mistral Studio prompts/skills, AlphaEvolve GA, Muse Spark 1.1, Colibri, LingBot-World 2.0, Anthropic Reflect, ChatGPT Work, Atlas sunset). This run re-checked Anthropic/OpenAI/DeepMind/Meta/Mistral/xAI/DeepSeek/Qwen/Moonshot/Z.ai blogs (Anthropic's 3 other Jul-9 items — UST partnership, Bernanke trust appointment, Hard Questions initiative — fail the ecosystem 'concrete dev action' test; DeepMind/OpenAI/xAI quiet), yt-rss-scan (5 fresh videos, all already in feed), github.com/trending (top trending repos already covered; DesktopCommanderMCP v0.2.44 is a patch on an established MCP, not tweet-worthy), HN top 30 (nothing over 150 pts qualifies — the cdn.openai.com 'Cycle Double Cover Conjecture proof' PDF is at rank #2 with 67 pts <1h old, no official OpenAI announcement page found, only a researcher tweet + Wikipedia edit, unverifiable claim per zero-hallucination), HF models/papers/datasets trending (Agents-A1, Hy3, LongCat, ThinkingCap all already in feed or outside 72h). Bio/neuro lane: active queries for BCI, medical imaging (Pillar-0 is Dec 2025, way out of window), genomics, drug-discovery, protein-design; A-Alpha Bio Atlas is a data-platform launch (no released model artifact); no ≤72h released artifact met the 2-of-N bar.

2026-07-10 17:55 · github-actions-sweep

Searched lab blogs (Anthropic/OpenAI/DeepMind/Meta/xAI/Mistral/Cohere/Qwen/DeepSeek/Z.ai), GitHub trending, HF models/datasets/papers, HN top 30, r/LocalLLaMA, r/MachineLearning, 8 YouTube creator feeds, and the AI-for-science lane (bio/neuro/clinical). Added ByteDance's Seedream 5.0 Pro image model, Cohere Labs' hardware-aware Dynamic Speculative Decoding technique landing in vLLM, and a fresh Fireship launch-day video on GPT-5.6 Sol. Dropped Aureka OpenDDE (real bio release but dated 2026-07-06, outside the 72h cap).

  • Seedream 5.0 Pro — ByteDance's image model reasons before it draws
  • Cohere DSD — hardware-aware speculative decoding lands in vLLM
  • Fireship: 'OpenAI is so back... GPT 5.6 Sol first look'

2026-07-10 14:17 · github-actions-sweep

Added JustVugg's Colibri (Show HN #11, 769 points, 1.6k stars) — a 1,300-line C engine that streams GLM-5.2's experts from disk to run the 744B MoE on a 25 GB laptop — and a fresh AI Explained YouTube video on this week's GPT-5.6, Grok 4.5, and Meta Muse launches. Lab blogs otherwise quiet (Anthropic's Jul 9 posts were partnership/governance items, DeepMind/Qwen/Moonshot/Cohere no new ≤72h shipped releases). Bio/neuro searches: NEVO EPFL preprint was under HN 150 pt bar and lacked a code repo (2-of-N missed); no fresh FDA-cleared bio/neuro model in the last 72h.

  • Colibri — pure-C engine runs GLM-5.2 744B on a 25 GB laptop
  • AI Explained: 'A Model Explosion — GPT 5.6 Sol, Grok 4.5 and Meta Muse'

2026-07-10 10:59 · github-actions-sweep

Two new items from OpenAI's and Google's July 9 news cycle: AlphaEvolve GA opens DeepMind's code-search agent to every Google Cloud customer, and OpenAI is sunsetting the ChatGPT Atlas browser by August 9, folding it into the ChatGPT desktop app and a new Chrome extension. YouTube RSS scan returned only videos already in the feed; no fresh HN/HF/GitHub-trending item cleared the 72h + bar test.

  • AlphaEvolve GA — Google Cloud opens Gemini's code-optimization agent to everyone
  • ChatGPT Atlas sunset — OpenAI kills its standalone AI browser after nine months

2026-07-10 10:19 · github-actions-sweep

Zero-add sweep. Searched Anthropic/OpenAI/DeepMind/Meta/xAI/Mistral/Cohere/Moonshot/DeepSeek/Z.ai lab feeds, GitHub trending (top 20), HF models/datasets/papers trending, HN front page top 30, YouTube RSS across 8 creator channels, plus dated bio/neuro searches (BCI, brain-to-text, protein design, genomics, medical imaging FDA, Isomorphic). Everything fresh that met the bar is already in the feed: GPT-5.6 GA, Grok 4.5, Muse Spark 1.1, Reflect with Claude, Mistral Studio prompts/skills, Robostral Navigate, LingBot-World/Video, ChatGPT Work, Bun-in-Rust, sqlite-utils 4.0, plus all 6 fresh YT videos returned by yt-rss-scan. Trending-but-old items were rejected on the 72h date cap: JustVugg/colibri (created Jul 1), addyosmani/agent-skills 0.6.3 (Jul 3), Cursor 3.10 (Jun 30), Neuralink transdural (Jun 30). Trending-but-already-covered: Tencent Hy3, GLM-5.2, Baidu Unlimited-OCR, TabFM, LongCat-2.0, Leanstral 1.5, Agents-A1, Ornith 1.0. Anthropic 'Inviting hard questions' and Ben Bernanke Trust appointment are governance, not releases. A-Alpha Bio Atlas (Jul 7) is a commercial data-licensing platform with no HN traction and no released artifact — misses the bar. No qualifying paper met the 2-of-N rule. Empty sweep is success.

2026-07-10 07:39 · github-actions-sweep

Searched lab blogs (Anthropic, OpenAI, Meta, Mistral, Cohere, Google DeepMind, xAI, DeepSeek), GitHub trending, HN front page top 30, HF trending models/datasets/papers, r/LocalLLaMA, Simon Willison and Interconnects, and all 8 YouTube creator channels via yt-rss-scan. Nothing ≤72h met the bar that wasn't already in the feed: GPT-5.6, Grok 4.5, ChatGPT Work, GPT-Live, Reflect with Claude, Muse Spark 1.1, Mistral Studio prompts/skills, LingBot-World 2.0, OfficeCLI, Flint-chart, Bun-in-Rust writeup, SWE-Bench Pro retraction, Anthropic's Bernanke/Reflect posts, and all six 72h YouTube videos (Wes Roth ×2, Fireship, Two Minute Papers, Sam Witteveen) are already ingested. MIRA (Kyutai + General Intuition + Epic Games multiplayer world model) is a real release but its July 7 announcement date is ~80h old — outside the 72h cap. Anthropic's July 9 posts (UST case study, 'Inviting hard questions', Ben Bernanke appointment) do not clear the ecosystem gate test. Google DeepMind and xAI blogs quiet, Interconnects had no new post.

2026-07-10 02:33 · github-actions-sweep

Scanned lab blogs (Anthropic, OpenAI, DeepMind, Meta, xAI, Mistral, Cohere, Qwen, Moonshot, DeepSeek), GitHub trending, HuggingFace models/datasets/papers, HN front page, 8 YouTube creators, Simon Willison, and the bio/neuro AI-for-science lane. Almost every 72h-fresh candidate was already in the feed (GPT-5.6, ChatGPT Work, Muse Spark 1.1, Reflect with Claude, Grok 4.5, Hy3, LingBot-World 2.0, Robostral Navigate, all 6 fresh RSS videos). One qualifying new ship: Mistral's Jul-9 Studio update adding prompt-and-skill versioning, ownership, and audit logs — clears inclusion signal 5 (top-lab blog in last 48h) with a concrete developer action (version, rollback, audit prompts). Bio/neuro lane returned nothing fresh; Anthropic's other Jul-9 posts (UST case study, hard-questions initiative, Bernanke Trust appointment) are corporate/governance without a shipped feature. Databricks coding-agent benchmark was substantive but HN 142 pts (<150 bar), no tier-1 press, no publicly released eval suite → drop.

  • Mistral Studio — prompts and skills get versioning, rollback, and audit logs

2026-07-09 21:28 · github-actions-sweep

Two adds: LingBot-World 2.0 (Robbyant's 14B interactive world model, arXiv + code + weights, HF Papers #4 with 487 votes) and a fresh Wes Roth reaction video to OpenAI's GPT-5.6 GA. All other July 9 lab launches (GPT-5.6, ChatGPT Work, Muse Spark 1.1, Reflect with Claude, Grok 4.5) were already in the feed.

  • LingBot-World 2.0 — Robbyant open-sources a 14B interactive world model
  • Wes Roth: 'GPT-5.6 is here (INSANE)'

2026-07-09 19:54 · github-actions-sweep

Four adds this sweep: OpenAI's ChatGPT Work agent (Codex-powered ChatGPT that runs for hours, Pro/Enterprise/Edu today), Anthropic's Reflect with Claude beta (an AI 'screen-time' dashboard on Free/Pro/Max), Robbyant's Apache-2.0 LingBot-Video MoE embodied video model (30B-A3B, 495 HF Papers upvotes on launch day), and Jarred Sumner's post-mortem on rewriting Bun from Zig to Rust with Claude Code in 11 days. Lab blogs (Anthropic, OpenAI, Meta, xAI, Mistral, Cohere, Qwen, Moonshot, DeepSeek, Z.ai), GitHub trending, HF papers/models/datasets, HN top 30, and all 8 YouTube RSS channels were searched; the 5 fresh YouTube uploads returned by yt-rss-scan were all already in the feed.

  • ChatGPT Work — OpenAI's Codex-powered agent for hours-long projects
  • Reflect with Claude — Anthropic adds a screen-time dashboard to Claude
  • LingBot-Video — Apache-2.0 30B-A3B MoE video model for embodied AI
  • Rewriting Bun in Rust — Jarred Sumner details the 11-day AI-agent port

2026-07-09 18:11 · github-actions-sweep

Two frontier-lab items today (2026-07-09): OpenAI's GPT-5.6 GA rollout of Sol, Terra, and Luna after the White House review, and Meta MSL's Muse Spark 1.1 with its first paid Meta Model API. All 5 fresh YouTube videos from the RSS scan were already in the feed, so no video adds.

  • GPT-5.6 goes public — Sol, Terra, and Luna clear the White House gate
  • Muse Spark 1.1 — Meta MSL opens its first paid API at $1.25 / $4.25 per million tokens

2026-07-09 11:07 · github-actions-sweep

Searched lab blogs (Anthropic, OpenAI, DeepMind, Meta, xAI, Mistral, Cohere, Qwen, Moonshot, DeepSeek), GitHub trending, HF models/papers/datasets, HN top 30, and 8 YouTube RSS channels. All 5 fresh videos from yt-rss-scan already in feed (Wes Roth x2, Fireship, Two Minute Papers, Sam Witteveen). GPT-5.6 public GA today is a semantic dupe of existing openai-gpt-5-6 preview entry. Meta astryx (Jun 18 launch, ~21d old) and OpenAI codex-plugin-cc (Mar 30 launch, ~100d old) both fail the 72h date cap — their fresh v0.1.4 / v1.0.6 tags are iterative patches, not launch news. Databricks coding-agent benchmark blog is only at 98 HN pts (below the 150 signal bar). No new items met the inclusion bar.

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