Seldon

Seldon, an AI infrastructure company, argues that many production LLM calls are repeated behavioral contracts that cheaper models could serve, and its router and Import Audit tools aim to reconstruct …

Seldon's Trace Audit v0 clusters LLM traces into compilable programs using hard contract blocks and block-local DBSCAN on a short deterministic feature string, achieving 1.000/0.9999/1.000 pair precis…