METHODS  ·  KEPT ON RECORD

THE BOOK OF CARDS

CHAPTER ONE  ·  THE HOUSE RULE

REPRODUCIBLE,OR IT DID NOTHAPPEN.

A method you cannot repeat is a rumour.

the back of each card carries the rest

PREFACE

The cookbook of the research arms. Each recipe states its method, its inputs, its expected return, its risk, its audit trail. A claim that cannot survive the card is not published.

THE SHELF →

In an internal 200-question test drawn from six public AI benchmarks, our Hecate method raised Gemini 4 Argon's score from 58% to 85% on the same questions. Internal and not independently audited; some questions were reformatted, so these figures are not comparable to official leaderboards.

In a follow-up open-ended math test (HMMT, BRUMO and CMIMC 2025), the Hecate method scored 84% versus 72% for Gemini 4 Argon answering without code tools. Internal, not independently audited.

PLATE 01 · THE CARD, RULED

THE CARD

Five fields. Adjectives do not survive them.

THE FIRST SHELF

The foundation papers, indexed.

DRAWER I  ·  FOUNDATION PAPERS

Filed in order. Press RE-ORDER to change the sequence.

DRAWER II  ·  CONSCIOUSNESS & SINGULARITY

Updated 2 Nov 2026. Eighteen papers & sealed benchmarks on record. Reproducible, or it did not happen.

Research notes

Fourteen public preprints & sealed benchmarks, freely available.

  1. The Hecate consciousness census
  2. The formula of consciousness
  3. Atomic corrections to a CSL radiation bound
  4. A black-hole-star consistency ledger
  5. Augmenting the human intellect
  6. Augmenting the machine intellect
  7. ARC-AGI-2: The frontier is the method
  8. ARC-AGI-3: The graph remembers
  9. The variance thesis
  10. Polygenic risk scoring in forensic psychiatry
  11. Athena CoordinateLedger (G-0064 · Iacon Research Grants): 100.00% Exact Genomic Interval Agreement Across 3,522 Evaluated LLM Episodes & 5,050 Round-Trips (+11.11 pp ITT Lift on Gemini 3.8 Flash, p=1.62e-27; 98.4%–99.4% Output Token Reduction; MIT Code & CC BY 4.0 Benchmark)
  12. Theia & Full-Stack Hecate vs Claude Opus 5.5 & frontier models (Oct 2026): 84/85 (98.8%) 5-Modality, 57/60 (95.0%) MedXpertQA-MM, 130/160 (81.3% / 83.1% Pass@2) on ARC-AGI-2 / HLE / LAB-Bench / GraphWalks & 580/658 (88.2% / 91.0% Union) on GPQA-D (95.5%), AIME 24/25 (100%), OlympiadBench (96%), MMLU-Pro (97%) & Omniscience/SimpleQA (90%)
  13. Radiology benchmarks and patient benefit
  14. Accuracy is not mortality

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New cards as they are audited. Nothing else.

THE LIST →