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19
Legal Knowledge Engineering

A "therefore" must cross a recognized bridge.

First stated 12 June 2026 in What a Best-in-Class Opposition System Must Actually Do

Defense

Fabricated citations have a source of truth: a database can say whether a case exists. Inferential errors do not. A synthesis can cite only real cases, characterize each accurately, and still connect them by reasoning no court has recognized, for example by grouping holdings under different constitutional provisions into a principle none of them announced. The "therefore" floats free.

Legal reasoning is constrained, not creative. Authority does not transfer from a decided case to a new one by itself. It travels by a small set of recognized moves: a holding applied to facts inside it, an established multi-case test adopted by a controlling court, a rationale extended by acknowledged analogy, an a fortiori step, the surviving portion of a partially overruled case, a canon of construction, a doctrinal lineage developed case by case. Each move has conditions. The Twelve Bridges framework catalogs the legitimate mechanisms in four groups, authority-based, reasoning-based, evolution-based and policy-based, together with the recurring fault patterns that characterize inferential hallucination.

A catalog of this kind works as a whitelist. The audit question for any inference is whether the authority satisfies the conditions of the bridge claimed for it. Often it does not: the quoted language is dicta, the case binds a different court, the rule was announced in a different posture. Sometimes no bridge is claimed at all, as when three cases are grouped by theme with no shared holding, or a dissent is quoted as law. Then the other side is entitled to say that the "therefore" is argument, not law.

A shared catalog is what lets reasoning be audited rather than trusted, by a lawyer at midnight or by a system checking every inference in parallel.

Supporting pieces

Related framework

Revision history

26 Jun 2026Added to the Theses.

How to cite this thesis

Computational Law Institute (2026, June 26). Thesis 19: A "therefore" must cross a recognized bridge.. https://institute.legawrite.ai/agenda/theses/19

Cite the thesis by number and the date of the revision you relied on.