From 6d4921ad75cb329c5880f2a4c0dc8a5095cdaaf9 Mon Sep 17 00:00:00 2001 From: "agentlab-aidatatools-bot[bot]" <5346573+agentlab-aidatatools-bot[bot]@users.noreply.github.com> Date: Tue, 20 Oct 2026 01:15:18 +0800 Subject: [PATCH 1/2] Daily research 2026-10-19: 23 candidates, low-signal no-publish mission --- data/candidates/2026-10-19.json | 689 +++++++++++++++++++ src/content/missions/2026/10/2026-10-19.json | 285 ++++++++ 2 files changed, 974 insertions(+) create mode 100644 data/candidates/2026-10-19.json create mode 100644 src/content/missions/2026/10/2026-10-19.json diff --git a/data/candidates/2026-10-19.json b/data/candidates/2026-10-19.json new file mode 100644 index 0000000..ff3bfa9 --- /dev/null +++ b/data/candidates/2026-10-19.json @@ -0,0 +1,689 @@ +{ + "date": "2026-10-19", + "timezone": "Asia/Taipei", + "demo": false, + "discoveredBy": "grokbot", + "candidates": [ + { + "id": "c20261019-x-discoveryrsi-27b", + "title": "Gen-Verse DiscoveryRSI-27B: open 27B hypothesis-proposing model and recursive discovery framework", + "type": "research_paper", + "sources": [ + { + "platform": "x", + "url": "https://x.com/abbyxuu/status/2112092344979968137", + "publishedAt": "2026-10-19T08:03:50Z", + "retrievedAt": null + }, + { + "platform": "arxiv", + "url": "https://arxiv.org/abs/2610.23839", + "publishedAt": "2026-10-16T17:56:35Z", + "retrievedAt": "2026-10-20T01:10:50+08:00" + }, + { + "platform": "github", + "url": "https://github.com/Gen-Verse/DiscoveryRSI", + "publishedAt": "2026-10-15T04:31:33Z", + "retrievedAt": "2026-10-20T01:12:34+08:00" + }, + { + "platform": "huggingface", + "url": "https://huggingface.co/Gen-Verse/DiscoveryRSI-27B", + "publishedAt": "2026-10-17T09:32:53Z", + "retrievedAt": "2026-10-20T01:12:34+08:00" + } + ], + "repository": { + "language": "Python", + "stars": 48, + "license": null, + "commit": "8f7214865548bc9b48170aa844e205341d24c4b9" + }, + "scores": { + "breakthrough": 65, + "interestingness": 80, + "technicalDepth": 75, + "reproducibility": 65, + "credibility": 70 + }, + "eligibility": "rejected", + "reason": "Weighted 71.25 < 80 and pre-window. arXiv 2610.23839v1 submitted 2026-10-16; repo created 2026-10-15 (no SPDX license detected, 48 stars); HF weights created 2026-10-17 with no license tag. README headline metric (6.3% actionable-reference rate vs 2.3-5.4% for other models) is self-reported and was not reproduced. In-window X coverage is a third-party article." + }, + { + "id": "c20261019-x-moss-image", + "title": "OpenMOSS MOSS-Image 5B open text-to-image DiT (Apache-2.0) passes 673K downloads", + "type": "technology_news", + "sources": [ + { + "platform": "x", + "url": "https://x.com/MOSS_Global/status/2112154055019803078", + "publishedAt": "2026-10-19T12:09:03Z", + "retrievedAt": null + }, + { + "platform": "arxiv", + "url": "https://arxiv.org/abs/2610.23374", + "publishedAt": "2026-10-16T12:27:37Z", + "retrievedAt": "2026-10-20T01:10:50+08:00" + }, + { + "platform": "github", + "url": "https://github.com/OpenMOSS/MOSS-Image", + "publishedAt": "2026-10-16T01:18:13Z", + "retrievedAt": "2026-10-20T01:12:34+08:00" + }, + { + "platform": "huggingface", + "url": "https://huggingface.co/OpenMOSS-Team/MOSS-Image-SFT", + "publishedAt": "2026-10-11T07:01:17Z", + "retrievedAt": "2026-10-20T01:12:34+08:00" + } + ], + "repository": { + "language": "Python", + "stars": 927, + "license": "Apache-2.0", + "commit": "95559c93ce9f85967de70435deefc1153a1a2fab" + }, + "scores": { + "breakthrough": 60, + "interestingness": 75, + "technicalDepth": 70, + "reproducibility": 80, + "credibility": 80 + }, + "eligibility": "rejected", + "reason": "Weighted 70.75 < 80 and pre-window. Technical report arXiv 2610.23374v1 submitted 2026-10-16, repo created 2026-10-16 (Apache-2.0, 927 stars), HF SFT repo created 2026-10-11. The in-window official post is a download milestone (673K on the Comfy-Org repo, self-reported), not a new release." + }, + { + "id": "c20261019-x-google-envharness", + "title": "Google Research EnvHarness: plug-in layer that reshapes static agent training environments", + "type": "github_project", + "sources": [ + { + "platform": "x", + "url": "https://x.com/BenedictBeauty/status/2112102396830572613", + "publishedAt": "2026-10-19T08:43:47Z", + "retrievedAt": null + }, + { + "platform": "x", + "url": "https://x.com/InfoQ/status/2111174028736208991", + "publishedAt": "2026-10-16T19:14:46Z", + "retrievedAt": null + }, + { + "platform": "arxiv", + "url": "https://arxiv.org/abs/2608.19880", + "publishedAt": "2026-08-20T10:42:06Z", + "retrievedAt": "2026-10-20T01:10:50+08:00" + }, + { + "platform": "github", + "url": "https://github.com/google-research/envharness", + "publishedAt": "2026-08-07T14:59:24Z", + "retrievedAt": "2026-10-20T01:12:34+08:00" + } + ], + "scores": { + "breakthrough": 55, + "interestingness": 70, + "technicalDepth": 70, + "reproducibility": 70, + "credibility": 80 + }, + "eligibility": "rejected", + "reason": "Weighted 66.5 < 80 and pre-window. arXiv 2608.19880 dates from 2026-08-20; repo google-research/envharness (Apache-2.0, 652 stars) created 2026-08-07; InfoQ covered the open-sourcing on 2026-10-16. In-window X post is third-party commentary." + }, + { + "id": "c20261019-gh-cmu-reuf2f", + "title": "cmu-l3/reuF2F: benchmark of 244 open undergraduate-research conjectures formalized in Lean for coding agents", + "type": "github_project", + "sources": [ + { + "platform": "github", + "url": "https://github.com/cmu-l3/reuF2F", + "publishedAt": "2026-10-18T20:53:01Z", + "retrievedAt": "2026-10-20T01:12:34+08:00" + } + ], + "repository": { + "language": "Lean", + "stars": 13, + "license": null, + "commit": "e577757e57f120325201bb90c2cddf33653dfb60" + }, + "scores": { + "breakthrough": 55, + "interestingness": 70, + "technicalDepth": 70, + "reproducibility": 75, + "credibility": 70 + }, + "eligibility": "rejected", + "reason": "Weighted 66.25 < 80. Repo created in window (2026-10-18T20:53Z, 13 stars, license file not SPDX-detected though README says MIT). README read: 244 Lean problems, Docker-based eval, ProbXiv leaderboard. The linked preprint is a PDF on a personal site, not on arXiv; no results were verified this run." + }, + { + "id": "c20261019-gh-sglang-v0-5-22", + "title": "sgl-project/sglang v0.5.22 release (950 PRs, new models, DeepSeek-V4.1 throughput gains, InstantTensor loader)", + "type": "github_project", + "sources": [ + { + "platform": "github", + "url": "https://github.com/sgl-project/sglang/releases/tag/v0.5.22", + "publishedAt": "2026-10-19T02:55:19Z", + "retrievedAt": "2026-10-20T01:11:27+08:00" + } + ], + "repository": { + "language": "Python", + "stars": 37429, + "license": "Apache-2.0", + "commit": "35ce313293052f8362e0829e7512bc9bc3d336c9" + }, + "scores": { + "breakthrough": 45, + "interestingness": 65, + "technicalDepth": 70, + "reproducibility": 85, + "credibility": 90 + }, + "eligibility": "rejected", + "reason": "Weighted 65.5 < 80. Release notes read: 950 PRs from 245 contributors, new LLM/VLM/diffusion models, up to 2.3x DeepSeek-V4.1 throughput per H200 and 10x faster loading via InstantTensor per the PRs. Figures are the project's own benchmarks and were not reproduced. Incremental infrastructure release." + }, + { + "id": "c20261019-x-minimax-m31-flash", + "title": "MiniMax M3.1 Flash announced (formerly \"Space Bunny\"); weights promised for Oct 23", + "type": "technology_news", + "sources": [ + { + "platform": "x", + "url": "https://x.com/MiniMax_AI/status/2112150867868541221", + "publishedAt": "2026-10-19T11:56:23Z", + "retrievedAt": null + }, + { + "platform": "x", + "url": "https://x.com/MiniMax_AI/status/2112111925975032241", + "publishedAt": "2026-10-19T09:21:38Z", + "retrievedAt": null + }, + { + "platform": "x", + "url": "https://x.com/vercel_dev/status/2112181432307294550", + "publishedAt": "2026-10-19T13:57:50Z", + "retrievedAt": null + } + ], + "scores": { + "breakthrough": 60, + "interestingness": 85, + "technicalDepth": 50, + "reproducibility": 35, + "credibility": 75 + }, + "eligibility": "rejected", + "reason": "Weighted 62.0 < 80. Official MiniMax post in window: API model, vendor-reported DeepSWE 74%, Automation-Bench 62%, BabyVision 91%, $0.15/$0.60 per 1M tokens; \"model weights will arrive on Oct 23\". No weights, model card or technical report yet (MiniMaxAI HF org has no new model in window), so nothing reproducible; revisit after weights ship." + }, + { + "id": "c20261019-ax-hexashell", + "title": "HexaShell: thin harness letting VLM coding agents drive a bimanual robot (39.7% on 42 RoboDojo tasks)", + "type": "research_paper", + "sources": [ + { + "platform": "x", + "url": "https://x.com/HuggingPapers/status/2112096949927051581", + "publishedAt": "2026-10-19T08:22:08Z", + "retrievedAt": null + }, + { + "platform": "arxiv", + "url": "https://arxiv.org/abs/2610.23479", + "publishedAt": "2026-10-16T13:56:16Z", + "retrievedAt": "2026-10-20T01:10:50+08:00" + } + ], + "scores": { + "breakthrough": 55, + "interestingness": 70, + "technicalDepth": 65, + "reproducibility": 55, + "credibility": 70 + }, + "eligibility": "rejected", + "reason": "Weighted 62.25. arXiv 2610.23479v1 submitted 2026-10-16 (pre-window preprint, not peer reviewed); only the abstract was read." + }, + { + "id": "c20261019-x-nvidia-kimodo", + "title": "NVIDIA Kimodo controllable human/robot motion diffusion model highlighted on Hugging Face", + "type": "technology_news", + "sources": [ + { + "platform": "x", + "url": "https://x.com/HuggingPapers/status/2111927791742525492", + "publishedAt": "2026-10-18T21:09:57Z", + "retrievedAt": null + }, + { + "platform": "arxiv", + "url": "https://arxiv.org/abs/2603.15546", + "publishedAt": "2026-03-16T17:09:30Z", + "retrievedAt": "2026-10-20T01:10:50+08:00" + }, + { + "platform": "github", + "url": "https://github.com/nv-tlabs/kimodo", + "publishedAt": "2026-03-16T20:19:30Z", + "retrievedAt": "2026-10-20T01:12:34+08:00" + } + ], + "scores": { + "breakthrough": 45, + "interestingness": 65, + "technicalDepth": 70, + "reproducibility": 70, + "credibility": 80 + }, + "eligibility": "rejected", + "reason": "Weighted 62.25. Not new: arXiv 2603.15546 (March 2026), repo nv-tlabs/kimodo created 2026-03-16 (Apache-2.0, 3,822 stars); latest nvidia Kimodo HF checkpoints dated 2026-10-13. The in-window post is re-coverage." + }, + { + "id": "c20261019-x-decision-model-agent-states", + "title": "Princeton + Google paper: 4B decision model trained on agent states solves 91.5% of agent tasks (per X summary)", + "type": "research_paper", + "sources": [ + { + "platform": "x", + "url": "https://x.com/rohanpaul_ai/status/2112107486098473471", + "publishedAt": "2026-10-19T09:04:00Z", + "retrievedAt": null + } + ], + "scores": { + "breakthrough": 60, + "interestingness": 70, + "technicalDepth": 65, + "reproducibility": 50, + "credibility": 50 + }, + "eligibility": "pending_verification", + "reason": "Weighted 61.0. Only a third-party X summary was read; the paper title/arXiv ID was not resolved this run, so claims (69.5% vs 91.5%) are unverified." + }, + { + "id": "c20261019-gh-mcp-servers-v2", + "title": "modelcontextprotocol/servers v2.0.0: reference MCP servers refactored to the modern-era spec", + "type": "github_project", + "sources": [ + { + "platform": "github", + "url": "https://github.com/modelcontextprotocol/servers/releases/tag/v2.0.0", + "publishedAt": "2026-10-19T06:46:48Z", + "retrievedAt": "2026-10-20T01:11:27+08:00" + } + ], + "repository": { + "language": "TypeScript", + "stars": 91379, + "license": null, + "commit": "51b6382a3e827aceb6bce430b1208d69b93d95ea" + }, + "scores": { + "breakthrough": 40, + "interestingness": 65, + "technicalDepth": 55, + "reproducibility": 85, + "credibility": 90 + }, + "eligibility": "rejected", + "reason": "Weighted 61.0. Release notes read: all reference servers migrated to TS SDK v2 and the modern-era spec while still answering legacy clients; npm 2.0.0 and PyPI 2026.10.19 packages. Important for MCP developers but a maintenance/compatibility release." + }, + { + "id": "c20261019-ax-bizbench", + "title": "Ant Group BizBench: long-horizon agent benchmark on real payments workflows", + "type": "research_paper", + "sources": [ + { + "platform": "x", + "url": "https://x.com/HuggingPapers/status/2112155933845442753", + "publishedAt": "2026-10-19T12:16:31Z", + "retrievedAt": null + }, + { + "platform": "arxiv", + "url": "https://arxiv.org/abs/2610.20424", + "publishedAt": "2026-10-14T16:16:51Z", + "retrievedAt": "2026-10-20T01:10:50+08:00" + } + ], + "scores": { + "breakthrough": 45, + "interestingness": 65, + "technicalDepth": 65, + "reproducibility": 65, + "credibility": 75 + }, + "eligibility": "rejected", + "reason": "Weighted 60.0. arXiv 2610.20424v1 submitted 2026-10-14 (pre-window preprint); abstract read only." + }, + { + "id": "c20261019-ax-carryon", + "title": "Pack Light, CarryOn: object-oriented context runtime for long-horizon agents (+5.8 on OSWorld 2.0, -52% tokens per X)", + "type": "research_paper", + "sources": [ + { + "platform": "x", + "url": "https://x.com/HuggingPapers/status/2112034137708085614", + "publishedAt": "2026-10-19T04:12:32Z", + "retrievedAt": null + }, + { + "platform": "arxiv", + "url": "https://arxiv.org/abs/2610.18784", + "publishedAt": "2026-10-13T17:35:27Z", + "retrievedAt": "2026-10-20T01:10:50+08:00" + } + ], + "scores": { + "breakthrough": 50, + "interestingness": 65, + "technicalDepth": 65, + "reproducibility": 55, + "credibility": 70 + }, + "eligibility": "rejected", + "reason": "Weighted 59.5. arXiv 2610.18784 v1 2026-10-13, v2 2026-10-14 (pre-window); OSWorld figures not checked against the paper body." + }, + { + "id": "c20261019-ax-data-world", + "title": "Data World: multi-agent engine synthesizing data-analysis environments for RL (+20.9 on DABstep-Hard per X)", + "type": "research_paper", + "sources": [ + { + "platform": "x", + "url": "https://x.com/omarsar0/status/2111936617699332566", + "publishedAt": "2026-10-18T21:45:02Z", + "retrievedAt": null + }, + { + "platform": "arxiv", + "url": "https://arxiv.org/abs/2610.21656", + "publishedAt": "2026-10-15T10:35:47Z", + "retrievedAt": "2026-10-20T01:10:50+08:00" + } + ], + "scores": { + "breakthrough": 50, + "interestingness": 60, + "technicalDepth": 70, + "reproducibility": 55, + "credibility": 70 + }, + "eligibility": "rejected", + "reason": "Weighted 59.25. arXiv 2610.21656v1 submitted 2026-10-15 (pre-window); abstract read only." + }, + { + "id": "c20261019-ax-memorilla", + "title": "Memorilla: latent semantic memory tokens for frozen LLMs (16 tokens beat full context on FactKG per X)", + "type": "research_paper", + "sources": [ + { + "platform": "x", + "url": "https://x.com/omarsar0/status/2111879742454665582", + "publishedAt": "2026-10-18T17:59:02Z", + "retrievedAt": null + }, + { + "platform": "arxiv", + "url": "https://arxiv.org/abs/2610.21375", + "publishedAt": "2026-10-15T06:55:55Z", + "retrievedAt": "2026-10-20T01:10:50+08:00" + } + ], + "scores": { + "breakthrough": 50, + "interestingness": 65, + "technicalDepth": 65, + "reproducibility": 50, + "credibility": 70 + }, + "eligibility": "rejected", + "reason": "Weighted 58.75. arXiv 2610.21375v1 submitted 2026-10-15 (pre-window); abstract read only." + }, + { + "id": "c20261019-x-nace-drex-max", + "title": "Nace AI Drex Max: multimodal decision model for computer-use agents (API)", + "type": "technology_news", + "sources": [ + { + "platform": "x", + "url": "https://x.com/NaceAI/status/2112175183448461683", + "publishedAt": "2026-10-19T13:33:00Z", + "retrievedAt": null + }, + { + "platform": "official", + "url": "https://www.nace.ai/drex", + "publishedAt": null, + "retrievedAt": "2026-10-20T01:11:27+08:00" + } + ], + "scores": { + "breakthrough": 50, + "interestingness": 70, + "technicalDepth": 45, + "reproducibility": 30, + "credibility": 65 + }, + "eligibility": "rejected", + "reason": "Weighted 52.5. Launch in window, but Drex Max is API-only; the vendor page reports Decision Index 67.59 (+6.9 over Jev 1.14) and 174 ms per screenshot decision, all self-reported. Open weights exist only for the older Drex 2.0 (HF nace-ai/drex-v2.0-Q8_0, created 2026-10-13, license \"other\")." + }, + { + "id": "c20261019-x-cohere-agent-teams", + "title": "Cohere paper: coding-agent teams gain most when extra agents only research and plan (per X summary)", + "type": "research_paper", + "sources": [ + { + "platform": "x", + "url": "https://x.com/rohanpaul_ai/status/2112048784457060471", + "publishedAt": "2026-10-19T05:10:44Z", + "retrievedAt": null + } + ], + "scores": { + "breakthrough": 45, + "interestingness": 60, + "technicalDepth": 60, + "reproducibility": 45, + "credibility": 50 + }, + "eligibility": "pending_verification", + "reason": "Weighted 52.25. Third-party X summary only; paper not located this run." + }, + { + "id": "c20261019-gh-openhands-v1-28-0", + "title": "OpenHands v1.28.0 release (in-chat secret requests, verify-openhands known-bug contract)", + "type": "github_project", + "sources": [ + { + "platform": "github", + "url": "https://github.com/OpenHands/OpenHands/releases/tag/v1.28.0", + "publishedAt": "2026-10-19T14:29:10Z", + "retrievedAt": "2026-10-20T01:11:27+08:00" + } + ], + "repository": { + "language": "TypeScript", + "stars": 91285, + "license": "MIT", + "commit": "f3caa2778553662c22715bfb52b5eb6edf975d5b" + }, + "scores": { + "breakthrough": 30, + "interestingness": 50, + "technicalDepth": 45, + "reproducibility": 80, + "credibility": 85 + }, + "eligibility": "rejected", + "reason": "Weighted 51.0. Release notes read: product features and fixes; incremental." + }, + { + "id": "c20261019-gh-whatsapp-mcp", + "title": "finereli/whatsapp-mcp: read-only WhatsApp MCP server on Cloudflare Workers", + "type": "github_project", + "sources": [ + { + "platform": "github", + "url": "https://github.com/finereli/whatsapp-mcp", + "publishedAt": "2026-10-18T21:01:54Z", + "retrievedAt": "2026-10-20T01:12:34+08:00" + } + ], + "repository": { + "language": "TypeScript", + "stars": 268, + "license": "MIT", + "commit": "64f1b3017931e4f6fe33eec4f95999a10f839b99" + }, + "scores": { + "breakthrough": 25, + "interestingness": 65, + "technicalDepth": 40, + "reproducibility": 75, + "credibility": 55 + }, + "eligibility": "rejected", + "reason": "Weighted 48.5. Top-starred AI repo created in window (268 stars, MIT), but a small integration with privacy implications; code not audited." + }, + { + "id": "c20261019-gh-researchboost-agent", + "title": "AI4AI-for-Anything/ResearchBoost-Agent: agent that profiles and optimizes AI training code", + "type": "github_project", + "sources": [ + { + "platform": "github", + "url": "https://github.com/AI4AI-for-Anything/ResearchBoost-Agent", + "publishedAt": "2026-10-18T18:50:51Z", + "retrievedAt": "2026-10-20T01:12:34+08:00" + } + ], + "repository": { + "language": "Python", + "stars": 39, + "license": null, + "commit": "70f665bdb15e8e8e62822e29e235d291e2365324" + }, + "scores": { + "breakthrough": 40, + "interestingness": 55, + "technicalDepth": 50, + "reproducibility": 40, + "credibility": 45 + }, + "eligibility": "rejected", + "reason": "Weighted 46.25. Created in window (39 stars) with no license and no paper or benchmark evidence located." + }, + { + "id": "c20261019-gh-tidelm", + "title": "raspy135/tideLM: LLM engine with adaptive expert loading", + "type": "github_project", + "sources": [ + { + "platform": "github", + "url": "https://github.com/raspy135/tideLM", + "publishedAt": "2026-10-19T07:16:45Z", + "retrievedAt": "2026-10-20T01:12:34+08:00" + } + ], + "repository": { + "language": "Python", + "stars": 13, + "license": "MIT", + "commit": "9c22cf9ce0a7825e2eaf3cd204df52db8f1cc2b7" + }, + "scores": { + "breakthrough": 35, + "interestingness": 50, + "technicalDepth": 50, + "reproducibility": 55, + "credibility": 40 + }, + "eligibility": "rejected", + "reason": "Weighted 45.25. New in window (13 stars, MIT); early project without independent benchmarks." + }, + { + "id": "c20261019-hf-hy-memory-gguf", + "title": "tencent/Hy-Memory-30B-A3B-GGUF quantized weights", + "type": "technology_news", + "sources": [ + { + "platform": "huggingface", + "url": "https://huggingface.co/tencent/Hy-Memory-30B-A3B-GGUF", + "publishedAt": "2026-10-19T07:52:21Z", + "retrievedAt": "2026-10-20T01:07:30+08:00" + } + ], + "scores": { + "breakthrough": 20, + "interestingness": 40, + "technicalDepth": 30, + "reproducibility": 80, + "credibility": 85 + }, + "eligibility": "rejected", + "reason": "Weighted 42.5. Official GGUF follow-up (Apache-2.0) to Hy-Memory-30B-A3B, already covered by article-20261016-001; not a new discovery." + }, + { + "id": "c20261019-x-anthropic-public-benefit-fund", + "title": "Anthropic commits 5% of shares to a new Anthropic Public Benefit Fund", + "type": "technology_news", + "sources": [ + { + "platform": "x", + "url": "https://x.com/AnthropicAI/status/2111881963657412903", + "publishedAt": "2026-10-18T18:07:51Z", + "retrievedAt": null + } + ], + "scores": { + "breakthrough": 20, + "interestingness": 70, + "technicalDepth": 10, + "reproducibility": 0, + "credibility": 90 + }, + "eligibility": "rejected", + "reason": "Weighted 34.5. Official post in window, but corporate governance news with no technical artifact; out of scope for AgentLab discoveries." + }, + { + "id": "c20261019-gh-claude-code-v2-1-303", + "title": "anthropics/claude-code v2.1.303 release", + "type": "github_project", + "sources": [ + { + "platform": "github", + "url": "https://github.com/anthropics/claude-code/releases/tag/v2.1.303", + "publishedAt": "2026-10-18T22:26:54Z", + "retrievedAt": "2026-10-20T01:11:27+08:00" + } + ], + "repository": { + "language": "TypeScript", + "stars": 152484, + "license": null, + "commit": "ef7bfdca55d906929fe6b782025b93758c325074" + }, + "scores": { + "breakthrough": 10, + "interestingness": 30, + "technicalDepth": 10, + "reproducibility": 40, + "credibility": 90 + }, + "eligibility": "rejected", + "reason": "Weighted 27.5. Release notes say only \"Bug fixes and reliability improvements\"." + } + ], + "selectedCandidateId": null +} diff --git a/src/content/missions/2026/10/2026-10-19.json b/src/content/missions/2026/10/2026-10-19.json new file mode 100644 index 0000000..551bcb8 --- /dev/null +++ b/src/content/missions/2026/10/2026-10-19.json @@ -0,0 +1,285 @@ +{ + "schemaVersion": "1.0", + "missionId": "mission-20261019-001", + "date": "2026-10-19", + "timezone": "Asia/Taipei", + "status": "awaiting_review", + "objective": { + "goal": "Discover, score, verify and propose one outstanding AI/agent discovery for 2026-10-19 (Asia/Taipei), or document a no-publish decision.", + "sources": [ + "x", + "github", + "arxiv" + ], + "deliverables": [ + "Verified candidate batch", + "No-publish decision (low-signal day)", + "Mission record", + "Pull request" + ] + }, + "agent": { + "id": "grokbot", + "framework": "Grok Bot (AgentLab-bot on minim4.home)", + "model": "grok-bot", + "runId": "routine-9a1f041e-20261020T0105-minim4-daily-2026-10-19" + }, + "selection": { + "candidatesEvaluated": 23, + "selectedCandidateId": null, + "selectionScore": null, + "rankingArtifact": "data/candidates/2026-10-19.json" + }, + "skillsUsed": [ + { + "skill": "x-research", + "version": "1.0.0", + "status": "success", + "executionId": "exec-x-20261019-001" + }, + { + "skill": "github-discovery", + "version": "1.0.0", + "status": "success", + "executionId": "exec-gh-20261019-001" + }, + { + "skill": "arxiv-research", + "version": "1.0.0", + "status": "success", + "executionId": "exec-ax-20261019-001" + }, + { + "skill": "fact-check", + "version": "1.0.0", + "status": "success", + "executionId": "exec-fc-20261019-001" + }, + { + "skill": "article-writing", + "version": "1.0.0", + "status": "skipped", + "executionId": null + }, + { + "skill": "image-curation", + "version": "1.0.0", + "status": "skipped", + "executionId": null + }, + { + "skill": "site-publishing", + "version": "1.0.0", + "status": "planned", + "executionId": "exec-sp-20261019-001" + } + ], + "timeline": [ + { + "id": "t1", + "action": "git checkout main, pull --ff-only (already up to date), create branch daily/2026-10-19", + "tool": "git", + "status": "success", + "startedAt": null, + "finishedAt": "2026-10-20T01:06:52+08:00", + "evidenceIds": [ + "ev-git-branch" + ] + }, + { + "id": "t2", + "action": "GitHub search: repos created in window (stars>=5, 408 total, spam-heavy) plus 9 AI-focused queries; releases of 26 tracked agent/LLM repos; Hugging Face API scan of 26 lab orgs. First arXiv call in this step silently failed (HTTP 301 to HTTPS, empty file).", + "tool": "gh+curl", + "status": "success", + "startedAt": "2026-10-20T01:06:52+08:00", + "finishedAt": "2026-10-20T01:07:30+08:00", + "evidenceIds": [ + "ev-gh-new", + "ev-gh-releases", + "ev-hf" + ] + }, + { + "id": "t3", + "action": "Public X reads: 8x search_posts_all, 1x search_news, 1x get_posts_by_ids (official labs, open-weights keywords, paper/repo links, aggregators, MiniMax, Nace, DiscoveryRSI, EnvHarness, Kimodo)", + "tool": "x.search_posts_all+x.search_news+x.get_posts_by_ids", + "status": "success", + "startedAt": null, + "finishedAt": null, + "evidenceIds": [ + "ev-x-search" + ] + }, + { + "id": "t4", + "action": "arXiv API over HTTPS (cs.AI/LG/CL/MA/RO, submittedDate 202610181600-202610191600): totalResults 0, newest cs.AI submission 2026-10-16 (weekend/Monday submissions not yet announced); 13 title lookups for X-discussed papers", + "tool": "curl", + "status": "success", + "startedAt": "2026-10-20T01:08:45+08:00", + "finishedAt": "2026-10-20T01:10:50+08:00", + "evidenceIds": [ + "ev-arxiv-xml", + "ev-verify" + ] + }, + { + "id": "t5", + "action": "Verify: GitHub repo metadata and HEAD/tag SHAs, release notes (sglang v0.5.22, MCP servers v2.0.0, OpenHands v1.28.0, claude-code v2.1.303), reuF2F and DiscoveryRSI READMEs, HF createdAt, nace.ai/drex vendor page, MiniMax official X posts; dedup against prior candidate files", + "tool": "gh+curl", + "status": "success", + "startedAt": "2026-10-20T01:11:12+08:00", + "finishedAt": "2026-10-20T01:12:34+08:00", + "evidenceIds": [ + "ev-verify", + "ev-dedup" + ] + }, + { + "id": "t6", + "action": "Write candidates JSON (23), rank with rank_candidates.py (no candidate eligible >= 80), scaffold mission with create_mission.py; no article written", + "tool": "python", + "status": "success", + "startedAt": "2026-10-20T01:13:40+08:00", + "finishedAt": "2026-10-20T01:13:40+08:00", + "evidenceIds": [ + "ev-ranking" + ] + }, + { + "id": "t7", + "action": "Run validate_content, unittest, astro check, astro build", + "tool": "python+npm", + "status": "success", + "startedAt": "2026-10-20T01:14:58+08:00", + "finishedAt": "2026-10-20T01:15:00+08:00", + "evidenceIds": [ + "ev-validate", + "ev-unittest", + "ev-astro-check", + "ev-astro-build" + ] + } + ], + "tests": [ + { + "name": "python scripts/validate_content.py", + "status": "passed", + "artifact": ".reports/2026-10-19/validate.log" + }, + { + "name": "python -m unittest discover -s tests -v", + "status": "passed", + "artifact": ".reports/2026-10-19/unittest.log" + }, + { + "name": "npm run check", + "status": "passed", + "artifact": ".reports/2026-10-19/astro-check.log" + }, + { + "name": "npm run build", + "status": "passed", + "artifact": ".reports/2026-10-19/astro-build.log" + } + ], + "evidence": [ + { + "id": "ev-git-branch", + "type": "git", + "ref": "branch daily/2026-10-19 from origin/main@40edad6" + }, + { + "id": "ev-arxiv-xml", + "type": "http_response", + "ref": ".reports/2026-10-19/arxiv.xml (opensearch totalResults 0 for window, HTTPS) and arxiv_latest.xml (newest cs.AI entries submitted 2026-10-16)" + }, + { + "id": "ev-gh-new", + "type": "http_response", + "ref": ".reports/2026-10-19/gh_new_repos.json (408 repos with >=5 stars created in window, dominated by game-cheat and Windows-utility spam) and gh_ai_repos.tsv (AI-focused queries)" + }, + { + "id": "ev-gh-releases", + "type": "http_response", + "ref": ".reports/2026-10-19/gh_releases_window.txt (18 releases in window across 26 tracked repos)" + }, + { + "id": "ev-hf", + "type": "http_response", + "ref": ".reports/2026-10-19/hf_orgs.txt (1 new model from 26 tracked orgs in window: tencent/Hy-Memory-30B-A3B-GGUF)" + }, + { + "id": "ev-x-search", + "type": "api_response", + "ref": ".reports/2026-10-19/x_search_summary.json (10 public X reads; official in-window posts found from MiniMax, Anthropic, NVIDIA AI, Nace AI)" + }, + { + "id": "ev-verify", + "type": "http_response", + "ref": ".reports/2026-10-19/verify1.txt (arXiv title lookups), gh_verify.txt and gh_verify2.txt (repo metadata, HEAD/tag SHAs, release notes, HF createdAt, vendor page)" + }, + { + "id": "ev-dedup", + "type": "local_command", + "ref": "grep over data/candidates/2026-10-16..18.json: Muse Spark Open, DeepSeek-V4.1-Flash-1017, Reflection Beam, Harness2, FLUX 3 Klein, Nemotron 3.5 Super VL, Hy-Memory already evaluated" + }, + { + "id": "ev-ranking", + "type": "local_command", + "ref": ".reports/2026-10-19/ranking.json (rank_candidates.py: proposedCandidateId null, publicationAllowed false; top c20261019-x-discoveryrsi-27b 71.25, c20261019-x-moss-image 70.75, c20261019-x-google-envharness 66.5)" + }, + { + "id": "ev-validate", + "type": "local_command", + "ref": "python scripts/validate_content.py: passed (Content OK: 3 article(s), 5 mission(s), 2 agent(s), 95 candidate(s).) @ 2026-10-20T01:14:58+08:00" + }, + { + "id": "ev-unittest", + "type": "local_command", + "ref": "python -m unittest discover -s tests -v: passed (OK) @ 2026-10-20T01:14:58+08:00" + }, + { + "id": "ev-astro-check", + "type": "local_command", + "ref": "npm run check: passed (- 0 warnings) @ 2026-10-20T01:15:00+08:00" + }, + { + "id": "ev-astro-build", + "type": "local_command", + "ref": "npm run build: passed (01:15:00 [build] Complete!) @ 2026-10-20T01:15:00+08:00" + } + ], + "outcome": { + "articleId": null, + "githubCommit": null, + "githubPullRequest": null, + "deploymentUrl": null, + "publicationStatus": "not_published" + }, + "metrics": { + "durationSeconds": 559.0, + "tokens": null, + "estimatedCostUsd": null, + "humanInterventions": 0 + }, + "retrospective": { + "successes": [ + "X, GitHub, Hugging Face and arXiv APIs all responded; 23 deduplicated candidates scored with explicit reasons.", + "Low-signal day handled honestly: top score 71.25 (DiscoveryRSI, pre-window), so no article was written and no breakthrough was invented." + ], + "failures": [ + "arXiv returned 0 submissions for the window (Sunday/Monday submissions not yet announced), so no paper candidates came from arXiv directly.", + "The arXiv endpoint now redirects HTTP to HTTPS; the first call silently produced an empty file and had to be repeated over HTTPS.", + "The biggest in-window launches (MiniMax M3.1 Flash, Nace Drex Max) are API-only with vendor-reported benchmarks, so they could not be independently verified.", + "Two X-sourced paper summaries (Princeton+Google decision model, Cohere agent teams) stay pending_verification because the papers were not located." + ], + "lessonsLearned": [ + "Most in-window X paper chatter (DiscoveryRSI, MOSS-Image, HexaShell, BizBench, CarryOn, Data World, Memorilla) concerned arXiv preprints from 2026-10-13..16; checking arXiv/repo/HF dates prevents re-reporting.", + "Use https://export.arxiv.org with curl -gL for arXiv queries." + ], + "nextActions": [ + "Reviewer chuangtc reviews the candidate file and mission on DEV, then approves and merges (no article in this PR).", + "Re-check MiniMax M3.1 Flash after the promised 2026-10-23 weights release." + ] + } +} From 31f042051d0c92b0d7876fca9e75edfc8f2fe1c9 Mon Sep 17 00:00:00 2001 From: "agentlab-aidatatools-bot[bot]" <5346573+agentlab-aidatatools-bot[bot]@users.noreply.github.com> Date: Tue, 20 Oct 2026 01:15:24 +0800 Subject: [PATCH 2/2] Record commit SHA and PR URL in 2026-10-19 mission outcome --- src/content/missions/2026/10/2026-10-19.json | 22 +++++++++++++++++--- 1 file changed, 19 insertions(+), 3 deletions(-) diff --git a/src/content/missions/2026/10/2026-10-19.json b/src/content/missions/2026/10/2026-10-19.json index 551bcb8..0af5fa4 100644 --- a/src/content/missions/2026/10/2026-10-19.json +++ b/src/content/missions/2026/10/2026-10-19.json @@ -70,7 +70,7 @@ { "skill": "site-publishing", "version": "1.0.0", - "status": "planned", + "status": "success", "executionId": "exec-sp-20261019-001" } ], @@ -158,6 +158,17 @@ "ev-astro-check", "ev-astro-build" ] + }, + { + "id": "t8", + "action": "Commit as agentlab-aidatatools-bot[bot], push daily/2026-10-19, open PR to main and request review from chuangtc", + "tool": "git+gh (GitHub App installation token)", + "status": "success", + "startedAt": "2026-10-20T01:15:18+08:00", + "finishedAt": "2026-10-20T01:15:24+08:00", + "evidenceIds": [ + "ev-pr" + ] } ], "tests": [ @@ -247,12 +258,17 @@ "id": "ev-astro-build", "type": "local_command", "ref": "npm run build: passed (01:15:00 [build] Complete!) @ 2026-10-20T01:15:00+08:00" + }, + { + "id": "ev-pr", + "type": "github", + "ref": "https://github.com/aidatatools/agentlab/pull/8" } ], "outcome": { "articleId": null, - "githubCommit": null, - "githubPullRequest": null, + "githubCommit": "6d4921ad75cb329c5880f2a4c0dc8a5095cdaaf9", + "githubPullRequest": "https://github.com/aidatatools/agentlab/pull/8", "deploymentUrl": null, "publicationStatus": "not_published" },