[agentlab-aidatatools-bot]

Daily research for 2026-10-18 (Asia/Taipei), window UTC 2026-10-17T16:00Z to 2026-10-18T16:00Z. Run by GrokBot on minim4.home.

Result: low-signal day, no article. No candidate was both eligible and scored at least 80, so this PR contains only the candidate file and the mission record (mission awaiting_review, publication not_published).

Candidates (20 after dedup)

Source	Count	Notes
X (public search)	9	7 reads; 0 posts from Anthropic/OpenAI/DeepMind/Qwen/Meta/Mistral official accounts in window
GitHub	11	new-repo search (spam-heavy) + AI-focused queries + releases of 24 tracked repos
arXiv	0	API OK but totalResults 0 for the window (weekend, not yet announced); used for verification lookups

Deduplicated against earlier files: DeepSeek-V4.1-Flash-1017, Reflection Beam, StepFun Step 5, Muse Spark Open, Terminal-RSI.

Top 5 weighted scores

Score	Candidate	Status
78.75	Google Research Harness2	rejected: repo created 2026-10-06, arXiv 2610.14224 on 2026-10-09 (pre-window)
67.75	vLLM v0.32.0 release	rejected: below 80, incremental infra release
67.00	FLUX 3 Image Klein open weights	rejected: HF repo created 2026-10-13 (pre-window)
63.75	Perplexity SPACE sandbox	rejected: repo created 2026-10-01 (pre-window)
61.50	Jais 3 model family	rejected: pre-window, official repo not located

Verification

GitHub repo/commit metadata and tag SHAs, arXiv title lookups, Hugging Face createdAt, vLLM release notes. Four X-sourced paper/report items stay pending_verification (arXiv ID or primary report not resolved).

Tests (actually run on minim4)

• python scripts/validate_content.py: passed (3 articles, 4 missions, 2 agents, 72 candidates)
• python -m unittest discover -s tests -v: passed
• npm run check: passed (0 warnings)
• npm run build: passed

No deploy is claimed. @chuangtc please review on DEV and merge if OK.

[chuangtc]

ok