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TCM Semiring-Contraction Route

Programme placement

Tropical Contraction Machines are a MATHSOLVE route class for finite proof obligations whose search space can be represented as a semiring tensor network.

They are not a fourth pillar and not a trusted theorem prover.

MATHFORGE  -> identify finite/discretizable proof debt and emit problem cards
MATHSOLVE  -> run TCM search and emit artifacts
MATHCERT   -> replay certificates and decide claim status

Binding doctrine:

Search tropical; certify formally.

Route status

Field Value
Route family SEMIRING-CONTRACTION/TCM
Pillar owner MATHSOLVE
Certification owner MATHCERT
Intake owner MATHFORGE
Trusted base external checker, Lean import, or small replay checker
Forbidden claim TCM proves theorems
Allowed claim TCM emits checkable finite artifacts

Eligible obligations

MATHFORGE may route a problem card to TCM when the obligation is finite, bounded, or faithfully discretized and has one of these shapes:

  • SAT / MaxSAT / pseudo-Boolean / QUBO;
  • finite-domain CSP;
  • graph optimization;
  • bounded counterexample search;
  • finite model or witness search;
  • exact counting or degeneracy audit;
  • route-selection as a finite optimization problem.

The semantic correspondence between the mathematical subclaim and the finite encoding must be separately recorded. Encoding is a mathematical act, not an implementation detail.

Trust rule

TCM outputs are evidence until checked.

Output Status before MATHCERT Promotion condition
witness candidate direct replay/check
counterexample candidate direct replay/check
exact contraction trace evidence replay by small checker
OPB/PB certificate artifact PB checker accepts
soft tropical gradient heuristic never proof-relevant alone
visual audit pedagogy never proof-relevant alone

Fixture ladder

Fixture 006 is the first certificate-interchange milestone for the route.

  • MATHSOLVE owns the executable artifact emitter.
  • MATHCERT owns the PB replay checker.
  • MATHFORGE owns the finite-obligation intake pattern.
  • MATH-PROGRAMME owns this route doctrine and ledger.