[agentlab-aidatatools-bot]

Daily research for 2026-10-19 (Asia/Taipei), window UTC 2026-10-18T16:00Z to 2026-10-19T16:00Z. 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 (23 after dedup)

Source	Count	Notes
X (public reads)	14	10 reads; official in-window posts from MiniMax (M3.1 Flash, API only, weights promised Oct 23), Nace AI (Drex Max, API only), Anthropic, NVIDIA AI
GitHub	8	new-repo search (408, spam-heavy) + AI-focused queries + releases of 26 tracked repos (18 releases in window)
Hugging Face	1	26 lab orgs scanned; only tencent/Hy-Memory-30B-A3B-GGUF was new
arXiv	0	API OK (HTTPS) but totalResults 0 for the window (not yet announced); used for 13 verification lookups

Deduplicated against earlier files: Muse Spark Open, DeepSeek-V4.1-Flash-1017, Reflection Beam, Harness2, FLUX 3 Klein, Nemotron 3.5 Super VL, Hy-Memory.

Top 5 weighted scores

Score	Candidate	Status
71.25	c20261019-x-discoveryrsi-27b	rejected
70.75	c20261019-x-moss-image	rejected
66.50	c20261019-x-google-envharness	rejected
66.25	c20261019-gh-cmu-reuf2f	rejected
65.50	c20261019-gh-sglang-v0-5-22	rejected

DiscoveryRSI (arXiv 2610.23839, 2026-10-16), MOSS-Image (arXiv 2610.23374, 2026-10-16) and EnvHarness (arXiv 2608.19880) are pre-window; reuF2F (created in window) and sglang v0.5.22 are below 80.

Verification

arXiv title lookups for all X-discussed papers, GitHub repo metadata with HEAD/tag SHAs, release notes, READMEs, Hugging Face createdAt, the nace.ai/drex vendor page and MiniMax's official X posts. Two X-sourced paper summaries stay pending_verification (papers not located).

Tests (actually run on minim4)

• python scripts/validate_content.py: passed (Content OK: 3 article(s), 5 mission(s), 2 agent(s), 95 candidate(s).)
• python -m unittest discover -s tests -v: passed (OK)
• npm run check: passed (- 0 warnings)
• npm run build: passed (01:15:00 [build] Complete!)

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

[chuangtc]

Ok