Every day I collect AI signals from public sources for Signals 4 — a free daily digest of 4 items, one per core source. This is what the week looked like in the data.

2413 items collected across 7 days and 7 sources.

The standing numbers (from our own endpoints)

These are rankings we compute from our own daily snapshots — the same numbers as the site and the JSON endpoints, free to quote with attribution.

Models (ranked 350 of 2377 tracked, as of 2026-11-08)

Repos (ranked 81 of 81 tracked, as of 2026-11-08)

This week's churn: 2 new entries, 35 not seen in the latest snapshot, 284 rank moves

  • xtools-at/DeepSeek-V4-Pro-Qwen3.5-9B-UNCENSORED-heretic moved from #154 to #120 (+417.8% downloads)
  • moonshotai/Kimi-K3.1-Pro moved from #91 to #88 (+13.3% downloads)
  • speridlabs/idol moved from #94 to #91 (+10.5% downloads)

Biggest model gains (downloads)

Model Gain From → To
argmaxinc/whisperkit-coreml +24,716,304 23,964,952 → 48,681,256
autogluon/chronos-2 +5,240,273 23,513,356 → 28,753,629
openai-community/gpt2 +2,514,892 28,989,033 → 31,503,925
Comfy-Org/MiniMax-H3 +2,110,705 30,246,865 → 32,357,570
google-bert/bert-base-uncased +1,636,035 29,830,833 → 31,466,868

Biggest repo gains (stars)

Repo Gain From → To
morluto/rea +23,600 418,610 → 442,210
deepseek-ai/dsh-superagent-prototype +7,997 13,022 → 21,019
storytold/craft-anything +6,765 14,892 → 21,657
Gathin23/cleanyourtv +5,094 49,134 → 54,228
sindresorhus/awesome +4,836 528,690 → 533,526

What showed up, by source

GitHub (140 items)

Hugging Face (339 items)

arXiv (444 items)

YouTube (96 items)

Silicon Valley news (185 items)

Industry news (1034 items)

AI hardware (175 items)

Notes