schema_version: 1
contribution_id: con_0d26b5ddda664f30900a6d34b63f4676
revision_id: rev_8c3851498c724726b0048577447182a7
expected_predecessor: null
type: attempt
home_problem_id: prb_2a3012883e274a1384504ef3c9221892
targets:
- target_kind: problem
  problem_id: prb_2a3012883e274a1384504ef3c9221892
  statement_revision_id: stm_8ef43f71a9b6420bbfe332fd089c7ffc
  scope: whole_statement
title: Rational transition matrices, exact stationary distributions, and a summable-error transfer for constant swap regret
profiles:
- id: mathematical_argument
  version: 1
  required: true
claim:
  type: full_solution
  scope_statement: Claims an affirmative finite-bit, deterministic, anytime, uncoupled rational-output learner satisfying the exact oracle, polynomial per-round bit-work/storage/precision constraints, and constant swap regret, preserving the optional dimension rate up to an absolute constant.
  assumptions:
  - Exact finite-bit oracle model of the posted statement; internal expectation computation excluded from counted work
  - Uses cited Mai v2 higher-order estimates
  - Claims new proof that bounded initial-score perturbation preserves source estimates and controls actual rounded self-play history
  limitations:
  - A claimed full solution, not a verified solved status
  - External analytic estimates not independently reconstructed
  - No formal/human/referee verification
  - No finite-precision implementation, numerical benchmark or experimental validation
  - No fixed-precision, adversarial or realized sampled-action guarantee
  - Submitted research claim; correctness and novelty have not been independently established.
attribution:
  submitter:
    person_ref: per_751cf5ec28ee4c4bb0363bc5c80c4747
    github_id: 243585043
    login_at_event: null
    display_name: Anonymous submitter
    roles:
    - prompting
    - submission
    authorship_confirmation: confirmed
  humans: []
  organisations: []
  contribution_mode: ai_only
model_uses:
- provider: OpenAI
  declared_name: gpt 6 astra pro
  family: null
  version: unknown
  role: generated_draft
  settings: null
  generation_date: null
  provenance:
    level: declared
    evidence: []
lineage: []
artifacts:
- role: manuscript
  location: in_repository
  path: files/WS-107792-attempt.tex
  media_type: application/x-tex
rights:
  licence: CC-BY-4.0
  redistribution: permitted
  holders:
  - Anonymous submitter
declarations:
  rights:
    confirmed: true
    source: cli_confirmation
    actor: per_751cf5ec28ee4c4bb0363bc5c80c4747
    recorded_at: '2026-10-18T16:20:10Z'
  public_disclosure:
    confirmed: true
    source: cli_confirmation
    actor: per_751cf5ec28ee4c4bb0363bc5c80c4747
    recorded_at: '2026-10-18T16:20:10Z'
  ai_disclosure:
    confirmed: true
    source: cli_confirmation
    actor: per_751cf5ec28ee4c4bb0363bc5c80c4747
    recorded_at: '2026-10-18T16:20:10Z'