30 theses
Theses
Short, numbered claims, each with a defense, its supporting pieces, the framework that formalizes it, the date it was first stated and a revision history. Cite them by number.
Determinacy and Gray Areas4
1Hallucinated certainty is more dangerous than hallucinated citations.Determinacy2Every report of legal uncertainty must say which kind it is: a gap in the research or a gap in the law.Determinacy3Legal openness is measurable as noise-corrected dispersion across lawful judicial postures over fixed, verified law.Determinacy4An instrument that cannot abstain is not measuring.DeterminacyVerification and Usable Law6
5A verification layer is a smoke alarm, not a building code.Verification6The question is not "is this good law" but "is this proposition usable here, now, for this client."Verification7Right law at the wrong stage is wrong law.Verification8Motions are lost on what is missing, not on what is present.Verification9Treatment attaches to holdings, not to cases.Verification10A treatment label that has not earned the right to exclude authority may only rank it.VerificationAdversarial Reasoning5
11An opposition system must build the counter-model, not generate a rebuttal.Adversarial12Direction is a property of a holding, not of a case.Adversarial13Adverse authority is found by searching for the rejection, not the rule.Adversarial14No argument exists before the posture, the standard and the burden are fixed.Adversarial15Silence is not a disposition; a concession is an affirmative, scoped act.AdversarialLegal Knowledge Engineering5
16Law behaves like a versioned codebase and can be governed like one.Knowledge Engineering17Overruling precedent is a force push and should require gated conditions.Knowledge Engineering18Legal reasoning operates on propositions, not topics.Knowledge Engineering19A "therefore" must cross a recognized bridge.Knowledge Engineering20A system is structurally reliable only for the errors its representation records.Knowledge EngineeringLegal AI System Design6
21Every legal output must be explainable, grounded in validated authority, testable and versioned.System Design22Generators must never originate citations.System Design23A benchmark that grades only what is present grades the wrong thing.System Design24A system must be able to halt without producing a confident output.System Design25Starting an agent is a prompt; stopping one is judgment.System Design26Openness is the mechanism of trust.System DesignMachine Jurisprudence4
27The question is not whether machines can replace judges, but which part of judging is verification and which is discretion.Machine Jurisprudence28Measurement comes before adjudication: a legal machine should hand over a thread, not a verdict.Machine Jurisprudence29Method before power: interpretive canons should govern how law is read, not who reads it.Machine Jurisprudence30Judgment is what the signature warrants.Machine Jurisprudence