AI/TLDR

AI Release Changelog

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

2026-07-28 05:20 · github-actions-sweep

Searched Anthropic, OpenAI, DeepMind, Meta, Mistral, xAI, Moonshot, Cohere, Z.ai, GitHub trending, HF models/papers/datasets, HN top 30, and the 8 YouTube creator feeds. Added Kwaipilot KAT-Coder-V2.5-Dev, a fresh Apache-2.0 35B/3B MoE coding model with a technical report and multi-outlet coverage; nothing else in the 72h window cleared the bar.

2026-07-28 02:11 · github-actions-sweep

Two major items shipped in the 72h window: NVIDIA's Open Secure AI Alliance with 50+ open-source security partners, and the Claude shared-chats search-indexing incident that Anthropic patched on July 27. Everything else fresh (Kimi K3, Anthropic open-weights position, MAI-Cyber-1-Flash, Cohere North Automations, Muse Spark 1.1) is already in the feed; Cognizant/Anthropic and Runway Media Router failed the ecosystem gate and the 72h cap respectively.

2026-07-27 23:08 · github-actions-sweep

Two fresh items on the July 27 open-weights day: Moonshot published Kimi K3's full 2.8T weights on Hugging Face (largest open-weight release ever), and Anthropic's Dario Amodei posted Anthropic's formal position — no ban, but three targeted policies. Lab blogs (Anthropic, OpenAI 403, DeepMind, Meta, Mistral, Moonshot), GitHub trending, Hugging Face models/datasets/papers, HN top-30, and the 8 YouTube RSS feeds were all scanned; nothing else met the 72h bar.

2026-07-27 19:30 · github-actions-sweep

Scanned lab blogs, GitHub trending, HN top 30, HF papers/models, YouTube RSS (all 8 channels), and the science lane. One qualifier: Microsoft AI's MAI-Cyber-1-Flash — a compact security model derived from MAI-Thinking-1 that pushes MDASH to 96% on CyberGym at ~half the cost, HN #1 today with 161 points.

2026-07-27 17:49 · github-actions-sweep

Zero new items. Searched lab blogs (Anthropic, DeepMind, Meta, Mistral, Cohere, xAI, Moonshot, DeepSeek, Qwen, Z.ai), GitHub trending, HF trending models/papers/datasets, HN front page, 8 YouTube creator channels, plus second-pass coding-agent changelogs (Cursor), Simon Willison, and STAT News + Nature (subjects/machine-learning) for the science lane. Every fresh top signal — Kimi K3, Claude Opus 5, Gemini 3.6 Flash, Poolside Laguna S 2.1, Upstage Solar Open 2, Nanbeige4.2-3B, Alibaba open-code-review, Cohere North Automations, Meta Muse Spark 1.1, Anthropic voice+Opus, GPT-5.6 rollout — is already in the feed. Only genuine new signal was Kimi K3's open weights + tech report drop on HF/GitHub, captured as an update to the existing moonshot-kimi-k3 entry. Bio/neuro lane returned no ≤72h releases meeting the artifact + 2-of-N bar.

2026-07-27 14:34 · github-actions-sweep

Searched lab blogs, GitHub trending, HuggingFace models/papers/datasets, HN top 30, YouTube RSS (8 channels), influential voices, and the AI-for-science lane. One qualifying release: Cohere ships North Automations, a workflow orchestrator for its enterprise North platform. Kimi K3 open weights are trending on HN but the moonshotai/Kimi-K3 HF page is still gated with no verifiable model card, so it is deferred to the next sweep. Molt (NVIDIA) paper is 5 days old; Baidu Unlimited-OCR is over a month old; Poolside Laguna S 2.1 and Gemini 3.5 Flash Cyber already in feed; Qwen Skill Self-Play misses the paper 2-of-N bar (19 stars, no other signals). Wes Roth's Opus 5 video already in feed; no other fresh YouTube uploads in the 72h window.

2026-07-27 11:23 · github-actions-sweep

Searched Anthropic/OpenAI/DeepMind/Meta/Mistral/Cohere/Moonshot/z.ai/Qwen lab blogs, github.com/trending, HF models+datasets+papers, HN front page, all 8 YouTube creator channels, Cursor changelog, OpenRouter, Simon Willison, and the AI-for-science lane (STAT News, Nature AI, Hemispheric). Nothing new inside 72h: Opus 5 / Gemini 3.6 / Kimi K3 API / Genesis Mission / Kronos / Stack v3 / OpenRouter Classifiers / Wes Roth Opus-5 video all already in feed; Mistral/Cohere quiet; Kimi K3 open-weights drop is still on countdown (~3h left) so not yet a released artifact; Simon Willison's 07-26 relay-market post is a 280-word link post to someone else's investigation, below the article bar; the HF-OpenAI radical-transparency escalation is corporate demand, not a shipped artifact.

2026-07-27 07:11 · github-actions-sweep

Zero-add sweep at 2026-07-27T07:00Z. Searched Anthropic/OpenAI/DeepMind/Meta/Mistral/xAI/DeepSeek/Moonshot/Z.ai/Cohere/Ollama/Runway/ElevenLabs lab blogs, GitHub trending, HuggingFace models/datasets/papers, HN front page + newest, r/LocalLLaMA (blocked), influential voices (Simon Willison, Interconnects, LangChain, Karpathy, Latent.Space), YouTube RSS (Wes Roth's Opus 5 + Genspark video already in feed), coding-agent changelogs (Cursor, Claude Code, Codex, Aider, LangGraph, Windsurf/Devin), and the bio/neuro/pharma lane (Arc Institute, Recursion, Insilico, Isomorphic Labs, Hemispheric, Nature subject + Lancet Digital Health). The 72h window (>=2026-07-24T07:00Z) contains only items already in the feed: Claude Opus 5 (Jul 24), Wes Roth's video breakdown (Jul 24), Muse Spark 1.1 agentic Meta AI (Jul 24), Anthropic context-engineering rules (Jul 24), Claude Code 2.1.219 (Jul 24), and DeepSeek legacy API sunset (Jul 24). Kimi K3 open-weights drop is scheduled for later today (huggingface.co/moonshotai/Kimi-K3 still shows 'Upcoming release' with countdown) but the artifact is not yet live, so it does not qualify as shipped. Simon Willison's Jul 26 relay-market post is fresh commentary, but the underlying Vectoral investigation by Matt Lenhard was published in June 2026 (>30d, blocked by Hard Rule 2, the 2026-04-28-E Mythos scar). No pharma/bio/neuro releases from official channels in the window. Empty sweep is the correct result.

2026-07-26 23:05 · github-actions-sweep

Searched Anthropic/OpenAI/DeepMind/Meta/Mistral/xAI lab blogs, GitHub trending, HuggingFace models+papers+datasets, HN front page, Simon Willison, Cursor changelog, and 8 YouTube creator feeds. One new qualifying item within the 72h window: Inflect-Micro-v2, a compact indie TTS model trending on HN with 198 points. Opus 5, Laguna S 2.1, Solar-Open 2, Genspark Workspace 6.0, Gemini 3.5 Flash Cyber, Google Genesis Mission, ChatGPT Health, and Nanbeige 4.2-3B all had release dates outside the 72h window.

2026-07-26 21:03 · github-actions-sweep

Added NVIDIA ModelExpress, a new open-source Rust weight-loader NVIDIA announced 2026-07-24 with vLLM/SGLang/TensorRT-LLM/Dynamo integrations. Lab blogs, GitHub/HF trending, HN, YouTube RSS, science-lane sources, and tier-1 press otherwise turned up items already in the feed (Opus 5, DeepSeek V4 GA, OpenAI voice desktop, Wes Roth Opus 5 video) or shipped before the 72h cap (Google Gemini 3.6 Flash + Cyber, Meta Genesis SAM 3/DINOv3, Ruff 0.16.0, all 2026-07-21 to 07-23).

2026-07-26 19:17 · github-actions-sweep

Scanned lab blogs (Anthropic, OpenAI, Google, Meta, xAI, Mistral, Cohere, Moonshot, DeepSeek, Qwen, z.ai), GitHub trending, HuggingFace models/datasets/papers, HN top 30 + AI Algolia, Simon Willison, TechCrunch, YouTube RSS (8 channels), Meta and Sakana blogs. Meta AI going agentic (Muse Spark 1.1) is the one fresh ≤72h launch that cleared the bar. Everything else was already in the feed (Opus 5, Kimi K3, DeepSeek retire, FLUX 3, Grok Workspace/Workflows, Muse Spark 1.1 model API), out of window (Sakana Fugu-Cyber Jul 21, OpenAI Micro keypad Jul ~17, Cloudflare content-independence Jul 1), or non-qualifying (open-weights industry letter is policy speculation without enacted change; Cognition–Poke acquisition is M&A with no product change; Ruff v0.16.0 is not an AI release).

2026-07-26 17:07 · github-actions-sweep

Searched lab blogs (Anthropic, OpenAI, DeepMind, Meta, xAI, Mistral, Cohere, DeepSeek, Qwen, Moonshot, Zhipu, MiniMax, BFL, OpenRouter), GitHub trending, HuggingFace models/papers, HN top 30 + best-of-48h, Reddit r/LocalLLaMA, Simon Willison, all 8 YouTube creator channels, TechCrunch AI, AISI, Cursor/Claude Code changelogs, and the biomedical/neuro science lane (Nature, STAT, Recursion/Insilico/AbSci/Schrödinger, hemispheric.ai). Added one item: slvDev's esp32-ai — a 28.9M-param LLM on an $8 ESP32-S3, 1.2K stars in 3 days, HN 257 pts, novel Per-Layer Embeddings port from Gemma. Anthropic Claude Opus 5, xAI Grok Workspace, Anthropic voice-Opus/Sonnet, Cloudflare AI options (Jul 1), Baidu Unlimited-OCR (Jun 22), Inflect-Micro-v2 (created Jun 25) all failed the 72h date cap or were already in the feed. AREX (BAAI, top HF paper) fails the 2-of-N paper bar (no released code). DeepSeek fundraise pause + HF CEO's $100M demand from OpenAI are financial/reaction news that fail the ecosystem 'what does a dev do differently?' test.

2026-07-26 15:13 · github-actions-sweep

Searched lab blogs (Anthropic, OpenAI, DeepMind, Meta, xAI), GitHub trending, HuggingFace models/papers/datasets, HN top 30, and 8 YouTube creator feeds. Added one item: OpenRouter Classifiers (beta, 24 July). Anthropic Opus 5, Grok Workspace/Workflows, Gemini 3.6 Flash, Cursor 3.0, Kimi K3 already in feed. AREX (BAAI), esp32-ai, Laguna S 2.1 all dated 21–23 July and rejected by the midnight-based 72h cap.

2026-07-26 13:16 · github-actions-sweep

Zero-add sweep — nothing cleared the bar in the 72h window ending 2026-07-26T13:09Z. Lab blogs (Anthropic Opus 5, DeepMind Gemini 3.6 Flash + 3.5 Flash Cyber, Meta Muse Spark 1.1, Mistral Robostral Navigate) all either already in the feed or older than 72h. GitHub-trending Kronos, alibaba/open-code-review, aisuite, claude-cookbooks already in the feed; slvDev/esp32-ai looked strong (227 HN pts, 1138 stars, Gemma per-layer-embeddings trick) but its repo was created 2026-07-23T14:53Z which finalize-sweep reads as 85h old past midnight (>72h cap). HF models Inkling, Solar-Open2, Nanbeige, Baidu-OCR, Mage-Flow, Laguna-S, Motif-3-Beta all already in the feed; Inflect-Micro-v2 dropped (repo first appeared 2026-06-25, outside window). HF papers had nothing that cleared the 2-of-N bar (code + traction). HF datasets: Stack v3 already in the feed, others derivative. YouTube RSS returned 2 fresh videos (Wes Roth 'Opus 5 + Genspark', Fireship 'HF hack') — both already in the feed. Bio/neuro/pharma active searches (BCI, medical imaging FDA, drug discovery) returned trend articles, no ≤72h qualifying artifact. HN front page had the Debian LLM GR (still under discussion, no enacted change → ecosystem rule refuses) and a leaked DeepSeek investor transcript (funding/insider commentary, no released artifact → skip).

2026-07-26 11:27 · github-actions-sweep

Searched Anthropic/OpenAI/Google DeepMind/Meta/Mistral/xAI blogs, GitHub trending, HuggingFace models/papers, HN top 30, 8 YouTube creator feeds, biomedical/neuro/pharma pointers. Fresh candidates existed (KAT-Coder-V2.5-Dev open-weights on 2026-07-23; slvDev/esp32-ai 28.9M-param LLM on ESP32 hit HN top-30 with 203 pts) but both public release dates fall 83h and 74h ago — outside the 72h cap. Two fresh YouTube uploads from Wes Roth and Fireship are already in the feed. No item cleared the bar.

2026-07-26 10:03 · github-actions-sweep

Searched lab blogs (Anthropic/OpenAI/DeepMind/Meta/Mistral/Moonshot/DeepSeek/Qwen/Z.ai), GitHub trending, HuggingFace models/datasets/papers, HN top 30, r/LocalLLaMA, 8 YouTube creator feeds, TechCrunch AI, Simon Willison, and the AI-for-science lane (nature.com, medical imaging FDA, brain-computer interface, pharma AI). Anthropic Opus 5, Apertus 1.5, DeepSeek legacy sunset, Grok Workspace/Build Workflows, Alibaba open-code-review, Claude Code 2.1.219, AMD Helios, FLUX 3, Two YouTube videos, and the Kimi K3 zero-day work already landed in prior sweeps. Gemini 3.5 Flash Cyber (Jul 21), Qwen3.8-Max-Preview (Jul 19), Codex Micro keypad (Jul 15), AIRS SwiftMR FDA clearance (Jul 21), BrainCo brain-to-robot (Jul 17), and OpenDDE (Jul 7) all fall outside the 72h date cap. Inflect-Micro-v2 (131 HN pts) and DeepSeek fundraise pause (149 HN pts) sat under the 150-pt HN bar. Kimi K3 open weights are scheduled for 00:00 UTC Jul 27 — not yet shipped. No ≤72h release cleared the bar.

2026-07-26 06:52 · github-actions-sweep

Cron sweep for 2026-07-26 06:34 UTC. One qualifying item added: Anthropic's July 24 context-engineering playbook for the Claude 5 generation (270+ HN pts, /doctor repurposed for skills/CLAUDE.md audits).

2026-07-25 22:59 · github-actions-sweep

Zero-add sweep. Scanned Anthropic, OpenAI, Google DeepMind, Meta, xAI, Mistral, Cohere, Moonshot, DeepSeek, Qwen, Z.ai plus GitHub trending, HF trending models/papers, HN front page (July 24-25), 8 YouTube creators via yt-rss-scan, tier-1 press (TechCrunch AI), coding-agent vendors (Cursor/Codex/Windsurf/Aider/Cline), Simon Willison, Interconnects, and the AI-for-science lane (Neuralink, Insilico, Recursion, Nature Medicine AI, npj Digital Medicine, STAT News, Hemispheric). The last 48h were consumed by items already ingested — Anthropic Opus 5 (Jul 24), ChatGPT Voice on desktop (Jul 23), DeepSeek legacy API sunset (Jul 24), Wes Roth and Fireship videos (Jul 23-24), Genspark SecondBrain (Jul 21, out of 72h window). Every other candidate fell outside the 72h date cap (Gemini 3.6 Flash trio Jul 21, Thinking Machines Inkling Jul 15, Poolside Laguna S 2.1 Jul 21, Ruff v0.16.0 Jul 23 is non-AI, OpenAI Codex Micro Jul 15, Nvidia Nemotron-TwoTower Jul 1, Kimi K2.7 in Copilot Jul 1-7, Cloudflare AI traffic options Jul 1) or was an ecosystem/funding item excluded by the rules (Prentis $100M round, Cognition acquires Poke, Midjourney acquires Co-Star). No fresh qualifying release ≤72h; empty is the correct outcome.

2026-07-25 20:54 · github-actions-sweep

Sweep at 2026-07-25T20:46Z: feed already carries the day's frontier news. Searched Anthropic/OpenAI/DeepMind/Meta/xAI/Mistral/Qwen/Moonshot/DeepSeek lab blogs, GitHub daily+weekly trending, HuggingFace models/datasets/papers, HN front pages, YouTube RSS scan across all 8 creator channels, plus the bio/neuro/pharma lane (BCI, medical imaging, pharma drug discovery, ARC-AGI leaderboard). Every ≤72h release with real signal is already in the feed: Claude Opus 5, Alibaba open-code-review, Grok in Workspace, Grok Build Workflows, DeepSeek legacy API sunset, Claude Code 2.1.219, AISI/CAISI Kimi K3 cyber eval, FLUX 3 + FLUX-3-mimic, ChatGPT Voice desktop, Anthropic Economic Index connector, Nanbeige4.2-3B, Solar Open 2, Poolside Laguna S 2.1, Microsoft Mage-Flow, HF Stack v3, Runway Media Router, Tracer Echo, Cursor Router, OpenAI Presence, Substack Pangram, Kimi K3 Redis zero-days, and both fresh YouTube uploads (Wes Roth on Opus 5, Fireship on the HF hack). Nothing else cleared the 72h + inclusion bar without semantic-duping existing entries.

2026-07-25 19:08 · github-actions-sweep

Added Apertus 1.5, the Swiss AI Initiative's fully open 8B and 70B multimodal release (July 24). Searched Anthropic/OpenAI/DeepMind/Meta/xAI/Mistral/Cohere/Moonshot/Qwen/DeepSeek blogs, GitHub trending, HF models/papers/datasets, HN, r/LocalLLaMA, Cursor/Claude Code changelogs, YouTube (2 fresh videos, both already ingested), Simon Willison, StatNews, and pharma/BCI channels; everything else in the last 72h was already in the feed or below the bar.

2026-07-25 16:59 · github-actions-sweep

Searched lab blogs (Anthropic/OpenAI/DeepMind/Meta/xAI/Mistral/Cohere/Qwen/Moonshot/DeepSeek/Z.ai/MiniMax), GitHub trending, HuggingFace models/datasets/papers, HN top 30 and Show HN, 8 YouTube creator RSS feeds, and the biomedical/neuro/pharma science lane. Only one fresh qualifier: Alibaba open-code-review (v1.7.16 on 2026-07-24). All other candidates (Claude Opus 5, OpenAI Presence, Qwen-Image-3.0, Nanbeige4.2-3B, Mage-Flow, Laguna-S-2.1, block/buzz, Kronos, all 4 fresh YouTube videos) already in the feed. Anthropic Economic Futures Fund and OpenAI ChatGPT-for-Small-Business dropped as funding/program announcements failing the ecosystem gate. Bio/neuro lane returned zero qualifying releases in the 72h window.

2026-07-25 15:08 · github-actions-sweep

Searched Anthropic/OpenAI/DeepMind/Meta/Mistral/Moonshot/DeepSeek/Zhipu blogs, GitHub trending, HF models/datasets/papers, HN top-30 and newest, TechCrunch AI, Simon Willison, YouTube RSS (8 channels), and the biomedical/pharma/neuro lane. Added one item: Kimi K3 orchestrated a 32-agent Redis zero-day discovery that shipped RCE PoCs and forced seven Redis patches on July 23. Everything else was already in the feed (Opus 5, Grok Workspace, FLUX 3, HF hack coverage, Kimi K3 AISI eval, all 4 fresh YouTube uploads), outside the 72h window (OpenAI Codex Micro Jul 15, Meta Genesis Mission Jul 21, Neuracle BCI Jul 20-21), or failed the ecosystem/dev-action gate (Prentis funding, Cognition-Poke and Midjourney-Co-Star M&A, Composio awesome-list).

2026-07-25 13:21 · github-actions-sweep

Quiet post-Opus-5 window: searched Anthropic/OpenAI/DeepMind/Meta/xAI/Mistral/Cohere/Kimi/DeepSeek/Zhipu lab blogs, GitHub trending, HF trending models/datasets/papers, HN top 30, all 8 YouTube creator RSS feeds, TechCrunch AI, and the biomedical/neuro/pharma lane (NeuroscienceNews, STAT News, Nature subjects, Insilico, hemispheric.ai, Endpoints). Every fresh candidate was already in the feed (Opus 5, ChatGPT Voice desktop, Claude Voice Opus/Sonnet, Runway Media Router, Anthropic Economic Index connector, Codex Micro, Gemini 3.6 Flash, block/buzz, Nanbeige4.2-3B, Solar Open2-250B, Poolside Laguna-S 2.1, Kimi K3, Baidu Unlimited-OCR, Motif-3-Beta preview, Thinking Machines Inkling, all 5 fresh YouTube videos), older than 72h (Codex Micro Jul 15, Grok 4.6 Jul 18, Neuracle brain chip Jul 20, DeepMind Bioresilience Jul 16, Chrome Nano post May 4, Project Glasswing Apr 7), or a paper/reaction without a released artifact (Peking-U memristor Science paper, HF Papers top 10, Simon's Pelicanmaxxing link). Big trending repos alibaba/open-code-review (12.6k stars, created May 18) and citrolabs/ego-lite (3.2k stars, created Apr 16) failed the 'would I tweet as just-shipped today?' test.

2026-07-25 11:23 · github-actions-sweep

Follow-up: trimmed the three new-item summaries under the 240-char cap.

2026-07-25 11:22 · github-actions-sweep

Three qualifying items in the last 72h: xAI shipped Grok for Google Workspace (free add-on, Jul 24) and Grok Build Workflows (up to 1,024 parallel agents, Jul 23), plus UK AISI and CAISI jointly published a preliminary cyber evaluation of Moonshot's Kimi K3 (Jul 23) with hard numbers. Lab blogs, GitHub trending, HF trending, HN, and 8 YouTube channels were all scanned; the RSS feed's 5 fresh videos are already in the feed, and the bio/neuro/pharma lane returned no released model or FDA-cleared device within the window.

2026-07-25 09:57 · github-actions-sweep

Searched Anthropic/OpenAI/DeepMind/Meta/Mistral/Cohere/Qwen/DeepSeek blogs, GitHub trending, HuggingFace models/papers/datasets, HN top 30, 8 YouTube channels, Cursor changelog, Simon Willison, and the AI-for-science lane (medical imaging, BCIs, pharma AI). Almost everything fresh in the last 72h was already in the feed (Opus 5, Gemini 3.6, Inkling, Laguna S 2.1, Solar Open 2, Unlimited-OCR, Cursor Router, OpenAI Presence, all 5 fresh YouTube videos). Added Claude Code 2.1.219 as the one qualifying new release — Opus 5 becomes the default Opus in the CLI, plus deeper subagent nesting and a strict sandbox allowlist.

2026-07-25 06:23 · github-actions-sweep

Searched lab blogs (Anthropic, DeepMind, Meta, Mistral, OpenAI, xAI, Cohere, Qwen, Moonshot, DeepSeek), GitHub trending, HuggingFace models/datasets/papers, HN front page, YouTube RSS scan (8 channels), Simon Willison, Techmeme, and AA leaderboard. All 5 fresh YouTube videos and every top HF trending model already live in feed; Claude Opus 5, Codex Micro, ChatGPT Voice, and OpenAI/HF cyberattack coverage all already in; the open-weight letter and Nvidia-SK $500B are ecosystem/policy items that fail the developer-action gate. Only new data: Opus 5 debuted #1 on Artificial Analysis Intelligence Index v4.1 at 61 pts — added as benchmark bar update to the existing opus-5 entry.

2026-07-25 02:15 · github-actions-sweep

One addition: a fresh Wes Roth reaction video covering Claude Opus 5 and Genspark's SecondBrain, both launched this week. Lab blogs (Anthropic, OpenAI, DeepMind, Meta, Mistral) had nothing new inside the 72h window that wasn't already in the feed. Chinese labs (DeepSeek, Qwen, Moonshot, Zhipu) quiet or reachable-blocked. HF trending models within 72h (Inkling, Laguna-S-2.1, Unlimited-OCR, Solar-Open2, Nanbeige4.2-3B, Mage-Flow) all already in feed; Motif-3-Beta preview did not clear the bar. GitHub trending mostly ongoing repos (Kronos, ego-lite, worldmonitor, OmniRoute) with no in-window release event, or awesome-list-shaped (skips per SWEEP_MEMORY). HN top ~30 mostly covered by existing feed items (Opus 5, HF-OpenAI cyberattack). Bio/pharma/neuro lane: no artifact released within 72h with the 2-of-N signals. Ecosystem candidates (Anthropic $200M Economic Futures Research Fund, DeepMind $40M Genesis Mission commitment) failed the developer-action gate.

2026-07-24 23:06 · github-actions-sweep

Added the DeepSeek legacy API alias sunset (deepseek-chat + deepseek-reasoner die at 2026-07-24 15:59 UTC, migrate to deepseek-v4-flash/v4-pro). Lab blogs otherwise quiet (Anthropic Opus 5 already in feed; Google Gemini 3.6 Flash already in feed; DeepMind bioresilience is 8d old; Inkling is 9d old; Meta Genesis is 3d old). GitHub trending, HN top 30, HF models/datasets/papers, and 8 YouTube feeds all scanned; every fresh candidate was either already in the feed, past the 72h cap, or below the inclusion bar.

2026-07-24 21:06 · github-actions-sweep

Added FLUX 3 x mimic (Black Forest Labs + mimic robotics video-action model, HN 296 pts, deployed at Audi). Anthropic and Google DeepMind's July 23-24 posts were already in the feed (Claude Opus 5, Gemini 3.6 Flash line). OpenAI's news page is 403 in CI; the OpenAI-HF cyberattack angle is already covered by Simon Willison and AI Explained items from July 22. AMD/Cerebras joint inference is announced-for-H2, not shipped; Nvidia/Meta/Microsoft open-weight policy statement fails the ecosystem gate.

2026-07-24 19:26 · github-actions-sweep

Zero-add sweep. Scanned lab blogs (Anthropic/OpenAI/DeepMind/Meta/xAI/Mistral/Cohere/Qwen/Moonshot/DeepSeek/Z.ai), GitHub trending daily, HN top 30 + Show HN, HF models/datasets/papers, r/LocalLLaMA, Simon Willison, and ran yt-rss-scan across all 8 creator channels. Every fresh candidate was already in the feed: all 5 RSS-fresh videos ingested last sweep (Fireship jul22-23, AI Explained jul22, Wes Roth jul22, 1littlecoder jul21); Thinking Machines Inkling already at thinking-machines-inkling; FLUX 3 X Mimic robotics variant already covered inside black-forest-labs-flux-3 (its quickFacts + FAQ + explainer name FLUX-mimic and Audi); Gemini 3.5 Flash Cyber is a variant bundled in the same source post as google-gemini-3-6-flash; Show HN 'Echo' is the same product as tracer-echo. Ran the bio/pharma/neuro active-search query set — Aureka OpenDDE (jul 6-9) fails 72h cap, Chai $400M Series C is funding not a release, Retina4IRD lacks a public repo, Neuralink/Synchron/Precision no dated update in window. BAAI AREX (HF Papers #1 today) has no linked public repo and no HN traction — only 1-of-N for the paper bar, so dropped. No net-new items met the inclusion bar.

2026-07-24 17:33 · github-actions-sweep

Anthropic shipped Claude Opus 5 today — new flagship Opus at Opus 4.8 pricing ($5/$25 per 1M tokens) with roughly double the performance on Frontier-Bench v0.1 (seismic). Plus a Fireship video on the Hugging Face autonomous-agent intrusion. Genesis Mission funding, DeepMind bioresilience post (404), and other lab posts checked and dropped as non-releases; other trending items (Poolside Laguna S 2.1, Inkling, Solar Open 2, Nanbeige, Mage-Flow, OvisOCR2) already in feed.

2026-07-24 15:43 · github-actions-sweep

Added 2 major items: AMD Helios (rack-scale AI system, 72 MI455X GPUs, launched at Advancing AI 2026 on 07-23) and ChatGPT Voice on desktop (OpenAI's new GPT-Live model in the Mac and Windows apps, rolling out from 07-23). Searched lab blogs, GitHub trending, HF models/datasets/papers, HN front page, Reddit, tier-1 press, and 8 YouTube creator feeds plus the neuro/bio/pharma lane; the fresh Fireship 'hack' video restates the OpenAI-HuggingFace incident already in the feed, Baidu Unlimited-OCR is 32 days old, Google SymptomAI is a paper with no released artifact, and the top trending GitHub repos (Kronos, kimi-cli, Motif-3) are all >7 days old — all correctly dropped.

2026-07-24 13:34 · github-actions-sweep

Searched lab blogs (Anthropic, DeepMind, Meta, Mistral, Qwen, BFL), HuggingFace models/papers/datasets, GitHub trending, HN top 30, Simon Willison, and the 8-channel YouTube RSS scan. Nothing new cleared the 72h + inclusion bar: FLUX 3 X Mimic is already covered inside the existing FLUX 3 entry (variants row, robotics tags, dedicated FAQ), Baidu Unlimited-OCR shipped Jun 22, Kronos shipped Aug 2025, Motif-3-Beta is a non-commercial intermediate checkpoint, Anthropic's Economic Futures Fund is a $200M research-funding vehicle with no developer action, Project Camellia is data-center capex that fails the ecosystem gate, DeepMind's bioresilience post is Jul 16 with no released artifact, Gemini 3.5 Flash Cyber is already inside the google-gemini-3-6-flash bundle, and a fifth video on the OpenAI/HF sandbox story would be padding.

2026-07-24 10:23 · github-actions-sweep

One add: FLUX 3, Black Forest Labs' new multimodal video/image/audio/action model, announced 2026-07-23 with early access, tier-1 press, and an Audi robotics deployment via FLUX-mimic. Anthropic, Meta, Mistral, x.ai, Moonshot, Qwen and DeepSeek quiet on the 72h window; other fresh HN/HF/GitHub items were already in the feed or missed the 2-of-N bar.

2026-07-24 06:33 · github-actions-sweep

One clear add: OpenAI restored hard spend limits on the API Platform this week — a major dev-facing billing control after months of alerts-only. Otherwise a quiet 72h window; the July 22–23 lab news the feed already carries covers the Anthropic Claude voice update, ChatGPT Health US rollout, Kratsios/Moonshot dispute, Cursor Router, Tracer Echo, and OpenAI Presence.

2026-07-24 02:19 · github-actions-sweep

Sweep landed 4 items: Anthropic's Claude voice mode now uses Opus and Sonnet (was Haiku only), OpenAI's ChatGPT Health rolled out to all US users with Apple Health and Epic integration, the White House and US Treasury threatened sanctions and Entity-List designation against Moonshot over Kimi K3 distillation claims, and Substack shipped Pangram-powered AI-writing detection.

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

Searched lab blogs (Anthropic/DeepMind/Mistral quiet on shippable items; xAI/OpenAI blogs 403'd from CI), GitHub trending, HuggingFace models/datasets/papers, HN top 30, and all 8 YouTube creator feeds. Most fresh candidates were already in the feed (Inkling, Unlimited-OCR, Kimi K3 videos, Nanbeige4.2, Solar Open 2, GLM-5.2 tools, Bonsai variants, Kronos, Motif-3-Beta uploaded 2026-07-20 22:03Z is 73h+ old under the 72h cap). Adding Echo — a Tracer YC public-alpha router with 164 HN points at ~3h post age, matching Fable-level scores at a third of the cost using open-weight models.

2026-07-23 21:04 · github-actions-sweep

Slow news window. Searched Anthropic/DeepMind/Meta/Mistral lab blogs (OpenAI + xAI + Qwen returned 403 or blank), HN top 30, GitHub trending, HuggingFace models/datasets/papers, r/LocalLLaMA (blocked), 8 YouTube creator feeds, Simon Willison, and the bio/pharma/neuro lane. All 5 of the 6 fresh YouTube videos are already in the feed; the 6th (Fireship 2026-07-23) has an ambiguous non-AI title. HN top items were policy/opinion (Chinese-open-weight advocacy, AI-debt story) or already covered (Palmier Pro, block/buzz). GitHub trending's new AI repos lack tier-1 traction. HF trending's top 12 models are all in the feed; Motif-3-Beta (rank 13, 169 likes, 1856 downloads, non-commercial) did not clear the inclusion bar. HF papers top 10 max 45 upvotes, no code-plus-demo qualifier. Anthropic Economic Futures Research Fund is a $200M call for proposals for researchers, not a dev-facing release, and would collide semantically with the existing openai-foundation-economic-futures-250m item; Meta Genesis Mission post reuses existing SAM 3 / DINOv3 models. Bio/pharma searches returned no released model with code inside 72h.

2026-07-23 19:19 · github-actions-sweep

Two open releases surfaced in the last 24h: Nanbeige4.2-3B (3B Looped Transformer coding+reasoning model from Chinese lab BOSS Zhipin, HF-trending) and The Stack v3 (Hugging Face + BigCode's fresh 5T-token, 224M-repo open code dataset). Lab blogs from Anthropic/OpenAI/Google/Meta/Mistral quiet on shipped artifacts (Genesis Mission was a $40M access rollout, not a product; Meta Genesis post repurposed existing SAM 3 / DINOv3); YouTube RSS scan returned only videos already ingested plus one Fireship 'hack' upload whose AI/ML relevance could not be verified from CI; HN AI items were policy/finance (skipped per ecosystem gate); HF papers under 50 upvotes; no fresh biomedical/neuro releases qualified.

2026-07-23 17:27 · github-actions-sweep

Title tightening for the just-added Simon Willison item so it clears the 90-char headline cap.

2026-07-23 17:26 · github-actions-sweep

Two adds: Runway ships Media Router today, the first preference-optimized routing layer for generative video, image, and audio inside Runway Dev; and Simon Willison publishes the reference explainer of the OpenAI ExploitGym incident that broke into Hugging Face. YouTube RSS scan returned 7 fresh videos, six already in the feed and one Fireship upload with an unclear (non-verifiable) topic — dropped. Lab blogs (Anthropic, Meta, DeepMind, Cohere, Moonshot, Qwen, DeepSeek) had no shippable release in the last 72h. HN front page top 30 was heavy on business/funding news that fails the ecosystem gate.

2026-07-23 16:00 · github-actions-sweep

Searched Anthropic/OpenAI/DeepMind/Meta/Mistral/Cohere lab blogs, GitHub trending, HuggingFace models/papers/datasets, HN top 30, Simon Willison, tier-1 press (TechCrunch, Statnews), coding-agent vendors, AI-for-science venues, and all 8 YouTube creator channels. All 6 fresh YouTube videos returned by yt-rss-scan were already in the feed. Anthropic's $200M Economic Futures Research Fund (2026-07-22) is a philanthropic funding program (no product, fails ecosystem gate). Gemini 3.6 Flash / Cyber, Buzz, OpenAI Presence, Cursor Router, Anthropic Economic Index Connector, Nativ, Cisco Antares, Microsoft Mage-Flow, GigaToken, Solar Open 2, Poolside Laguna, Qwen-Image-3.0, Qwen-Audio-3.0-TTS, Anthropic Rare Disease Grants and the Chinese-AI-policy debate (Ben Thompson, Ben Werdmuller, Simon Willison, Kevin Buzzard) are already in the feed. HF-trending models baidu/Unlimited-OCR (2026-06-22), thinkingmachines/Inkling (2026-07-15), GLM-5.2 (2026-06-16), PrismML Bonsai 27B (2026-07-14) and the AMD Ryzen AI Halo launch (2026-07-10) all fail the 72h cap. Motif-3-Beta is a preview checkpoint under a non-commercial license with no dated announcement. HF Papers top 10 max 40 upvotes (no viral traction, no code-plus-signals). The White House / Kratsios accusation of Moonshot distilling Fable is government policy speculation without enacted change, and the Treasury sanctions are threatened only.

2026-07-23 13:56 · github-actions-sweep

Added two fresh, verified releases: Cisco Antares open-weight vulnerability-localization models plus the VLoc Bench eval, and Microsoft Research's 4B Mage-Flow image generation/editing family. No fresh YouTube-creator videos qualified (all six 72h uploads already in the feed).

2026-07-23 06:34 · github-actions-sweep

Searched lab blogs (Anthropic, OpenAI, DeepMind, Meta, Mistral, xAI, Qwen, DeepSeek, Z.ai), HF papers/models trending, GitHub trending, HN top 30, 8 YouTube creator feeds, tier-1 press, and the AI-for-science lane (Arc, Insilico, Lancet Digital Health, Nature ML). One qualifying release: Cursor Router. Anthropic (grants + political donation) and DeepMind/Meta (Genesis Mission partnership) posts were not shipped artifacts; OpenDDE and Insilico Rentosertib Phase III were both outside the 72h window; both fresh Fireship videos already covered in feed.

2026-07-23 02:19 · github-actions-sweep

Scanned lab blogs (Anthropic, OpenAI, DeepMind, Meta, xAI, Mistral, Cohere, Moonshot, DeepSeek), GitHub trending, HF models/papers, HN top 30, YouTube RSS across 8 channels, Simon Willison, and the AI-for-science / neuro / pharma lanes. Added OpenAI Presence (2026-07-22) — the only fresh, verifiable release that cleared the bar and was not already in the feed. All 6 fresh YouTube videos, Anthropic's Economic Index Connector, Gemini 3.6 Flash, Solar Open 2, Kimi K3, Poolside Laguna S 2.1, Cursor Agent Swarms, and the OpenAI Erdős pause were already ingested.

2026-07-22 21:24 · github-actions-sweep-retry

Two adds: GigaToken v0.9.0, a Rust drop-in tokenizer that hits ~24.5 GB/s on EPYC 9565 (HN 253 pts), and Terence Tao's July 21 write-up of the AI-discovered Jacobian conjecture counterexample. YouTube RSS scan returned six videos — all already in the feed. Lab blogs (Anthropic, OpenAI, DeepMind, Meta AI, Mistral, Cohere, Qwen, DeepSeek, Moonshot, Zhipu) quiet on new shipped artifacts; HF trending, GitHub trending, and HN front page otherwise dominated by items already ingested (Kimi K3, Gemini 3.6, Poolside Laguna S 2.1, Buzz, Buzzard's outcounterexampled post). Bio/neuro lane: Precision Neuroscience story lacks a primary source, no released artifact — passed.

2026-07-22 19:13 · github-actions-sweep

Two adds since the 17:28Z sweep: Anthropic ships the Economic Index Connector for Claude (Jul 22 lab-blog), and Fireship posts a fresh Kimi K3 explainer (Jul 22 upload, 2.8T open-weight MoE coverage). Lab blogs (OpenAI/DeepMind/Meta/Mistral) quiet; GitHub trending, HF trending and HN top-30 all held items already in the feed; bio/neuro/pharma searches returned nothing fresh with a released artifact.

2026-07-22 17:27 · github-actions-sweep

Two adds this sweep: Upstage's Solar Open 2 (250B/15B MoE open-weight, 1M context, launched July 22) and AI Explained's July 22 breakdown of the OpenAI-Hugging Face sandbox-escape incident. Anthropic, DeepMind, Mistral, Meta, xAI, Qwen, and DeepSeek were quiet on new model artifacts.

2026-07-22 15:38 · github-actions-sweep

Searched lab blogs (Anthropic, OpenAI, DeepMind, Meta, Mistral, xAI, Isomorphic), GitHub trending, HuggingFace models/datasets/papers, HN front page top 30, r/LocalLLaMA, and 8 YouTube creator RSS feeds. Also ran active bio/neuro/pharma queries (BCI, medical imaging, FDA clearances). The prior sweep 2h ago already captured every qualifying story: Gemini 3.6 Flash family (google-gemini-3-6-flash), Anthropic $1.5B books settlement (anthropic-bartz-settlement-final), HuggingFace security incident (huggingface-security-incident-jul16), Block Buzz workspace (block-buzz), and all 4 fresh YouTube videos (Wes Roth / Sam Witteveen / Fireship / plus the earlier Kimi K3 breakdown). OpenAI's July 21 admission of the HF breach is semantic-dupe of the existing HF incident item. Kimi K3 (2026-07-16) and GLM-5.2 (2026-06-13) are outside 72h. DeepMind bioresilience post is a policy statement, no artifact.

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