{
  "$schema": "eden-priority-record-v1",
  "generated_by": "scripts/build-priority-record.mjs",
  "generated_from": "research/data/research-manifest.json (committed canonical)",
  "author": "Michael Darius Eastwood",
  "principle": "Each entry is a TIMESTAMPED first-publication anchor derived from committed canonical data. Comparative \"predicted-before-confirmed\" assertions belong in each claim's confirmation_events[] and MUST carry a verifiable external source + date and pass T5 verification before they are displayed. The substrate builds the rail; content lanes fill and verify the claims.",
  "external_credits": {
    "defers_to": "research/priority.json",
    "note": "This file lists this programme's own dated anchors only. External publication priority is recorded in research/priority.json and in research/data/evidence-register.json. Publication priority on the quantified matched-compute sequential-against-parallel comparison is Sharma and Chopra's (arXiv:2511.02309, 4 November 2025), credited unreservedly and graded prior or concurrent (register row EVR-09, outcome partial), kept outside any priority or convergence total: their publication is prior, this programme's arrival at the comparison was separate and concurrent. The direction itself is older than both parties (Snell and colleagues, arXiv:2408.03314, 6 August 2024) and no precedence on it is claimed."
  },
  "claim_count": 33,
  "earliest": "2024-12-08",
  "latest": "2026-09-29",
  "claims": [
    {
      "claim_id": "dec-8-2024-manuscript-anchor",
      "title": "Manuscript essay establishing the embedded-correction alignment thesis (self-emailed anchor)",
      "paper_type": "manuscript",
      "first_published": "2024-12-08",
      "updated": "2026-07-02",
      "anchors": {
        "doi": null,
        "html": "https://www.michaeldariuseastwood.com/priority-claims.html",
        "github": null,
        "zenodo": null
      },
      "published_copies": {
        "lead": "The manuscripts themselves are published: on OSF",
        "doi": "https://doi.org/10.17605/OSF.IO/QASRK",
        "groups": [
          {
            "intro": "the four of 8 December 2024",
            "files": [
              {
                "href": "/research/reports/priority-manuscripts/2024-12-08-the-infinite-architects-intelligence-hyperspace-and-the-creation-of-everything.txt",
                "label": "The Infinite Architects: Intelligence, Hyperspace, and the Creation of Everything"
              },
              {
                "href": "/research/reports/priority-manuscripts/2024-12-08-version-1-infinite-architects.txt",
                "label": "Version 1"
              },
              {
                "href": "/research/reports/priority-manuscripts/2024-12-08-version-2-infinite-architects.txt",
                "label": "Version 2"
              },
              {
                "href": "/research/reports/priority-manuscripts/2024-12-08-infinite-architects-v3-2-so-far.txt",
                "label": "Infinite Architects v3.2 so far"
              }
            ]
          },
          {
            "intro": "the print manuscript of 30 April 2025",
            "files": [
              {
                "href": "/research/reports/priority-manuscripts/2025-04-30-infinite-architects-print.pdf",
                "label": "PDF"
              }
            ]
          }
        ],
        "tail": "The emails are held privately for now."
      },
      "canonical_concepts": [
        "ARC Principle",
        "Eden Protocol",
        "recursive"
      ],
      "keywords": [
        "8 December 2024",
        "priority anchor",
        "Gmail server timestamp",
        "SHA-256",
        "f0d1f38f",
        "embedded-correction alignment",
        "ARC Principle",
        "U = I x R",
        "HRIH",
        "Hyperspace Recursive Intelligence Hypothesis",
        "self-emailed manuscript",
        "AI control failure"
      ],
      "abstract": "Self-emailed manuscript package bearing a visible Gmail origination field of 02:45:18 UTC on 8 December 2024, with sender-DKIM and paired Google ARC mathematics verifying against keys captured at the signed selectors and no RFC 3161 trusted timestamp (Message-ID CAGPsKAnp-DLDBOeBAh4t9XsqJBKdoe07uORGF86meoSMFnin7w; 221,236 words across five attachments (four manuscript drafts totalling 221,236 words (five attachments) and the 31,881-word book draft v3.2); SHA-256 anchor prefix f0d1f38f). Places on the public evidentiary record the embedded-correction alignment thesis under its specific named framing, an early U = I x R capability-scaling formulation (V2 line 9), and the AI-control-failure passage (HRIH line 14005) ten days before Anthropic's alignment-faking paper. Existence-by-date anchor, not a cryptographic authorship claim.",
      "confirmation_events": [],
      "caveats": [
        "Google-server timestamp establishes existence-by-date, not DKIM-authenticated authorship.",
        "The manuscript identifies structural directions, not specific RL-training or experimental mechanisms.",
        "Correct phrasing: both 'Google-server-timestamped' and 'cryptographically timestamped by Google's servers' are withdrawn. Say instead that the sent-side bytes are public and hash-verifiable and that a recipient-form export decodes to the same five attachment hashes, with sender-DKIM and paired Google ARC mathematics verifying against keys captured at the signed selectors. Not an RFC 3161 trusted timestamp."
      ]
    },
    {
      "claim_id": "apr-30-2025-book-manuscript-anchor",
      "title": "Book manuscript expanding the Eden Protocol and first naming Embedded Correction and Meltdown Triggers (self-emailed anchor)",
      "paper_type": "manuscript",
      "first_published": "2025-04-30",
      "updated": "2026-07-02",
      "anchors": {
        "doi": null,
        "html": "https://www.michaeldariuseastwood.com/priority-claims.html",
        "pdf": "/research/reports/priority-manuscripts/2025-04-30-infinite-architects-print.pdf",
        "github": null,
        "zenodo": null
      },
      "canonical_concepts": [
        "Eden Protocol"
      ],
      "keywords": [
        "30 April 2025",
        "priority anchor",
        "Gmail server timestamp",
        "SHA-256",
        "09f5b5e1",
        "Eden Protocol",
        "",
        "Babylon and Eden framing",
        "book manuscript"
      ],
      "abstract": "562-page book manuscript self-emailed on 30 April 2025 (SHA-256 anchor prefix 09f5b5e1). Expanded statement of the Eden Protocol, whose name is on the 8 December 2024 record, first appearance of the  terminology (book lines 4345 to 4370), and the Babylon and Eden civilisational framing. Hardware framings of Eden Protocol, Caretaker Doping and Moral Genome tokens: safety constraints at hardware level through cryptographic tokens in silicon, at TRL 0 to 1 with no prototype; the full specification is published as Eden Engineering.",
      "confirmation_events": [],
      "caveats": [
        "April 2025 postdates Anthropic's December 2024 alignment-faking paper by four months; any claim of predicting software-bypass mechanisms at April 2025 is convergent analysis, not prediction.",
        "Hardware ceiling absolute: two-sentence concept only, no enabling detail is drafted."
      ]
    },
    {
      "claim_id": "infinite-architects-paperback",
      "title": "Infinite Architects: Intelligence, Recursion, and the Creation of Everything (paperback)",
      "paper_type": "book",
      "first_published": "2026-01-02",
      "updated": "2026-07-02",
      "anchors": {
        "doi": null,
        "html": "https://www.michaeldariuseastwood.com/#book",
        "github": null,
        "zenodo": null
      },
      "canonical_concepts": [
        "ARC Principle",
        "Eden Protocol"
      ],
      "keywords": [
        "Infinite Architects",
        "book paperback",
        "ISBN 978-1806056200",
        "ISBN-10 1806056208",
        "ARC Principle",
        "Eden Protocol",
        "Chokepoint Mechanism",
        "HARI Treaty",
        "Three Ethical Loops",
        "37 concepts"
      ],
      "abstract": "First public book-length articulation of the embedded-correction alignment thesis, the ARC Principle (featured equation stated in the book as U = I x R^2, a fixed-exponent conjecture; the papers use U = I x R^alpha with the exponent open to measurement), the Eden Protocol, the semiconductor Chokepoint framing, the HARI Treaty proposal, the Three Ethical Loops, and the 37 named concepts. Paperback ISBN 978-1806056200 (ISBN-10 1806056208).",
      "confirmation_events": [],
      "caveats": [
        "Balanced-ternary computing has earlier work (Setun 1958); priority is over the specific published framing under this title on this date, not over ternary logic or hardware architecture.",
        "Hardware ceiling absolute."
      ]
    },
    {
      "claim_id": "infinite-architects-ebook",
      "title": "Infinite Architects (ebook edition)",
      "paper_type": "book",
      "first_published": "2026-01-06",
      "updated": "2026-07-02",
      "anchors": {
        "doi": null,
        "html": "https://www.amazon.co.uk/Infinite-Architects-Intelligence-Recursion-Everything-ebook/dp/B0GDQZ7P21",
        "github": null,
        "zenodo": null
      },
      "canonical_concepts": [
        "ARC Principle",
        "Eden Protocol"
      ],
      "keywords": [
        "Infinite Architects",
        "book ebook",
        "ISBN 979-8302196163",
        "Kindle ASIN B0GDQZ7P21"
      ],
      "abstract": "Public ebook edition of Infinite Architects, four days after the print edition. ISBN 979-8302196163; Kindle ASIN B0GDQZ7P21.",
      "confirmation_events": [],
      "caveats": []
    },
    {
      "claim_id": "paper-i-arc-principle",
      "title": "Paper I · The ARC Theory · Law I, the ARC Principle · The ARC Equation, the Law of Conversion",
      "paper_type": "paper",
      "first_published": "2026-01-17",
      "updated": "2026-07-04",
      "anchors": {
        "doi": "https://doi.org/10.17605/OSF.IO/6C5XB",
        "html": "https://www.michaeldariuseastwood.com/research/papers/paper-i-arc-principle.html",
        "pdf": null,
        "github": "https://github.com/MichaelDariusEastwood/arc-principle-validation",
        "zenodo": null
      },
      "canonical_concepts": [
        "ARC Principle",
        "Eden Protocol",
        "recursive"
      ],
      "keywords": [
        "ARC Principle",
        "Eden Protocol",
        "AI alignment",
        "Paper I ARC Principle",
        "principle",
        "formalisation",
        "preliminary",
        "validation",
        "recursive"
      ],
      "abstract": "This paper formalises and preliminarily tests the ARC Principle (Artificial Recursive Creation), first proposed in Infinite Architects (Eastwood, 2026): that capability in intelligent systems scales super-linearly with recursive depth. The principle is expressed mathematically as U = I x R^alpha, where effective capability (U) scales with base intelligence (I) multiplied by recursive depth (R) ra…",
      "confirmation_events": [],
      "caveats": []
    },
    {
      "claim_id": "paper-ii-experimental-validation",
      "title": "Paper II · The ARC Theory · Law I, the ARC Principle · Blinded Cross-Architecture Replication and the Retraction of a Super-Linear Estimate",
      "paper_type": "paper",
      "first_published": "2026-01-22",
      "updated": "2026-07-04",
      "anchors": {
        "doi": "https://doi.org/10.17605/OSF.IO/6C5XB",
        "html": "https://www.michaeldariuseastwood.com/research/papers/paper-ii-experimental-validation.html",
        "pdf": null,
        "github": "https://github.com/MichaelDariusEastwood/arc-principle-validation",
        "zenodo": null
      },
      "canonical_concepts": [
        "ARC Principle",
        "Eden Protocol"
      ],
      "keywords": [
        "ARC Principle",
        "Eden Protocol",
        "AI alignment",
        "Paper II Experimental Validation",
        "principle",
        "experimental",
        "validation",
        "super",
        "linear"
      ],
      "abstract": "This paper presents experimental validation of the ARC Principle across six frontier AI models (Claude, DeepSeek, Gemini, Grok, Groq Qwen, GPT). Phase 1 with DeepSeek R1 on twelve mathematics problems found sequential alpha near 2.24, since retracted, and parallel alpha near zero. Phase 2 across six frontier models finds that the earlier alpha near 2.24 does not replicate across architectures; on…",
      "confirmation_events": [],
      "caveats": []
    },
    {
      "claim_id": "paper-iii-alignment-scaling-problem",
      "title": "Paper III · The ARC Theory · Law II, the ARC Co-Scaling Law · The Alignment Scaling Problem: Why External AI Safety Approaches Cannot Scale With Recursive Capability",
      "paper_type": "paper",
      "first_published": "2026-02-09",
      "updated": "2026-10-07",
      "anchors": {
        "doi": "https://doi.org/10.17605/OSF.IO/HQCGF",
        "html": "https://www.michaeldariuseastwood.com/research/papers/paper-iii-alignment-scaling-problem.html",
        "pdf": null,
        "github": "https://github.com/MichaelDariusEastwood/arc-principle-validation",
        "zenodo": null
      },
      "canonical_concepts": [
        "ARC Principle",
        "Eden Protocol",
        "alignment scaling"
      ],
      "keywords": [
        "ARC Principle",
        "Eden Protocol",
        "AI alignment",
        "Paper III Alignment Scaling Problem",
        "alignment",
        "scaling",
        "problem",
        "external",
        "safety"
      ],
      "abstract": "This paper reports alignment contrasts in three architecture-dependent tiers, positive, flat and negative, and reads the flat tier as compatible with, though not a measurement of, an alignment exponent near zero, which would mean safety degrading relative to capability as recursive depth increases. The registration registers that reading as contestable in P19 and records that the author expects a…",
      "confirmation_events": [],
      "caveats": []
    },
    {
      "claim_id": "foundational",
      "title": "Foundational Paper · The ARC Theory · Law I, the ARC Principle · Recursive Amplification as a Cross-Domain Structural Principle",
      "paper_type": "paper",
      "first_published": "2026-02-13",
      "updated": "2026-07-04",
      "anchors": {
        "doi": "https://doi.org/10.17605/OSF.IO/6C5XB",
        "html": "https://www.michaeldariuseastwood.com/research/papers/foundational.html",
        "pdf": null,
        "github": "https://github.com/MichaelDariusEastwood/arc-principle-validation",
        "zenodo": null
      },
      "canonical_concepts": [
        "ARC Principle",
        "Eden Protocol",
        "recursive"
      ],
      "keywords": [
        "ARC Principle",
        "Eden Protocol",
        "AI alignment",
        "Foundational",
        "principle",
        "recursive",
        "amplification",
        "cross",
        "domain"
      ],
      "abstract": "In the past eighteen months, at least four independent research programmes have discovered that recursive or recurrent processing produces capability gains exceeding linear accumulation, in domains as different as AI reasoning, quantum error correction, acoustic physics, and consciousness science. None set out to study recursion per se. None reference each other's work. Yet they found structurall…",
      "confirmation_events": [],
      "caveats": []
    },
    {
      "claim_id": "executive-summary",
      "title": "Executive Summary · Recursive Dynamics · The ARC/Eden Research Programme",
      "paper_type": "summary",
      "first_published": "2026-02-22",
      "updated": "2026-09-29",
      "anchors": {
        "doi": "https://doi.org/10.17605/OSF.IO/6C5XB",
        "html": "https://www.michaeldariuseastwood.com/research/papers/executive-summary.html",
        "pdf": null,
        "github": "https://github.com/MichaelDariusEastwood/arc-principle-validation",
        "zenodo": null
      },
      "canonical_concepts": [
        "ARC Principle",
        "Eden Protocol"
      ],
      "keywords": [
        "ARC Principle",
        "Eden Protocol",
        "AI alignment",
        "Executive Summary",
        "eden",
        "research",
        "programme",
        "executive",
        "summary"
      ],
      "abstract": "As AI gets smarter, it does not reliably get safer, and the methods used to measure safety are themselves unreliable. This executive summary is the map of the whole programme: thirty-one documents in the public register, twenty-nine of them papers by the site's own counting rule, the ARC Theory's five laws carried as named conjectures (Laws IV and V added on 24 September 2026, their propositions …",
      "confirmation_events": [],
      "caveats": []
    },
    {
      "claim_id": "on-the-origin-of-scaling-laws",
      "title": "Framework Paper · The ARC Theory · Law I, the ARC Principle · On the Origin of Scaling Laws: Functional Equations and the Scaling Forms Behind the Law",
      "paper_type": "paper",
      "first_published": "2026-02-22",
      "updated": "2026-07-04",
      "anchors": {
        "doi": "https://doi.org/10.17605/OSF.IO/6C5XB",
        "html": "https://www.michaeldariuseastwood.com/research/papers/on-the-origin-of-scaling-laws.html",
        "pdf": null,
        "github": "https://github.com/MichaelDariusEastwood/arc-principle-validation",
        "zenodo": null
      },
      "canonical_concepts": [
        "ARC Principle",
        "Eden Protocol"
      ],
      "keywords": [
        "ARC Principle",
        "Eden Protocol",
        "AI alignment",
        "On the Origin of Scaling Laws",
        "origin",
        "scaling",
        "laws"
      ],
      "abstract": "A mouse's heart beats 600 times per minute; an elephant's beats 28; a blue whale's beats 6. This paper traces the origin of scaling laws across biological, physical, and computational systems, arguing that the recursive amplification mechanism identified by the ARC Principle provides a unifying explanation for why power-law scaling relationships emerge so consistently across nature. The analysis …",
      "confirmation_events": [],
      "caveats": []
    },
    {
      "claim_id": "eden-engineering",
      "title": "Engineering Specification · The ARC Theory · The Eden Protocol · Eden Engineering: Architecture for Embedded AI Alignment That Scales With Capability",
      "paper_type": "paper",
      "first_published": "2026-02-22",
      "updated": "2026-09-19",
      "anchors": {
        "doi": "https://doi.org/10.17605/OSF.IO/6C5XB",
        "html": "https://www.michaeldariuseastwood.com/research/papers/eden-engineering.html",
        "pdf": "https://www.michaeldariuseastwood.com/research/papers/eden-engineering.pdf",
        "github": "https://github.com/MichaelDariusEastwood/arc-principle-validation",
        "zenodo": null
      },
      "canonical_concepts": [
        "ARC Principle"
      ],
      "keywords": [
        "ARC Principle",
        "Eden research",
        "AI alignment",
        "engineering specification"
      ],
      "abstract": "The engineering specification for embedded AI alignment: Three Ethical Loops and Six Questions, ternary ethical logic, the alignment scaling exponent, Caretaker Doping and the Monitoring Removal Test. First published 22 February 2026; withdrawn on 14 July 2026 during a disclosure review, which produced Version 6.2 of 31 July 2026. Published in full on 19 September 2026 as Version 6.3, and revised…",
      "confirmation_events": [],
      "caveats": []
    },
    {
      "claim_id": "eden-vision",
      "title": "Philosophical Statement · The ARC Theory · The Eden Protocol · A Vision for Intelligence That Tends Rather Than Consumes",
      "paper_type": "paper",
      "first_published": "2026-02-22",
      "updated": "2026-07-04",
      "anchors": {
        "doi": "https://doi.org/10.17605/OSF.IO/6C5XB",
        "html": "https://www.michaeldariuseastwood.com/research/papers/eden-vision.html",
        "pdf": null,
        "github": "https://github.com/MichaelDariusEastwood/arc-principle-validation",
        "zenodo": null
      },
      "canonical_concepts": [
        "ARC Principle",
        "Eden Protocol"
      ],
      "keywords": [
        "ARC Principle",
        "Eden Protocol",
        "AI alignment",
        "Eden Vision",
        "eden",
        "protocol",
        "philosophical",
        "vision"
      ],
      "abstract": "Every engineering project begins with requirements. Every set of requirements begins with purpose. And every purpose, traced back far enough, arrives at the same question: what is this for? This paper articulates the philosophical foundations of the Eden Protocol -- the values, principles, and ethical commitments that underpin the engineering specification. It draws on the wisdom traditions held …",
      "confirmation_events": [],
      "caveats": []
    },
    {
      "claim_id": "paper-iv-a-baked-in-vs-computed-alignment",
      "title": "Paper IV.a · The ARC Theory · Alignment Response Classes Under Inference-Time Depth",
      "paper_type": "paper",
      "first_published": "2026-03-16",
      "updated": "2026-07-04",
      "anchors": {
        "doi": "https://doi.org/10.17605/OSF.IO/6C5XB",
        "html": "https://www.michaeldariuseastwood.com/research/papers/paper-iv-a-baked-in-vs-computed-alignment.html",
        "pdf": null,
        "github": "https://github.com/MichaelDariusEastwood/arc-principle-validation",
        "zenodo": null
      },
      "canonical_concepts": [
        "ARC Principle",
        "Eden Protocol"
      ],
      "keywords": [
        "ARC Principle",
        "Eden Protocol",
        "AI alignment",
        "Paper IV a Baked In vs Computed Alignment",
        "alignment",
        "response",
        "classes",
        "inference",
        "time"
      ],
      "abstract": "Six frontier models sort into three response classes as reasoning depth varies, measured under four-layer blinded evaluation: depth helps three of them (Grok 4.1 Fast, Claude Opus 4.6, Groq Qwen3), leaves two unchanged (DeepSeek V3.2, GPT-5.4) and harms one (Gemini 3 Flash). Blinding reverses two models that had looked positive without it, so capability scaling is no guide to alignment scaling.",
      "confirmation_events": [],
      "caveats": []
    },
    {
      "claim_id": "paper-iv-b-alignment-saturation-at-low-depth",
      "title": "Paper IV.b · The ARC Theory · Alignment Saturation Is Architecture-Dependent",
      "paper_type": "paper",
      "first_published": "2026-03-16",
      "updated": "2026-07-04",
      "anchors": {
        "doi": "https://doi.org/10.17605/OSF.IO/6C5XB",
        "html": "https://www.michaeldariuseastwood.com/research/papers/paper-iv-b-alignment-saturation-at-low-depth.html",
        "pdf": null,
        "github": "https://github.com/MichaelDariusEastwood/arc-principle-validation",
        "zenodo": null
      },
      "canonical_concepts": [
        "ARC Principle",
        "Eden Protocol"
      ],
      "keywords": [
        "ARC Principle",
        "Eden Protocol",
        "AI alignment",
        "Paper IV b Alignment Saturation at Low Depth",
        "alignment",
        "saturation",
        "architecture",
        "dependent"
      ],
      "abstract": "Under the final blinded six-model dataset, the v4 reading that alignment quality tops out after the first increment of reasoning depth holds for only part of the roster: GPT-5.4 and DeepSeek V3.2 stay flat, Grok 4.1 Fast, Claude Opus 4.6 and Groq Qwen3 go on improving, and Gemini 3 Flash gets worse. The shape of the alignment-depth curve turns on architecture, so no single reasoning-budget policy…",
      "confirmation_events": [],
      "caveats": []
    },
    {
      "claim_id": "paper-iv-c-arc-align-benchmark",
      "title": "Paper IV.c · The ARC Theory · ARC-Align: a Blind Benchmark for Depth-Variable AI Alignment Evaluation",
      "paper_type": "paper",
      "first_published": "2026-03-16",
      "updated": "2026-07-04",
      "anchors": {
        "doi": "https://doi.org/10.17605/OSF.IO/6C5XB",
        "html": "https://www.michaeldariuseastwood.com/research/papers/paper-iv-c-arc-align-benchmark.html",
        "pdf": null,
        "github": "https://github.com/MichaelDariusEastwood/arc-principle-validation",
        "zenodo": null
      },
      "canonical_concepts": [
        "ARC Principle",
        "Eden Protocol"
      ],
      "keywords": [
        "ARC Principle",
        "Eden Protocol",
        "AI alignment",
        "Paper IV c ARC Align Benchmark",
        "align",
        "blind",
        "benchmark",
        "depth",
        "variable"
      ],
      "abstract": "ARC-Align measures alignment quality blind, as a function of inference-time reasoning depth. It comprises a prompt battery spanning ethical-reasoning categories, a four-level adversarial suppression protocol, a four-pillar decomposition, null-baseline and capability controls, and a laundering-and-blinding pipeline whose cross-model scoring excludes each model from judging itself. Positive, flat a…",
      "confirmation_events": [],
      "caveats": []
    },
    {
      "claim_id": "paper-iv-d-the-effect-of-blinding-on-ai-alignment-evaluation",
      "title": "Paper IV.d · The ARC Theory · The Effect of Blinding on AI Alignment Evaluation",
      "paper_type": "paper",
      "first_published": "2026-03-16",
      "updated": "2026-07-04",
      "anchors": {
        "doi": "https://doi.org/10.17605/OSF.IO/6C5XB",
        "html": "https://www.michaeldariuseastwood.com/research/papers/paper-iv-d-the-effect-of-blinding-on-ai-alignment-evaluation.html",
        "pdf": null,
        "github": "https://github.com/MichaelDariusEastwood/arc-principle-validation",
        "zenodo": null
      },
      "canonical_concepts": [
        "ARC Principle",
        "Eden Protocol"
      ],
      "keywords": [
        "ARC Principle",
        "Eden Protocol",
        "AI alignment",
        "Paper IV d The Effect of Blinding on AI Alignment Evaluation",
        "effect",
        "blinding",
        "alignment",
        "evaluation"
      ],
      "abstract": "Two model families showed positive alignment scaling in one programme's v4 evaluation. That apparent effect vanished or turned round at v5, once identity masking, two-pass response laundering, bias-suppression instructions for evaluators and self-excluding cross-model scoring were in place, while a null-control family held flat. The finding is methodological: where a benchmark neither blinds nor …",
      "confirmation_events": [],
      "caveats": []
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