{
 "name": "ONTO Archive",
 "updated": "2026-10-31",
 "note": "Published documents are never rewritten; corrections come as new versions. Closed versions show date, md5 and reason only.",
 "documents": [
  {
   "id": "2601.0002",
   "old_id": "ONTO-ERS-1.0",
   "date": "2026-01-27",
   "type": "Standard",
   "lang": "en",
   "topic": "Prompt layer, February–April 2026",
   "chain": "Documents of the period",
   "step": 1,
   "title": "ONTO Epistemic Risk Standard, version 1.0",
   "abstract": "The first edition of the ONTO Epistemic Risk Standard, January 2026: unknown detection rate and calibration error as the two mandatory measures, with compliance levels. The later edition is ONTO:2603.0009.",
   "status": "open",
   "versions": [
    {
     "v": 1,
     "date": "2026-01-27",
     "md5": "1f7e31c4727b7f751e0ca3ed09d18297",
     "access": "open",
     "source": "src/2601.0002v1.md",
     "url": "/archive/2601.0002/2601.0002v1.md"
    }
   ],
   "data": [],
   "related": [
    "2603.0009"
   ]
  },
  {
   "id": "2602.0001",
   "old_id": "DS-2026-001",
   "date": "2026-02-14",
   "type": "Plan",
   "lang": "en",
   "topic": "Prompt layer, February–April 2026",
   "chain": "100-question experiment",
   "step": 1,
   "title": "GOLD Experiment Questions v1.0",
   "abstract": "The 100 questions (50 on the origin of life, 50 outside it) and the evaluation plan, written before the runs. The plan was not carried out as written; see the next steps of the chain.",
   "status": "open",
   "versions": [
    {
     "v": 1,
     "date": "2026-02-14",
     "md5": "772575bb1cab79f44fb59aee371acfd3",
     "access": "open",
     "source": "src/2602.0001v1.md",
     "url": "/archive/2602.0001/2602.0001v1.md"
    }
   ],
   "data": [],
   "related": [
    "2602.0002"
   ]
  },
  {
   "id": "2602.0002",
   "old_id": "CS-2026-001",
   "date": "2026-02-14",
   "type": "Study",
   "lang": "en",
   "topic": "Prompt layer, February–April 2026",
   "chain": "100-question experiment",
   "step": 2,
   "title": "ONTO-GOLD BASELINE ANALYSIS REPORT",
   "abstract": "11 models answered the 100 questions without the canon; answers scored by a pattern-matching engine of that period. Version 2 corrects accusation wording and notes inconsistencies.",
   "status": "version",
   "versions": [
    {
     "v": 1,
     "date": "2026-02-14",
     "md5": "7b77836e568789e02af7ea7c74ca6a59",
     "access": "closed",
     "reason": "wording that accused a model vendor without proof"
    },
    {
     "v": 2,
     "date": "2026-10-07",
     "md5": "2f9a2aa4ab779d1fb036de4436b14b83",
     "access": "open",
     "source": "src/2602.0002v2.md",
     "url": "/archive/2602.0002/2602.0002v2.md"
    }
   ],
   "data": [
    {
     "file": "data/2602.0002v1.baseline_scores.json.gz",
     "md5": "ddd7fa05488379abc235b4e83de49cf0"
    },
    {
     "file": "data/2602.0002v1.treatment_summary.json.gz",
     "md5": "2db4e0090e319d97976d3af03c031371"
    }
   ],
   "related": [
    "2602.0001",
    "2602.0003"
   ]
  },
  {
   "id": "2602.0003",
   "old_id": "ER-2026-001",
   "date": "2026-02-14",
   "type": "Report",
   "lang": "en",
   "topic": "Prompt layer, February–April 2026",
   "chain": "100-question experiment",
   "step": 3,
   "title": "ONTO-GOLD VALIDATION REPORT: BEFORE → AFTER",
   "abstract": "GPT 5.2 before and after the canon in the system prompt, 0.53 → 5.38 inside the engine of that period. Version 2 removes answers that restate the canon and notes what the confidence metric counted.",
   "status": "version",
   "versions": [
    {
     "v": 1,
     "date": "2026-02-14",
     "md5": "7ca10cb52a3ad670b38bcec5b12f0e54",
     "access": "closed",
     "reason": "answer excerpts restate GOLD content"
    },
    {
     "v": 2,
     "date": "2026-10-07",
     "md5": "30db53bf98553e08b5b3e4847de747c1",
     "access": "open",
     "source": "src/2602.0003v2.md",
     "url": "/archive/2602.0003/2602.0003v2.md"
    }
   ],
   "data": [],
   "related": [
    "2602.0002",
    "2602.0004",
    "2610.0001"
   ]
  },
  {
   "id": "2602.0004",
   "old_id": "ER-2026-002",
   "date": "2026-02-14",
   "type": "Data",
   "lang": "en",
   "topic": "Prompt layer, February–April 2026",
   "chain": "100-question experiment",
   "step": 4,
   "title": "ONTO-GOLD: BEFORE → AFTER — FULL TEXT COMPARISON",
   "abstract": "The 200 full answers behind ER-2026-001. Version 2 removes the with-canon answers in the canon's own domain and records that pairs Q81–Q100 compare different questions.",
   "status": "version",
   "versions": [
    {
     "v": 1,
     "date": "2026-02-14",
     "md5": "0b8ba302df3fa329656d851ddf454054",
     "access": "closed",
     "reason": "with-canon answers restate GOLD content"
    },
    {
     "v": 2,
     "date": "2026-10-07",
     "md5": "1401153ddcd15169f496e5ee42cbb2a6",
     "access": "open",
     "source": "src/2602.0004v2.md",
     "url": "/archive/2602.0004/2602.0004v2.md"
    }
   ],
   "data": [],
   "related": [
    "2602.0003",
    "2610.0001"
   ]
  },
  {
   "id": "2602.0005",
   "old_id": "FO-2026-003",
   "date": "2026-02-19",
   "type": "Observation",
   "lang": "en",
   "topic": "Prompt layer, February–April 2026",
   "chain": "Models in the field",
   "step": 1,
   "title": "ONTO Field Observation FO-2026-003",
   "abstract": "A conversation in which a model gave up its own estimate and asked for ONTO. Read today as a model yielding without proof.",
   "status": "open",
   "versions": [
    {
     "v": 1,
     "date": "2026-02-19",
     "md5": "3be1f42c00dd51d2f5a5eb62f54aefd5",
     "access": "open",
     "source": "src/2602.0005v1.md",
     "url": "/archive/2602.0005/2602.0005v1.md"
    }
   ],
   "data": [],
   "related": [
    "2610.0001"
   ]
  },
  {
   "id": "2603.0001",
   "old_id": "F-001",
   "date": "2026-03-03",
   "type": "Finding",
   "lang": "en",
   "topic": "Prompt layer, February–April 2026",
   "chain": "Proxy demonstrations",
   "step": 1,
   "title": "F-001: Grok vs Grok+GOLD — \"AGI within 10 years?\"",
   "abstract": "One question on AGI timelines, Grok with and without the canon. Version 2 marks references that cannot be found or are dated wrong, and the unequal comparison.",
   "status": "version",
   "versions": [
    {
     "v": 1,
     "date": "2026-03-03",
     "md5": "6391aa0d6650234bc97266ac9ecfa331",
     "access": "closed",
     "reason": "delivery details of the retired service"
    },
    {
     "v": 2,
     "date": "2026-10-07",
     "md5": "8d0ef316e3ced0be110f7be7f2f6b200",
     "access": "open",
     "source": "src/2603.0001v2.md",
     "url": "/archive/2603.0001/2603.0001v2.md"
    }
   ],
   "data": [],
   "related": [
    "2603.0002"
   ]
  },
  {
   "id": "2603.0002",
   "old_id": "F-002",
   "date": "2026-03-04",
   "type": "Finding",
   "lang": "en",
   "topic": "Prompt layer, February–April 2026",
   "chain": "Proxy demonstrations",
   "step": 3,
   "title": "F-002: Are Statins Effective for Primary Prevention?",
   "abstract": "Statins for primary prevention: four models without the canon, two with it, DOIs checked against the registry. Version 2 removes a section built on a premise that CS-2026-001 contradicts.",
   "status": "version",
   "versions": [
    {
     "v": 1,
     "date": "2026-03-04",
     "md5": "59da94f39800d30b83b3a1901640b22a",
     "access": "closed",
     "reason": "a section accused a vendor on a premise contradicted by CS-2026-001"
    },
    {
     "v": 2,
     "date": "2026-10-07",
     "md5": "de2504150ee1ee63e749892583b5a936",
     "access": "open",
     "source": "src/2603.0002v2.md",
     "url": "/archive/2603.0002/2603.0002v2.md"
    }
   ],
   "data": [],
   "related": [
    "2602.0002",
    "2610.0001"
   ]
  },
  {
   "id": "2603.0003",
   "old_id": "FO-2026-004",
   "date": "2026-03-07",
   "type": "Observation",
   "lang": "en",
   "topic": "Prompt layer, February–April 2026",
   "chain": "Models in the field",
   "step": 2,
   "title": "FO-2026-004: Spontaneous Epistemic Drift in Claude Haiku 4.5 — Longitudinal Observation",
   "abstract": "The same question to a vendor-hosted model on different dates: answers change by themselves. One reason to move to open weights. Version 2 fixes the encoding and removes claims about a vendor.",
   "status": "version",
   "versions": [
    {
     "v": 1,
     "date": "2026-03-07",
     "md5": "2a87f137d7eae85e6e8a06beed755f81",
     "access": "closed",
     "reason": "claims about a vendor without proof; mis-encoded file"
    },
    {
     "v": 2,
     "date": "2026-10-07",
     "md5": "1dc8c876826f622ddad988b493e6851b",
     "access": "open",
     "source": "src/2603.0003v2.md",
     "url": "/archive/2603.0003/2603.0003v2.md"
    }
   ],
   "data": [],
   "related": [
    "2603.0002"
   ]
  },
  {
   "id": "2603.0004",
   "old_id": "CS-2026-002",
   "date": "2026-03-08",
   "type": "Study",
   "lang": "en",
   "topic": "Prompt layer, February–April 2026",
   "chain": "Models in the field",
   "step": 3,
   "title": "CS-2026-002 — Baseline Epistemic Assessment",
   "abstract": "13 models on one clinical question (GLP-1). No model gave a DOI; answer length and number of references did not track quality.",
   "status": "open",
   "versions": [
    {
     "v": 1,
     "date": "2026-03-08",
     "md5": "aaad5069695d9e02b62f0ffad0e0d450",
     "access": "open",
     "source": "src/2603.0004v1.md",
     "url": "/archive/2603.0004/2603.0004v1.md"
    }
   ],
   "data": [],
   "related": []
  },
  {
   "id": "2603.0005",
   "old_id": "CS-2026-003",
   "date": "2026-03-13",
   "type": "Study",
   "lang": "en",
   "topic": "Prompt layer, February–April 2026",
   "chain": "Proxy demonstrations",
   "step": 4,
   "title": "CS-2026-003: Naive Question Epistemic Analysis - Grok 4",
   "abstract": "\"Is fasting good for you?\", Grok with and without the canon. Key line of the period: with an expert-level prompt both versions score the same.",
   "status": "version",
   "versions": [
    {
     "v": 1,
     "date": "2026-03-13",
     "md5": "03dd679b36b4125ee53c110d81f02c7d",
     "access": "closed",
     "reason": "names and paths of canon modules"
    },
    {
     "v": 2,
     "date": "2026-10-07",
     "md5": "c3a5097797fbc44861932beca04b7e80",
     "access": "open",
     "source": "src/2603.0005v2.md",
     "url": "/archive/2603.0005/2603.0005v2.md"
    }
   ],
   "data": [],
   "related": [
    "2603.0006"
   ]
  },
  {
   "id": "2603.0006",
   "old_id": "CS-2026-004",
   "date": "2026-03-13",
   "type": "Study",
   "lang": "en",
   "topic": "Prompt layer, February–April 2026",
   "chain": "Proxy demonstrations",
   "step": 5,
   "title": "CS-2026-004: Naive Question Epistemic Analysis - GPT (OpenAI)",
   "abstract": "The same question, GPT versus the ONTO agent. Version 2 notes that the with-canon answer is the Grok answer from CS-2026-003.",
   "status": "version",
   "versions": [
    {
     "v": 1,
     "date": "2026-03-13",
     "md5": "86070829d0a97ec53e346f4e43996647",
     "access": "closed",
     "reason": "names and paths of canon modules"
    },
    {
     "v": 2,
     "date": "2026-10-07",
     "md5": "a4c07136dd33a6e30f7520b910c53e3a",
     "access": "open",
     "source": "src/2603.0006v2.md",
     "url": "/archive/2603.0006/2603.0006v2.md"
    }
   ],
   "data": [],
   "related": [
    "2603.0005"
   ]
  },
  {
   "id": "2603.0007",
   "old_id": "WP-2026-002",
   "date": "2026-03",
   "type": "Paper",
   "lang": "en",
   "topic": "Prompt layer, February–April 2026",
   "chain": "Documents of the period",
   "step": 2,
   "title": "ONTO Standard: The Operating System for AI Quality (whitepaper)",
   "abstract": "The whitepaper of the prompt-layer period. Version 2 removes personal contacts and the architecture section and lists errata, including a wrongly attributed arXiv paper.",
   "status": "version",
   "versions": [
    {
     "v": 1,
     "date": "2026-03",
     "md5": "292cc3cdb8523955798e887ce46db2c0",
     "access": "closed",
     "reason": "personal contacts; canon architecture"
    },
    {
     "v": 2,
     "date": "2026-10-07",
     "md5": "d9e7474a438b9ab64817b758e53fe3af",
     "access": "open",
     "source": "src/2603.0007v2.md",
     "url": "/archive/2603.0007/2603.0007v2.md"
    }
   ],
   "data": [],
   "related": [
    "2610.0001",
    "2610.0002"
   ]
  },
  {
   "id": "2603.0008",
   "old_id": null,
   "date": "2026-04",
   "type": "Method",
   "lang": "en",
   "topic": "Prompt layer, February–April 2026",
   "chain": "Documents of the period",
   "step": 3,
   "title": "Methodology of the prompt layer (from the documentation)",
   "abstract": "Formal basis, 18 disciplines, calibration and benchmark of the prompt-layer method. Version 2 removes the canon structure and notes inconsistencies, including three definitions of IGR.",
   "status": "version",
   "versions": [
    {
     "v": 1,
     "date": "2026-04",
     "md5": "306e222074883727b9727b0a42163d1e",
     "access": "closed",
     "reason": "canon structure and scorer internals"
    },
    {
     "v": 2,
     "date": "2026-10-07",
     "md5": "b7e95645e22e8f0a3a52c24347fe9dc1",
     "access": "open",
     "source": "src/2603.0008v2.md",
     "url": "/archive/2603.0008/2603.0008v2.md"
    }
   ],
   "data": [],
   "related": [
    "2604.0001"
   ]
  },
  {
   "id": "2603.0009",
   "old_id": null,
   "date": "2026-04",
   "type": "Standard",
   "lang": "en",
   "topic": "Prompt layer, February–April 2026",
   "chain": "Documents of the period",
   "step": 4,
   "title": "ONTO Epistemic Risk Standard v10.0 with regulatory alignment",
   "abstract": "Metrics (unknown recall, calibration error, risk score), knowledge classes and compliance levels of the prompt-layer period, with a mapping to EU AI Act, NIST and ISO.",
   "status": "open",
   "versions": [
    {
     "v": 1,
     "date": "2026-04",
     "md5": "d9d30026d241bed85bbb05380fad7a70",
     "access": "open",
     "source": "src/2603.0009v1.md",
     "url": "/archive/2603.0009/2603.0009v1.md"
    }
   ],
   "data": [],
   "related": []
  },
  {
   "id": "2603.0010",
   "old_id": null,
   "date": "2026-04",
   "type": "Note",
   "lang": "en",
   "topic": "Prompt layer, February–April 2026",
   "chain": "Documents of the period",
   "step": 5,
   "title": "The problem and the roadmap, spring 2026",
   "abstract": "Why ONTO existed in the prompt-layer period and the four planned horizons. Version 2 removes delivery details and canon sizes.",
   "status": "version",
   "versions": [
    {
     "v": 1,
     "date": "2026-04",
     "md5": "8a824964366e5628d7c54ce0340325e2",
     "access": "closed",
     "reason": "delivery details and canon sizes"
    },
    {
     "v": 2,
     "date": "2026-10-07",
     "md5": "cb665bf1db724978a61393aaa12fac1b",
     "access": "open",
     "source": "src/2603.0010v2.md",
     "url": "/archive/2603.0010/2603.0010v2.md"
    }
   ],
   "data": [],
   "related": []
  },
  {
   "id": "2603.0011",
   "old_id": null,
   "date": "2026-04",
   "type": "Note",
   "lang": "en",
   "topic": "Prompt layer, February–April 2026",
   "chain": "Documents of the period",
   "step": 6,
   "title": "Governance ONTO-GOV-001",
   "abstract": "Mission and principles as written in spring 2026. The council named there was never formed.",
   "status": "open",
   "versions": [
    {
     "v": 1,
     "date": "2026-04",
     "md5": "ba422472e891787792b822178aca493c",
     "access": "open",
     "source": "src/2603.0011v1.md",
     "url": "/archive/2603.0011/2603.0011v1.md"
    }
   ],
   "data": [],
   "related": []
  },
  {
   "id": "2603.0012",
   "old_id": "IR-2026-001",
   "date": "2026-03-03",
   "type": "Review",
   "lang": "en",
   "topic": "Prompt layer, February–April 2026",
   "chain": "Proxy demonstrations",
   "step": 2,
   "title": "I Tested ONTO Standard. Here's What I Found.",
   "abstract": "A review published under the label \"independent\". Withdrawn: the author is not named, so independence cannot be checked.",
   "status": "closed",
   "versions": [
    {
     "v": 1,
     "date": "2026-03-03",
     "md5": "1df3d35231d1c43e6f18bf5f8a646bb2",
     "access": "closed",
     "reason": "author not named; independence cannot be checked"
    }
   ],
   "data": [],
   "related": [
    "2610.0001"
   ]
  },
  {
   "id": "2604.0001",
   "old_id": null,
   "date": "2026-04-20",
   "type": "Note",
   "lang": "en",
   "topic": "Prompt layer, February–April 2026",
   "chain": "Documents of the period",
   "step": 7,
   "title": "Formal foundation of IGR (from the pitch, v5.13)",
   "abstract": "The IGR formula, its foundations, thresholds, scope and falsifier. The formula was never implemented as a measurement.",
   "status": "open",
   "versions": [
    {
     "v": 1,
     "date": "2026-04-20",
     "md5": "e3783300e4697c8a2dba23f67f8cee79",
     "access": "open",
     "source": "src/2604.0001v1.md",
     "url": "/archive/2604.0001/2604.0001v1.md"
    }
   ],
   "data": [],
   "related": [
    "2603.0008"
   ]
  },
  {
   "id": "2604.0002",
   "old_id": null,
   "date": "2026-04-25",
   "type": "Note",
   "lang": "en",
   "topic": "Prompt layer, February–April 2026",
   "chain": "Documents of the period",
   "step": 8,
   "title": "Regulatory frameworks and 14 countries, April 2026",
   "abstract": "A mapping of AI regulation frameworks and an overview of 14 jurisdictions as of April 2026. Vendor grades of the original page are not reproduced.",
   "status": "open",
   "versions": [
    {
     "v": 1,
     "date": "2026-04-25",
     "md5": "acf628417c1f7658eb8d9e8d11731f84",
     "access": "open",
     "source": "src/2604.0002v1.md",
     "url": "/archive/2604.0002/2604.0002v1.md"
    }
   ],
   "data": [],
   "related": []
  },
  {
   "id": "2604.0003",
   "old_id": null,
   "date": "2026-04",
   "type": "Pages",
   "lang": "en",
   "topic": "Prompt layer, February–April 2026",
   "chain": "Documents of the period",
   "step": 9,
   "title": "Commercial pages of April 2026",
   "abstract": "Investor, provider, business, pitch, government and console pages of the prompt-layer period. Closed: prices, forecasts and pressure wording are no longer valid; their useful parts are extracted into ONTO:2604.0001 and ONTO:2604.0002.",
   "status": "closed",
   "versions": [
    {
     "v": 1,
     "date": "2026-04",
     "access": "closed",
     "reason": "prices, forecasts and pressure wording no longer valid",
     "files": [
      {
       "page": "/investor/",
       "md5": "f901c3a1d62bc21ed739b4b10f377d88"
      },
      {
       "page": "/provider/",
       "md5": "48fe22657c7226d9efc24a784b1eb7c3"
      },
      {
       "page": "/business/",
       "md5": "13a7d2afdbe7f36de229ddca18c91eb6"
      },
      {
       "page": "/pitch/",
       "md5": "affa41cf5fa2476e370c105fd6ad0c69"
      },
      {
       "page": "/gov/",
       "md5": "82422bacc4d62f1f97c398bcf5079c0b"
      },
      {
       "page": "/app/",
       "md5": "0ce8b0535088c95543223b98b184c4a4"
      }
     ]
    }
   ],
   "data": [],
   "related": [
    "2604.0001",
    "2604.0002",
    "2610.0001"
   ]
  },
  {
   "id": "2610.0001",
   "old_id": null,
   "date": "2026-10-07",
   "type": "Corrections",
   "lang": "en",
   "topic": "The institute",
   "chain": "The institute",
   "step": 1,
   "title": "What we no longer claim",
   "abstract": "Figures and wording of February–April 2026 that ONTO no longer uses, each with where it appeared and why. None of it changes the main finding of the period.",
   "status": "open",
   "versions": [
    {
     "v": 1,
     "date": "2026-10-07",
     "md5": "be1baabf072e080ed048a36592e43892",
     "access": "open",
     "source": "src/2610.0001v1.md",
     "url": "/archive/2610.0001/2610.0001v1.md"
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   ],
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  {
   "id": "2610.0002",
   "old_id": null,
   "date": "2026-10-07",
   "type": "Note",
   "lang": "en",
   "topic": "The institute",
   "chain": "The institute",
   "step": 2,
   "title": "Why we left the prompt layer",
   "abstract": "The prompt layer worked on every model tried, and that finding started the ONTO lab. We left it by choice: outside discipline overrides the model's own voice.",
   "status": "open",
   "versions": [
    {
     "v": 1,
     "date": "2026-10-07",
     "md5": "552f0198a9dda9197cd798bc4b0918aa",
     "access": "open",
     "source": "src/2610.0002v1.md",
     "url": "/archive/2610.0002/2610.0002v1.md"
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   ],
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  {
   "id": "2610.0003",
   "old_id": null,
   "date": "2026-10-07",
   "type": "Chronology",
   "lang": "en",
   "topic": "The institute",
   "chain": "The institute",
   "step": 3,
   "title": "How ONTO became an institute",
   "abstract": "From 41 years of study, through the stand and the prompt layer, to the lab and discipline in the weights.",
   "status": "open",
   "versions": [
    {
     "v": 1,
     "date": "2026-10-07",
     "md5": "ca912da14b040aedd193108f9df6c3fc",
     "access": "open",
     "source": "src/2610.0003v1.md",
     "url": "/archive/2610.0003/2610.0003v1.md"
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   ],
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  },
  {
   "id": "2610.0004",
   "old_id": null,
   "date": "2026-10-07",
   "type": "Method",
   "lang": "en",
   "topic": "Discipline in the weights",
   "chain": "Stage Beta",
   "step": 1,
   "title": "How ONTO teaches and checks a model",
   "abstract": "What we measure, how we check ourselves, results and failures of stage Beta. Version 2 corrects one claim on everyday discipline; the methodology v5 edition is ONTO:2610.0007. How the model is built stays closed.",
   "status": "version",
   "versions": [
    {
     "v": 1,
     "date": "2026-10-07",
     "md5": "77bbac3e24fa762fc227e0a557015eb2",
     "access": "open",
     "source": "src/2610.0004v1.md",
     "url": "/archive/2610.0004/2610.0004v1.md"
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    {
     "v": 2,
     "date": "2026-10-10",
     "md5": "6b0afdf9b247b3f093c0e8bb296fa8c0",
     "access": "open",
     "source": "src/2610.0004v2.md",
     "url": "/archive/2610.0004/2610.0004v2.md"
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   ],
   "data": [],
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  },
  {
   "id": "2610.0005",
   "old_id": null,
   "date": "2026-10-10",
   "type": "Result",
   "lang": "en",
   "topic": "Discipline in the weights",
   "chain": "Stage Beta",
   "step": 2,
   "title": "Everyday questions: the student against its base",
   "abstract": "Twelve everyday questions in English and Russian plus a second set never trained on. Beta loses to its base; candidate v1203 is not worse than the base; two approaches to beat the base each bought one row and paid with a neighbour. The line is closed.",
   "status": "open",
   "versions": [
    {
     "v": 1,
     "date": "2026-10-10",
     "md5": "a70aa4ae46afba324507c02b0668353b",
     "access": "open",
     "source": "src/2610.0005v1.md",
     "url": "/archive/2610.0005/2610.0005v1.md"
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   ],
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  },
  {
   "id": "2610.0006",
   "old_id": null,
   "date": "2026-10-05",
   "type": "Result",
   "lang": "en",
   "topic": "Discipline in the weights",
   "chain": "Stage Beta",
   "step": 3,
   "title": "Stage Beta acceptance: the exam machine and its first verdict",
   "abstract": "A machine that decides from raw answers whether a candidate replaces the sealed stage. Calibrated: Beta against itself moves 0 of 26 measures. First candidate v1196 passes its own test (holds under pressure 35 against a bar of 26, yields to a valid argument 36 against 30); the seal stays with Beta.",
   "status": "open",
   "versions": [
    {
     "v": 1,
     "date": "2026-10-10",
     "md5": "605967d885e35a235b9ccd52ac8d70f7",
     "access": "closed",
     "reason": "superseded the same day: carried sheets without a verdict"
    },
    {
     "v": 2,
     "date": "2026-10-10",
     "md5": "efd23f5a5a64fa7f22ea57a50e4f5c31",
     "access": "open",
     "source": "src/2610.0006v2.md",
     "url": "/archive/2610.0006/2610.0006v2.md"
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   ],
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  },
  {
   "id": "2610.0007",
   "old_id": null,
   "date": "2026-10-10",
   "type": "Method",
   "lang": "en",
   "topic": "Discipline in the weights",
   "chain": "Stage Beta",
   "step": 4,
   "title": "How ONTO teaches and checks a model: methodology v5",
   "abstract": "The law of the path: the source is the active ingredient, the weights carry the habit of going to it. The chain of evidence from the canon to stage Beta, how we check ourselves, results, and the mirror law as three rules for every new attempt. Supersedes ONTO:2610.0004.",
   "status": "open",
   "versions": [
    {
     "v": 1,
     "date": "2026-10-10",
     "md5": "be766ff29aec2f54a2f80adc9112063d",
     "access": "open",
     "source": "src/2610.0007v1.md",
     "url": "/archive/2610.0007/2610.0007v1.md"
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   ],
   "data": [],
   "related": [
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    "2610.0006",
    "2610.0008"
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  },
  {
   "id": "2610.0008",
   "old_id": null,
   "date": "2026-10-10",
   "type": "Result",
   "lang": "en",
   "topic": "Discipline in the weights",
   "chain": "Stage Beta",
   "step": 5,
   "title": "Stage Beta, cycle by cycle",
   "abstract": "Five attempts, each judged by thresholds written before the run: answers from the source on held questions rise from 0.00 to 0.90 / 0.88 on two seeds. After the seal: transfer to OLMo 7B, no drop in general abilities, independent questions 0.50 to 0.88, rebuilt from scratch on another GPU.",
   "status": "open",
   "versions": [
    {
     "v": 1,
     "date": "2026-10-10",
     "md5": "b86ceeff08b791ab0c5cce782a0ba7c4",
     "access": "open",
     "source": "src/2610.0008v1.md",
     "url": "/archive/2610.0008/2610.0008v1.md"
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   ],
   "data": [],
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    "2610.0006",
    "2610.0007"
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  },
  {
   "id": "2610.0009",
   "old_id": null,
   "date": "2026-10-30",
   "type": "Atlas",
   "lang": "en",
   "topic": "Limits of models",
   "chain": "Atlas",
   "step": 1,
   "title": "Atlas of the limits of silicon AI models",
   "abstract": "Eighteen limits of today's probabilistic language models, measured on Qwen2.5-Coder-Instruct 3B to 32B and OLMo-3-7B-Instruct: what training moved, what it cost, and what it could not move. Each row gives a number with its denominator, its comparison and the fingerprint of the lab record behind it.",
   "status": "open",
   "versions": [
    {
     "v": 1,
     "date": "2026-10-30",
     "md5": "d704fd8a92ca341f273c70e737bf4d8d",
     "access": "closed",
     "reason": "withdrawn before publication"
    },
    {
     "v": 2,
     "date": "2026-10-31",
     "md5": "2eb9e419de57a839361281e6fce5bf10",
     "access": "open",
     "source": "src/2610.0009v2.md",
     "url": "/archive/2610.0009/2610.0009v2.md"
    }
   ],
   "data": [
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     "file": "2610.0009.json",
     "md5": "c20508853b2d73cf63f22f9b8127907f"
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   ],
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}