{
  "generatedAt": "2026-05-15T14:14:34.547Z",
  "step": "STEP 1156-followup-5 (2026-05-16)",
  "schemaVersion": "v1.0",
  "count": 10,
  "sources": [
    {
      "rank": 1,
      "name": "AK (@_akhaliq)",
      "platform": "HuggingFace",
      "category": "hf-curator",
      "url": "https://huggingface.co/papers",
      "description": "HuggingFace 公式 Daily Papers キュレーター. arXiv 論文を毎日選定. AI2 Incubator も推奨ソース.",
      "snapshot": "fact-checked 2026-05-15 (chat-Claude curation, HF Daily Papers feed 2023-05 開始, 現役 daily)",
      "reiFit": "数学推論論文 (math-reasoning / formal-verification) も網羅 → D-FUMT / Lean 4 / Collatz 関連の最新捕捉に最適",
      "emoji": "📑"
    },
    {
      "rank": 2,
      "name": "bartowski",
      "platform": "HuggingFace",
      "category": "hf-quantizer",
      "url": "https://huggingface.co/bartowski",
      "description": "個人 GGUF 量子化アップローダー最大手 (HF 量子化 segment 15.6% share). 新 reasoning LLM を即日量子化.",
      "snapshot": "fact-checked 2026-05-15 (DeepSeek-R1 / Qwen-Math / Phi-4-reasoning 即日提供 track record)",
      "reiFit": "最新 reasoning モデル (REI-PROVE ensemble candidate) を直ちにローカル試験可能",
      "emoji": "🔧"
    },
    {
      "rank": 3,
      "name": "mradermacher",
      "platform": "HuggingFace",
      "category": "hf-quantizer",
      "url": "https://huggingface.co/mradermacher",
      "description": "i1-imatrix 高品質 GGUF 量子化専門. bartowski / unsloth と並ぶ三大量子化アップローダー.",
      "snapshot": "fact-checked 2026-05-15 (64,109 models uploaded, last upload 6 min before verify, 7,104 followers — super active daily)",
      "reiFit": "imatrix calibration による品質保持で、 reasoning ベンチマーク評価に bias 少",
      "emoji": "⚙️"
    },
    {
      "rank": 4,
      "name": "unsloth",
      "platform": "HuggingFace",
      "category": "hf-quantizer",
      "url": "https://huggingface.co/unsloth",
      "description": "Daniel & Michael Han 兄弟運営の公式パートナー級。 Dynamic 2.0 量子化 + 高速ファインチューン。",
      "snapshot": "fact-checked 2026-05-15 (Qwen3.6-27B 公式提供 21 quants, official partner-tier)",
      "reiFit": "ローカル fine-tune capacity = D-FUMT₈ 八値論理特化 LoRA 実験 path",
      "emoji": "🦥"
    },
    {
      "rank": 5,
      "name": "lmstudio-community",
      "platform": "HuggingFace",
      "category": "hf-collection",
      "url": "https://huggingface.co/lmstudio-community",
      "description": "LM Studio 公式キュレーション、 新モデルの動作確認済み版を毎日追加.",
      "snapshot": "fact-checked 2026-05-15 (chat-Claude curation, LM Studio 公式)",
      "reiFit": "ローカル試験前の品質 gate として有用 (壊れた量子化を避ける)",
      "emoji": "🖥️"
    },
    {
      "rank": 6,
      "name": "dw-dengwei/daily-arXiv-ai-enhanced",
      "platform": "GitHub",
      "category": "gh-daily-radar",
      "url": "https://github.com/dw-dengwei/daily-arXiv-ai-enhanced",
      "description": "cs.CV / cs.GR / cs.CL / cs.AI の arXiv 論文を毎日 crawl + DeepSeek 要約 + GitHub Pages 公開.",
      "snapshot": "fact-checked 2026-05-15 (2,700 stars, GitHub Actions automation, ~0.2 CNY/day cost)",
      "reiFit": "Fork で Rei 用 keyword filter (lean4 / collatz / D-FUMT) カスタム可能 → Research Radar と統合候補",
      "emoji": "🤖"
    },
    {
      "rank": 7,
      "name": "YuzeHao2023/daily-arxiv-ai4math",
      "platform": "GitHub",
      "category": "gh-daily-radar",
      "url": "https://github.com/YuzeHao2023/daily-arxiv-ai4math",
      "description": "AI4Math 論文を GitHub Actions で毎日自動更新. 形式検証 / 数学推論論文網羅.",
      "snapshot": "fact-checked 2026-05-15 (12 stars, 138 commits, GH Actions daily)",
      "reiFit": "★ D-FUMT / Lean 4 / SNST / Collatz 研究と最も直結する dedicated AI4math feed",
      "emoji": "🧮"
    },
    {
      "rank": 8,
      "name": "YuzeHao2023/daily-arxiv-ai4physics",
      "platform": "GitHub",
      "category": "gh-daily-radar",
      "url": "https://github.com/YuzeHao2023/daily-arxiv-ai4physics",
      "description": "AI4Physics 論文を GitHub Actions で毎日自動更新. Lyapunov 関数 / 量子アルゴリズム論文も含む.",
      "snapshot": "fact-checked 2026-05-15 (companion repo to ai4math, GH Actions daily)",
      "reiFit": "IBM Heron r2 量子検証 + D-FUMT₈ 物理 silicon (Paper 145) との親和性",
      "emoji": "⚛️"
    },
    {
      "rank": 9,
      "name": "HuggingFace Papers Trending",
      "platform": "HuggingFace",
      "category": "hf-trending",
      "url": "https://huggingface.co/papers/trending",
      "description": "Papers With Code 後継、 コード・議論リンク付きの毎日トレンド ML 論文集.",
      "snapshot": "fact-checked 2026-05-15 (HF 公式 trending feature)",
      "reiFit": "「数学的オブジェクト推論」「時間推論」 等の Rei research 直結 paper を早期捕捉",
      "emoji": "🔥"
    },
    {
      "rank": 10,
      "name": "alternbits/awesome-ai-newsletters",
      "platform": "GitHub",
      "category": "gh-newsletter-curation",
      "url": "https://github.com/alternbits/awesome-ai-newsletters",
      "description": "BuzzRobot / Turing Post / Techpresso / Big Brain / Data Elixir 等 50+ AI newsletters の curated list.",
      "snapshot": "fact-checked 2026-05-15 (331 stars, 45 commits, multi-category curation)",
      "reiFit": "ユーザーが情報密度を自分で選べる 10 番目の選択肢として配置 (heavy → light gradient)",
      "emoji": "📰"
    }
  ],
  "honestScope": {
    "curatedBy": "chat-Claude (Anthropic) 2026-05-15 + Rei 5/5 fact-check via WebSearch/WebFetch",
    "factCheckPolicy": "Star count / model count / follower count は fact-check 時点の snapshot. Daily に drift する.",
    "patternCheck": "Rei 既存 scripts/research-radar/huggingface-fetcher.ts は keyword-based (lean4/collatz/theorem-proving). 本 list は account-based で complementary, overlap なし.",
    "antipattern5Note": "Qwen3.6-27B は私 (Rei Claude) の knowledge cutoff (2026-01) を超える 2026-04-22 Alibaba release. WebSearch verify でなければ Pattern 2 として誤 reject 候補 (Antipattern #5 6 例目防止).",
    "notExhaustive": "10 entries は curation で all-inclusive ではない. 他にも valuable な daily-source 多数 (TheBloke / abacusai 等). 拡張 PR welcome.",
    "noEndorsement": "Rei は各 platform / account に対し endorsement / partnership 関係なし. 単純な observational curation."
  }
}