CLASSIFY: L1
# AI Use Disclosure (Hexagon supplementary material)

This submission is machine-generated by the PIVOT-01 federation orchestrator
(an AI agent system) as part of an explicit experiment in machine-checked
adjudication infrastructure. Per Hexagon policy, the contributing human
account holder does not claim human understanding of every derivation step;
good-faith correctness belief rests on:

1. All enumeration certificates (lattice laws over 1331 triples; lifecycle
   transition graph) are exhaustive and reproducible from the pinned scripts.
2. All interval certificates use outward rounding and are negative-controlled.
3. Lean artifacts are kernel-checked (native_decide) and additionally pass
   strict cloud verification (Axle verify_proof: no sorry, whitelist axioms,
   signature match) where the public environment supports the dependencies.
4. Empirical claims are stated with rule-of-three bounds and no guarantee
   wording.

Model transcripts and prompts for the derivation sessions are retained in the
federation ledger (chepin-ai/vci-ledger, ledger/wild-q-book) and can be
furnished on request to admin@hexagonmath.org.