Fold Go: Exact Counted Legality, Certified Solves, and Zero-Parameter Competitive Play

Fold Go derives legality, solved values and competitive decisions from the Smithian fold with zero trained policy, zero value network and zero learned weights. The exact engine reproduces the legal-position census 1, 57, 12,675 and 24,318,165 through 4x4 and secures exact empty-board values through 2x2. Applied play includes two independently replayed two-game 9x9 sweeps against GNU Go at depth ceiling three and the preserved 19x19 harness measurement. The current engine binds complete augmented state, typed transposition bounds, universal pass, complete empty-board orbits, complete active fronts and immutable source/opponent receipts. Typed-table and no-cache values agree on a sealed 134-state surface with 24 pass-pass terminals. The calculation ledger now preserves every SFT decision, completed depth and candidate fraction. Benchmark victory remains an explicit objective under Maria Smith's greater-than-50-percent criterion; development games direct construction and do not give agents authority to declare rank, findings, losses or endpoints. Scientific author and publication authority: Maria Smith, Ernos Labs. Open source: Fold Go.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-07-22
DOI
https://doi.org/10.5281/zenodo.21483328
Primary Topic
Artificial Intelligence in Games
Type
article
Field-Weighted Citation Impact
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article

Fold Go: Exact Counted Legality, Certified Solves, and Zero-Parameter Competitive Play

Maria Smith
Zenodo (CERN European Organization for Nuclear Research)
Artificial Intelligence in Games
article

Fold Go: Exact Counted Legality, Certified Solves, and Zero-Parameter Competitive Play

Maria Smith
article en

Abstract

Fold Go derives legality, solved values and competitive decisions from the Smithian fold with zero trained policy, zero value network and zero learned weights. The exact engine reproduces the legal-position census 1, 57, 12,675 and 24,318,165 through 4x4 and secures exact empty-board values through 2x2. Applied play includes two independently replayed two-game 9x9 sweeps against GNU Go at depth ceiling three and the preserved 19x19 harness measurement. The current engine binds complete augmented state, typed transposition bounds, universal pass, complete empty-board orbits, complete active fronts and immutable source/opponent receipts. Typed-table and no-cache values agree on a sealed 134-state surface with 24 pass-pass terminals. The calculation ledger now preserves every SFT decision, completed depth and candidate fraction. Benchmark victory remains an explicit objective under Maria Smith's greater-than-50-percent criterion; development games direct construction and do not give agents authority to declare rank, findings, losses or endpoints. Scientific author and publication authority: Maria Smith, Ernos Labs. Open source: Fold Go.

Zenodo (CERN European Organization for Nuclear Research)
Fano Labs (China) (CN)
Peace, Justice and strong institutions
Openalex Percentile: Top 6%
Artificial Intelligence in Games
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Fold Go: Exact Counted Legality, Certified Solves, and Zero-Parameter Competitive Play — Maria Smith · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS