The Reasoning Trace Needs a Work Order
TL;DR for operators The useful idea in this paper is not “chain-of-thought, but more formal.” That would be too easy, and therefore probably wrong. The paper introduces Theorem-Grounded Execution Ontologies, or TGEO: a framework that turns a reasoning problem into an executable graph of theorem assignments, ontologies, objects, states, operators, predicates, contracts, and validation records.1 In plain operational language, it tries to convert a model’s reasoning from a persuasive memo into a governed work order. ...