{
  "provenance": "Dot summary supplied by the user in this conversation on 2026-10-11. The PDF, Word and Excel originals were not supplied.",
  "initial_instruction_date": "2026-10-06 05:40 UTC+8",
  "initial_instruction": "新增一个定时，每周五 arxiv 论文常规更新时间后2小时，看一下这一周的 arxiv hep-th, gr-qc, astro-ph.CO……",
  "scope_expansion": "思考这些进展与所有你知道的我感兴趣的研究方向有关……不仅是你手头正在做的研究工作。",
  "schedule": "Begin collection two hours after Friday arXiv batch publication; described as US Eastern Thursday 22:00, following daylight saving time. Delivery follows completed reading and judgment.",
  "physics_categories": [
    "hep-th",
    "gr-qc",
    "astro-ph.CO"
  ],
  "targeted_search": [
    "QSF",
    "cosmological collider",
    "cross-category papers",
    "important revisions"
  ],
  "selection": [
    "Monthly-caliber fundamental physics highlights (may be empty)",
    "Three most important theoretical cosmology developments",
    "All relevant QSF/cosmological-collider developments"
  ],
  "research_interests": [
    "theoretical cosmology",
    "QFT and gravity",
    "strong mixing",
    "quantum states and decoherence",
    "inverse problems",
    "black holes and axions",
    "phase transitions and primordial black holes",
    "multifield dynamics and boundary questions"
  ],
  "standards": [
    "Announcement batch defines coverage; check delays and distinguish submission, announcement and revision dates",
    "Deduplicate by arXiv ID; retain version and coverage inventory",
    "Read full text, key equations and prior work for selected papers",
    "Monthly caliber is a significance threshold rather than predicted ranking",
    "Distinguish author claims, verified checks and Dot judgments",
    "Distinguish available products, research demonstrations and unverified AI news",
    "Each idea names its literature input, minimal calculation, advantage and risk; preserve old ideas and evaluations"
  ],
  "columns": [
    "Summary and reading priorities",
    "Monthly-caliber physics highlights",
    "Cosmology Top 3",
    "QSF/collider progress, revisions and prior work",
    "AI technology and research methods",
    "Personal research ideas and minimal tests",
    "Sources, dates, versions and full inventory"
  ],
  "actual_issue": {
    "date": "2026-10-09",
    "physics_announcements_UTC": "2026-10-05–09",
    "AI_news_dates": "2026-10-02–08",
    "category_records": 558,
    "unique_new_or_cross_listed_papers": 449,
    "key_revisions": 7,
    "reading_scope": "449 is the complete inventory, not a count of full-text readings. Selected full-text readings are separate.",
    "deliverables": [
      "10-page Chinese PDF",
      "editable Word",
      "filterable Excel inventory"
    ],
    "top3_user_descriptions": [
      {
        "label": "自旋 1 动力学",
        "url": "https://arxiv.org/abs/2610.10693v1"
      },
      {
        "label": "有限气泡产生历史",
        "url": "https://arxiv.org/abs/2610.07880v1"
      },
      {
        "label": "有限 Mellin–Barnes 积分",
        "url": "https://arxiv.org/abs/2610.10921v1"
      }
    ],
    "highlight": {
      "user_description": "Cairo 的引力 pp-wave 因果分类与刚性结果",
      "url": "https://arxiv.org/abs/2610.03749v1",
      "importance_judgment_confidence": "moderate"
    },
    "research_suggestion": {
      "trigger": "Boosted Odds",
      "url": "https://arxiv.org/abs/2610.08671v1",
      "original": "最值得加入想法库的方向：检验动量复合算符能否读出密度四点中受投影遮蔽的 clock 信息。已有工作把原初四点信息映入晚期动量三点；可执行的新检验是比较两种读出的参数零空间，并加入源与观测干扰。"
    }
  },
  "verification": "User-provided historical workflow and report summary. Attempts to open the example arXiv records returned cache misses; independent paper verification was unavailable. The slide attributes the suggestion to this report and does not assert a newly verified paper result."
}