diff --git a/data/candidates/2026-10-18.json b/data/candidates/2026-10-18.json new file mode 100644 index 0000000..f628e52 --- /dev/null +++ b/data/candidates/2026-10-18.json @@ -0,0 +1,599 @@ +{ + "date": "2026-10-18", + "timezone": "Asia/Taipei", + "demo": false, + "discoveredBy": "grokbot", + "candidates": [ + { + "id": "c20261018-gh-vllm-v0-32-0", + "title": "vllm-project/vllm v0.32.0 release (814 commits, NVFP4 KV cache, Model Runner V2, security fixes)", + "type": "github_project", + "sources": [ + { + "platform": "github", + "url": "https://github.com/vllm-project/vllm/releases/tag/v0.32.0", + "publishedAt": "2026-10-18T06:50:48Z", + "retrievedAt": "2026-10-19T01:02:37+08:00" + } + ], + "repository": { + "language": "Python", + "stars": 94066, + "license": "Apache-2.0", + "commit": "5df63a7203cdb9328d824a27b682e77c7b9928be" + }, + "scores": { + "breakthrough": 45, + "interestingness": 70, + "technicalDepth": 75, + "reproducibility": 85, + "credibility": 90 + }, + "eligibility": "rejected", + "reason": "Weighted 67.75 < 80. Release notes read: 814 commits from 363 contributors; NVFP4 KV cache on more GPU generations, Model Runner V2 features, /v1/systemone structured-decision endpoint, three GHSA security fixes, Python 3.10 dropped. Throughput figures are from the PRs' own benchmarks and were not reproduced. Substantial but incremental infrastructure release." + }, + { + "id": "c20261018-x-google-harness2", + "title": "Google Research Harness2 (Harness^2): recursive test-time harness optimization for agents, open source", + "type": "technology_news", + "sources": [ + { + "platform": "x", + "url": "https://x.com/aigclink/status/2111789021290430767", + "publishedAt": "2026-10-18T11:58:32Z", + "retrievedAt": null + }, + { + "platform": "x", + "url": "https://x.com/che_shr_cat/status/2111760115317502450", + "publishedAt": "2026-10-18T10:03:40Z", + "retrievedAt": null + }, + { + "platform": "github", + "url": "https://github.com/google-research/harness2", + "publishedAt": "2026-10-06T21:48:11Z", + "retrievedAt": "2026-10-19T01:05:13+08:00" + }, + { + "platform": "arxiv", + "url": "https://arxiv.org/abs/2610.14224", + "publishedAt": "2026-10-09T18:34:25Z", + "retrievedAt": "2026-10-19T01:04:15+08:00" + } + ], + "repository": { + "language": "Python", + "stars": 4717, + "license": "Apache-2.0", + "commit": "1cfe254e8d25b15f37048c3730134686abe60335" + }, + "scores": { + "breakthrough": 70, + "interestingness": 85, + "technicalDepth": 80, + "reproducibility": 80, + "credibility": 85 + }, + "eligibility": "rejected", + "reason": "Weighted 78.75 < 80 and pre-window. Repo google-research/harness2 (Apache-2.0, 4,717 stars) created 2026-10-06, last push 2026-10-14; arXiv 2610.14224v1 submitted 2026-10-09. The 2026-10-18 X wave is third-party coverage of an earlier release; no official Google post found in window. Paper not read in full this run." + }, + { + "id": "c20261018-x-perplexity-space", + "title": "Perplexity open-sources SPACE agent sandbox platform (highlighted by NVIDIA AI)", + "type": "github_project", + "sources": [ + { + "platform": "x", + "url": "https://x.com/NVIDIAAI/status/2111488462264410553", + "publishedAt": "2026-10-17T16:04:13Z", + "retrievedAt": null + }, + { + "platform": "x", + "url": "https://x.com/perplexity_ai/status/2110778478312481167", + "publishedAt": null, + "retrievedAt": null + }, + { + "platform": "github", + "url": "https://github.com/perplexityai/SPACE", + "publishedAt": "2026-10-01T18:43:46Z", + "retrievedAt": "2026-10-19T01:05:13+08:00" + } + ], + "repository": { + "language": "Rust", + "stars": 1510, + "license": "Apache-2.0", + "commit": "57c7c0c47a73373a974c5b542d180599795465da" + }, + "scores": { + "breakthrough": 50, + "interestingness": 70, + "technicalDepth": 60, + "reproducibility": 75, + "credibility": 80 + }, + "eligibility": "rejected", + "reason": "Weighted 63.75. NVIDIA post is in window but quotes an earlier Perplexity announcement; repo created 2026-10-01 (Apache-2.0, Rust, 1,510 stars): pre-window release; code not audited." + }, + { + "id": "c20261018-x-flux3-image-klein", + "title": "Black Forest Labs FLUX 3 Image Klein (5.6B) open weights", + "type": "technology_news", + "sources": [ + { + "platform": "x", + "url": "https://x.com/conradlotz/status/2111515348503535762", + "publishedAt": "2026-10-17T17:51:03Z", + "retrievedAt": null + }, + { + "platform": "huggingface", + "url": "https://huggingface.co/black-forest-labs/flux-3-image-klein", + "publishedAt": "2026-10-13T10:58:40Z", + "retrievedAt": "2026-10-19T01:04:15+08:00" + } + ], + "scores": { + "breakthrough": 55, + "interestingness": 75, + "technicalDepth": 60, + "reproducibility": 75, + "credibility": 85 + }, + "eligibility": "rejected", + "reason": "Weighted 67.0. HF repo created 2026-10-13, last modified 2026-10-16; partner launch posts dated 2026-10-15: pre-window. License tag is \"other\" (commercial conditions per secondary posts, not read this run)." + }, + { + "id": "c20261018-x-jais-3", + "title": "MBZUAI / Inception Jais 3 open Arabic model family (900M to 375B) discussed on X", + "type": "technology_news", + "sources": [ + { + "platform": "x", + "url": "https://x.com/avynsrc/status/2111718690790023502", + "publishedAt": "2026-10-18T07:19:04Z", + "retrievedAt": null + }, + { + "platform": "huggingface", + "url": "https://huggingface.co/mradermacher/Jais-3-7B-GGUF", + "publishedAt": "2026-10-16T06:22:42Z", + "retrievedAt": "2026-10-19T01:04:15+08:00" + } + ], + "scores": { + "breakthrough": 55, + "interestingness": 70, + "technicalDepth": 55, + "reproducibility": 70, + "credibility": 60 + }, + "eligibility": "rejected", + "reason": "Weighted 61.5. Third-party X post only; community GGUF quantizations already existed on 2026-10-16, so the release predates the window; official model repo and announcement not located this run." + }, + { + "id": "c20261018-x-anthropic-expectations-gap", + "title": "Anthropic research report on the \"AI Expectations Gap\" (staff vs public expectations of AI by 2030)", + "type": "technology_news", + "sources": [ + { + "platform": "x", + "url": "https://x.com/rohanpaul_ai/status/2111698696337514705", + "publishedAt": "2026-10-18T05:59:37Z", + "retrievedAt": null + }, + { + "platform": "x", + "url": "https://x.com/TraffAlex/status/2111834768136401145", + "publishedAt": "2026-10-18T15:00:19Z", + "retrievedAt": null + } + ], + "scores": { + "breakthrough": 35, + "interestingness": 80, + "technicalDepth": 40, + "reproducibility": 30, + "credibility": 60 + }, + "eligibility": "pending_verification", + "reason": "Weighted 49.0. Survey/report story; primary Anthropic report and its publication date not retrieved this run; no official @AnthropicAI post found in window (search returned 0 posts from major lab accounts)." + }, + { + "id": "c20261018-x-meta-agents-learn-experience", + "title": "Meta paper: frontier agents differ widely in how they learn from experience (via @rohanpaul_ai)", + "type": "research_paper", + "sources": [ + { + "platform": "x", + "url": "https://x.com/rohanpaul_ai/status/2111690655655162337", + "publishedAt": "2026-10-18T05:27:40Z", + "retrievedAt": null + } + ], + "scores": { + "breakthrough": 55, + "interestingness": 70, + "technicalDepth": 65, + "reproducibility": 50, + "credibility": 55 + }, + "eligibility": "pending_verification", + "reason": "Weighted 60.0. arXiv ID not resolved; title search found candidate papers but none confirmed as this Meta work; abstract not read." + }, + { + "id": "c20261018-x-salesforce-8b-idea-generation", + "title": "Salesforce et al. train an 8B reasoning model to write multiple diverse research ideas in one generation (via @omarsar0)", + "type": "research_paper", + "sources": [ + { + "platform": "x", + "url": "https://x.com/omarsar0/status/2111579013072433395", + "publishedAt": "2026-10-17T22:04:02Z", + "retrievedAt": null + } + ], + "scores": { + "breakthrough": 50, + "interestingness": 60, + "technicalDepth": 60, + "reproducibility": 50, + "credibility": 55 + }, + "eligibility": "pending_verification", + "reason": "Weighted 55.0. arXiv ID not resolved this run; abstract not read." + }, + { + "id": "c20261018-x-jev-agent-harness", + "title": "JevAgentHarness: routing routine agent steps to small decision models (UIUC, Princeton, Google)", + "type": "research_paper", + "sources": [ + { + "platform": "x", + "url": "https://x.com/DevJournaI/status/2111632621981540385", + "publishedAt": "2026-10-18T01:37:03Z", + "retrievedAt": null + }, + { + "platform": "x", + "url": "https://x.com/omarsar0/status/2111496448013725697", + "publishedAt": "2026-10-17T16:35:57Z", + "retrievedAt": null + } + ], + "scores": { + "breakthrough": 50, + "interestingness": 60, + "technicalDepth": 60, + "reproducibility": 50, + "credibility": 50 + }, + "eligibility": "pending_verification", + "reason": "Weighted 54.5. Paper link not resolved to an arXiv ID this run; secondary summaries only." + }, + { + "id": "c20261018-x-jah-7", + "title": "RMDWLLC Jah 7.0 small open model (MIT) announced on X", + "type": "technology_news", + "sources": [ + { + "platform": "x", + "url": "https://x.com/richardbechols/status/2111522885734936789", + "publishedAt": "2026-10-17T18:21:00Z", + "retrievedAt": null + }, + { + "platform": "huggingface", + "url": "https://huggingface.co/RMDWLLC/Jah-7.0", + "publishedAt": "2026-10-17T15:25:36Z", + "retrievedAt": "2026-10-19T01:04:15+08:00" + } + ], + "repository": { + "language": null, + "stars": null, + "license": "MIT", + "commit": "f2b688d195e01767d9272f132cf6f18de443a61b (HF repo sha)" + }, + "scores": { + "breakthrough": 30, + "interestingness": 40, + "technicalDepth": 30, + "reproducibility": 50, + "credibility": 25 + }, + "eligibility": "rejected", + "reason": "Weighted 35.0. HF repo created 2026-10-17T15:25Z (just before window), 0 likes; self-reported capabilities only; low credibility." + }, + { + "id": "c20261018-gh-huashu-motion", + "title": "alchaincyf/huashu-motion: agent skill that produces launch videos with music and point-to-edit", + "type": "github_project", + "sources": [ + { + "platform": "github", + "url": "https://github.com/alchaincyf/huashu-motion", + "publishedAt": "2026-10-18T12:19:27Z", + "retrievedAt": "2026-10-19T01:05:13+08:00" + } + ], + "repository": { + "language": "JavaScript", + "stars": 178, + "license": "MIT", + "commit": "3e927801e78b587878fb7dbb65d616326df00c21" + }, + "scores": { + "breakthrough": 45, + "interestingness": 75, + "technicalDepth": 45, + "reproducibility": 60, + "credibility": 45 + }, + "eligibility": "rejected", + "reason": "Weighted 54.75. New repo in window (178 stars, MIT, JavaScript); README read; claims not tested; creative tooling rather than a research breakthrough." + }, + { + "id": "c20261018-gh-agent2api", + "title": "Agent2API/agent2api: local gateway exposing logged-in AI client sessions as an OpenAI-compatible API", + "type": "github_project", + "sources": [ + { + "platform": "github", + "url": "https://github.com/Agent2API/agent2api", + "publishedAt": "2026-10-18T08:52:59Z", + "retrievedAt": "2026-10-19T01:02:34+08:00" + } + ], + "repository": { + "language": "Rust", + "stars": 76, + "license": "NOASSERTION", + "commit": "072e3c71d253cd6dc265f3656d8cb481dd7c9f84" + }, + "scores": { + "breakthrough": 25, + "interestingness": 45, + "technicalDepth": 40, + "reproducibility": 40, + "credibility": 25 + }, + "eligibility": "rejected", + "reason": "Weighted 35.25. New repo (76 stars, NOASSERTION license); wraps third-party client login sessions, raising terms-of-service and credential-safety concerns; not audited." + }, + { + "id": "c20261018-gh-audio-studio-mcp", + "title": "kanaworksai-hue/audio-studio-mcp: local BGM and sound effects MCP server (Stable Audio 3 on MLX)", + "type": "github_project", + "sources": [ + { + "platform": "github", + "url": "https://github.com/kanaworksai-hue/audio-studio-mcp", + "publishedAt": "2026-10-18T11:13:56Z", + "retrievedAt": "2026-10-19T01:02:34+08:00" + } + ], + "repository": { + "language": "Python", + "stars": 40, + "license": "MIT", + "commit": "cf3d60fcbfc41be3335291845a09b6cbf4885289" + }, + "scores": { + "breakthrough": 35, + "interestingness": 55, + "technicalDepth": 45, + "reproducibility": 60, + "credibility": 40 + }, + "eligibility": "rejected", + "reason": "Weighted 46.25. New repo (40 stars, MIT); wrapper tooling; not run." + }, + { + "id": "c20261018-gh-cve-intel", + "title": "Fazmin/cve-intel: local CVE triage intelligence with an MCP server for agents", + "type": "github_project", + "sources": [ + { + "platform": "github", + "url": "https://github.com/Fazmin/cve-intel", + "publishedAt": "2026-10-18T04:20:37Z", + "retrievedAt": "2026-10-19T01:02:34+08:00" + } + ], + "repository": { + "language": "Rust", + "stars": 33, + "license": "Apache-2.0", + "commit": "8053ae9fd5461f4ddbc54d7ad47281f8c198ce47" + }, + "scores": { + "breakthrough": 35, + "interestingness": 55, + "technicalDepth": 55, + "reproducibility": 60, + "credibility": 40 + }, + "eligibility": "rejected", + "reason": "Weighted 48.25. New repo (33 stars, Apache-2.0, Rust); self-described features only; not run." + }, + { + "id": "c20261018-gh-mawoagent", + "title": "Aoisop/mawoagent: auditable, reversible local agent runtime that turns feedback into skills", + "type": "github_project", + "sources": [ + { + "platform": "github", + "url": "https://github.com/Aoisop/mawoagent", + "publishedAt": "2026-10-18T09:51:11Z", + "retrievedAt": "2026-10-19T01:02:34+08:00" + } + ], + "repository": { + "language": "Python", + "stars": 18, + "license": "MIT", + "commit": "10e716c25e0492a12d80133531fdd3d72eaa73ec" + }, + "scores": { + "breakthrough": 40, + "interestingness": 55, + "technicalDepth": 50, + "reproducibility": 55, + "credibility": 35 + }, + "eligibility": "rejected", + "reason": "Weighted 47.5. New repo (18 stars, MIT); early stage; not run." + }, + { + "id": "c20261018-gh-sciforge", + "title": "sddzlsc/SciForge: local-first research agent harness from literature to GPU experiments and papers", + "type": "github_project", + "sources": [ + { + "platform": "github", + "url": "https://github.com/sddzlsc/SciForge", + "publishedAt": "2026-10-18T12:03:32Z", + "retrievedAt": "2026-10-19T01:02:34+08:00" + } + ], + "repository": { + "language": "Python", + "stars": 6, + "license": "MIT", + "commit": "6241debcc71a1a7945d5f5466ca4ec55f87ede2a" + }, + "scores": { + "breakthrough": 40, + "interestingness": 55, + "technicalDepth": 50, + "reproducibility": 50, + "credibility": 30 + }, + "eligibility": "rejected", + "reason": "Weighted 46.25. New repo (6 stars, MIT); claims untested." + }, + { + "id": "c20261018-gh-github-star-benchmarks", + "title": "repoboost-hq/github-star-benchmarks: dataset of GitHub star thresholds and cohorts", + "type": "github_project", + "sources": [ + { + "platform": "github", + "url": "https://github.com/repoboost-hq/github-star-benchmarks", + "publishedAt": "2026-10-18T06:19:48Z", + "retrievedAt": "2026-10-19T01:02:34+08:00" + } + ], + "repository": { + "language": "Python", + "stars": 73, + "license": "NOASSERTION", + "commit": "5803291566a12adaa643fc5628e8a0eb965f4f36" + }, + "scores": { + "breakthrough": 30, + "interestingness": 55, + "technicalDepth": 40, + "reproducibility": 50, + "credibility": 35 + }, + "eligibility": "rejected", + "reason": "Weighted 41.75. New repo (73 stars, NOASSERTION); dataset provenance not verified; commercial star-service org." + }, + { + "id": "c20261018-gh-ollama-v0-40-7-rc0", + "title": "ollama/ollama v0.40.7-rc0 pre-release", + "type": "github_project", + "sources": [ + { + "platform": "github", + "url": "https://github.com/ollama/ollama/releases/tag/v0.40.7-rc0", + "publishedAt": "2026-10-18T00:28:57Z", + "retrievedAt": "2026-10-19T01:02:37+08:00" + } + ], + "repository": { + "language": "Go", + "stars": 183720, + "license": "MIT", + "commit": "8be580ad0939c1ea528ba5ece9d585f095190e06" + }, + "scores": { + "breakthrough": 20, + "interestingness": 40, + "technicalDepth": 30, + "reproducibility": 70, + "credibility": 85 + }, + "eligibility": "rejected", + "reason": "Weighted 41.0. Release candidate patch." + }, + { + "id": "c20261018-gh-gemini-cli-nightly-20261018", + "title": "google-gemini/gemini-cli v0.66.0-nightly.20261018 pre-release", + "type": "github_project", + "sources": [ + { + "platform": "github", + "url": "https://github.com/google-gemini/gemini-cli/releases/tag/v0.66.0-nightly.20261018.ged96faedf", + "publishedAt": "2026-10-18T01:34:41Z", + "retrievedAt": "2026-10-19T01:02:37+08:00" + } + ], + "repository": { + "language": "TypeScript", + "stars": 107435, + "license": "Apache-2.0", + "commit": "12426b715e07fdbbd5ebc92864fb5afa1cf0005b" + }, + "scores": { + "breakthrough": 15, + "interestingness": 35, + "technicalDepth": 30, + "reproducibility": 60, + "credibility": 85 + }, + "eligibility": "rejected", + "reason": "Weighted 36.75. Automated nightly build." + }, + { + "id": "c20261018-gh-llama-cpp-b11713-b11719", + "title": "ggml-org/llama.cpp builds b11713 to b11719", + "type": "github_project", + "sources": [ + { + "platform": "github", + "url": "https://github.com/ggml-org/llama.cpp/releases/tag/b11719", + "publishedAt": "2026-10-18T11:11:37Z", + "retrievedAt": "2026-10-19T01:02:37+08:00" + }, + { + "platform": "github", + "url": "https://github.com/ggml-org/llama.cpp/releases/tag/b11713", + "publishedAt": "2026-10-17T16:00:52Z", + "retrievedAt": "2026-10-19T01:02:37+08:00" + } + ], + "repository": { + "language": "C++", + "stars": 131601, + "license": "MIT", + "commit": "5aeac37a35b44fde4bdffaec9159f2fcb253b622 (b11719)" + }, + "scores": { + "breakthrough": 20, + "interestingness": 40, + "technicalDepth": 35, + "reproducibility": 75, + "credibility": 85 + }, + "eligibility": "rejected", + "reason": "Weighted 42.75. Seven routine automated builds in window." + } + ], + "selectedCandidateId": null +} diff --git a/src/content/missions/2026/10/2026-10-18.json b/src/content/missions/2026/10/2026-10-18.json new file mode 100644 index 0000000..cab4555 --- /dev/null +++ b/src/content/missions/2026/10/2026-10-18.json @@ -0,0 +1,309 @@ +{ + "schemaVersion": "1.0", + "missionId": "mission-20261018-001", + "date": "2026-10-18", + "timezone": "Asia/Taipei", + "status": "awaiting_review", + "objective": { + "goal": "Discover, score, verify and propose one outstanding AI/agent discovery for 2026-10-18 (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-20261019T0101-minim4-daily-2026-10-18" + }, + "selection": { + "candidatesEvaluated": 20, + "selectedCandidateId": null, + "selectionScore": null, + "rankingArtifact": "data/candidates/2026-10-18.json" + }, + "skillsUsed": [ + { + "skill": "x-research", + "version": "1.0.0", + "status": "success", + "executionId": "exec-x-20261018-001" + }, + { + "skill": "github-discovery", + "version": "1.0.0", + "status": "success", + "executionId": "exec-gh-20261018-001" + }, + { + "skill": "arxiv-research", + "version": "1.0.0", + "status": "success", + "executionId": "exec-ax-20261018-001" + }, + { + "skill": "fact-check", + "version": "1.0.0", + "status": "success", + "executionId": "exec-fc-20261018-001" + }, + { + "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": "success", + "executionId": "exec-sp-20261018-001" + } + ], + "timeline": [ + { + "id": "t1", + "action": "git checkout main, pull --ff-only, create branch daily/2026-10-18", + "tool": "git", + "status": "success", + "startedAt": "2026-10-19T01:02:07+08:00", + "finishedAt": "2026-10-19T01:02:10+08:00", + "evidenceIds": [ + "ev-git-branch" + ] + }, + { + "id": "t2", + "action": "Query arXiv API (cs.AI/LG/CL/MA/RO, submittedDate 202610171600-202610181600): HTTP OK, totalResults 0; latest cs.AI submission listed is 2026-10-15 (weekend, not yet announced)", + "tool": "curl", + "status": "success", + "startedAt": "2026-10-19T01:02:33+08:00", + "finishedAt": "2026-10-19T01:02:34+08:00", + "evidenceIds": [ + "ev-arxiv-xml" + ] + }, + { + "id": "t3", + "action": "GitHub search: repos created in window (stars>=5, mostly spam installers) plus AI/agent/LLM/MCP-focused queries; releases of 24 tracked agent/LLM repos", + "tool": "gh", + "status": "success", + "startedAt": "2026-10-19T01:02:34+08:00", + "finishedAt": "2026-10-19T01:03:13+08:00", + "evidenceIds": [ + "ev-gh-new", + "ev-gh-releases" + ] + }, + { + "id": "t4", + "action": "Hugging Face API scan of 25 lab orgs for models created in window: none found", + "tool": "curl", + "status": "success", + "startedAt": "2026-10-19T01:03:13+08:00", + "finishedAt": "2026-10-19T01:03:13+08:00", + "evidenceIds": [ + "ev-hf" + ] + }, + { + "id": "t5", + "action": "Public X search (6x search_posts_all, 1x search_news) for official lab posts, open-weights releases, papers and repos", + "tool": "x.search_posts_all+x.search_news", + "status": "success", + "startedAt": "2026-10-19T01:03:13+08:00", + "finishedAt": null, + "evidenceIds": [ + "ev-x-search" + ] + }, + { + "id": "t6", + "action": "Verify: GitHub repo/commit metadata, arXiv title lookups (Harness2 2610.14224, Terminal-RSI 2610.22192), HF createdAt for FLUX 3 Klein, Jah-7.0, Jais 3 GGUFs, Muse Spark Open; vLLM v0.32.0 release notes; dedup against prior candidate files", + "tool": "gh+curl", + "status": "success", + "startedAt": "2026-10-19T01:04:15+08:00", + "finishedAt": "2026-10-19T01:05:34+08:00", + "evidenceIds": [ + "ev-verify", + "ev-dedup" + ] + }, + { + "id": "t7", + "action": "Write candidates JSON, rank (no candidate eligible >= 80), scaffold mission with create_mission.py; no article written", + "tool": "python", + "status": "success", + "startedAt": "2026-10-19T01:07:53+08:00", + "finishedAt": "2026-10-19T01:07:53+08:00", + "evidenceIds": [ + "ev-ranking" + ] + }, + { + "id": "t8", + "action": "Run validate_content, unittest, astro check, astro build", + "tool": "python+npm", + "status": "success", + "startedAt": "2026-10-19T01:07:53+08:00", + "finishedAt": "2026-10-19T01:07:56+08:00", + "evidenceIds": [ + "ev-validate", + "ev-unittest", + "ev-astro-check", + "ev-astro-build" + ] + }, + { + "id": "t9", + "action": "Commit as agentlab-aidatatools-bot[bot], push daily/2026-10-18, open PR to main and request review from chuangtc", + "tool": "git+gh (GitHub App installation token)", + "status": "success", + "startedAt": "2026-10-19T01:08:27+08:00", + "finishedAt": "2026-10-19T01:08:33+08:00", + "evidenceIds": [ + "ev-pr" + ] + } + ], + "tests": [ + { + "name": "python scripts/validate_content.py", + "status": "passed", + "artifact": ".reports/2026-10-18/validate.log" + }, + { + "name": "python -m unittest discover -s tests -v", + "status": "passed", + "artifact": ".reports/2026-10-18/unittest.log" + }, + { + "name": "npm run check", + "status": "passed", + "artifact": ".reports/2026-10-18/astro-check.log" + }, + { + "name": "npm run build", + "status": "passed", + "artifact": ".reports/2026-10-18/astro-build.log" + } + ], + "evidence": [ + { + "id": "ev-git-branch", + "type": "git", + "ref": "branch daily/2026-10-18 from origin/main@0840d87" + }, + { + "id": "ev-arxiv-xml", + "type": "http_response", + "ref": ".reports/2026-10-18/arxiv.xml (opensearch totalResults 0 for window) and arxiv_latest.xml (newest cs.AI entries submitted 2026-10-15)" + }, + { + "id": "ev-gh-new", + "type": "http_response", + "ref": ".reports/2026-10-18/gh_new_repos.json (414 repos with >=5 stars created in window, top results dominated by pirated-software spam) and gh_ai_repos.tsv (AI-focused queries)" + }, + { + "id": "ev-gh-releases", + "type": "http_response", + "ref": ".reports/2026-10-18/gh_releases_window.txt (10 releases in window across 24 tracked repos; one repo path returned 404)" + }, + { + "id": "ev-hf", + "type": "http_response", + "ref": ".reports/2026-10-18/hf_orgs.txt (empty: no new models from 25 tracked orgs in window)" + }, + { + "id": "ev-x-search", + "type": "api_response", + "ref": ".reports/2026-10-18/x_search_summary.json (7 public X reads; 0 posts from Anthropic/OpenAI/DeepMind/Qwen/Meta/Mistral official accounts in window)" + }, + { + "id": "ev-verify", + "type": "http_response", + "ref": ".reports/2026-10-18/verify1.txt and gh_verify.txt (repo metadata, head/tag commit SHAs, arXiv and HF dates)" + }, + { + "id": "ev-dedup", + "type": "local_command", + "ref": "grep over data/candidates/2026-10-16.json and 2026-10-17.json: Muse Spark Open, Terminal-RSI, DeepSeek-V4.1-Flash-1017, Reflection Beam, StepFun Step 5 already evaluated" + }, + { + "id": "ev-ranking", + "type": "local_command", + "ref": ".reports/2026-10-18/ranking.json (rank_candidates.py: proposedCandidateId null, publicationAllowed false; top c20261018-x-google-harness2 78.75, c20261018-gh-vllm-v0-32-0 67.75, c20261018-x-flux3-image-klein 67.0)" + }, + { + "id": "ev-validate", + "type": "local_command", + "ref": "python scripts/validate_content.py: passed (Content OK: 3 article(s), 4 mission(s), 2 agent(s), 72 candidate(s).) @ 2026-10-19T01:07:53+08:00" + }, + { + "id": "ev-unittest", + "type": "local_command", + "ref": "python -m unittest discover -s tests -v: passed (OK) @ 2026-10-19T01:07:53+08:00" + }, + { + "id": "ev-astro-check", + "type": "local_command", + "ref": "npm run check: passed (- 0 warnings) @ 2026-10-19T01:07:56+08:00" + }, + { + "id": "ev-astro-build", + "type": "local_command", + "ref": "npm run build: passed (01:07:56 [build] Complete!) @ 2026-10-19T01:07:56+08:00" + }, + { + "id": "ev-pr", + "type": "github", + "ref": "https://github.com/aidatatools/agentlab/pull/7" + } + ], + "outcome": { + "articleId": null, + "githubCommit": "2a8b53b37b64896235ffeac782b0dc53b25e3e3b", + "githubPullRequest": "https://github.com/aidatatools/agentlab/pull/7", + "deploymentUrl": null, + "publicationStatus": "not_published" + }, + "metrics": { + "durationSeconds": 395.0, + "tokens": null, + "estimatedCostUsd": null, + "humanInterventions": 0 + }, + "retrospective": { + "successes": [ + "X, GitHub, Hugging Face and arXiv APIs all responded; 20 deduplicated candidates scored with explicit reasons.", + "Low-signal day handled honestly: no candidate reached 80, so no article was written and no breakthrough was invented." + ], + "failures": [ + "arXiv returned 0 submissions for the window (weekend, not yet announced), so no paper candidates came from arXiv directly.", + "Four X-sourced paper/report candidates stay pending_verification because their arXiv IDs or primary reports were not resolved.", + "GitHub new-repo search for the window is dominated by spam installer repos, so AI-focused queries were needed." + ], + "lessonsLearned": [ + "Much of the in-window X discussion (Harness2, FLUX 3 Klein, Jais 3, SPACE) was about releases from earlier in the week; checking repo/HF createdAt against the window prevents re-reporting old news.", + "Official lab accounts were silent in this weekend window; weekend runs should expect low signal." + ], + "nextActions": [ + "Reviewer chuangtc reviews the candidate file and mission on DEV, then approves and merges (no article in this PR).", + "Optionally re-check arXiv for the 2026-10-18 window after the Monday announcement." + ] + } +}