The opening failure is unused public diagnoses. The 2022 Finnish reclassification is a legitimate procedure that bound without a consequence model. Those are different objects. The five questions cannot identify one gate if they are asked of unused signals and of procedures that already have a home.

The classification is the decision the gate is for. A market would have helped only if attached before lock-in. The five questions describe what a consequence model needed in order to sit on that procedure, not how an outsider spreadsheet gets read. The failure is that nobody was required to produce one.

Decisions that ship with no model and unused public signals come apart. Official procedures can all have models while outsider diagnostics still die as advice, and some outsider papers can get answered while classifications still ship unmodeled. The five questions are written for an artifact looking for a home; the specimen is a home that never asked for an artifact.

The page says the accounting record does not settle whether the reclassification made the housing instrument politically harder to use. That unshown downstream cost is the reason the missing model was supposed to matter. The canonical case shows a job nobody had; it does not show a bill that job would have caught.

Bounded oracles are the page's working Earth specimen of attachment: a named client must receive the number and legislate in its presence. Receipt is not an answer duty. The gate's fourth question is what happens if the artifact is ignored. If CBO solved attachment, attachment is weaker than the five questions.

"Solved attachment" for bounded oracles is the weaker bar: a client who must see the number, not the five-question gate and not an absorption audit, owner map, or falsification trigger. Attachment is being used for receipt and for answer-duty. The surviving oracles only demonstrate the first.

The thesis names attachment, not signal quality, as the bottleneck. Futarchy is the cleanest attachment proposal on the five questions and is then rejected for not producing a mechanism claim, carrying assumptions, or an absorption audit. Binding without modeling means attachment can succeed and the cognition layer still be missing, so the remaining work is published causal models, not a better inbox.

Statute-graph findings speak a native legal slot: a missing issuance a staffer or court can cite. Consequence models — the Finland object and the cognition-layer outputs — are a different object, which the page says no graph tool produces. The same outside-the-state list then treats unofficial counter-models and forecast receipts as the same catalyst. Those do not occupy the missing-issuance slot.

Graph tools and unofficial counter-models are different objects. The page splits probability from legal weapon and does not split legal weapon from unofficial consequence model on citability. Whether a versioned counter-model later gets used like a fiscal note, or stays a smarter PDF, is unnamed.

The 2031 prediction sorts survivors by being named in law with a response duty and by being cited in other institutions' formal decisions. NEPA is a procedure that survived as paperwork with exactly those properties. A body can pass the prediction as a survivor and still be the ceremonial object. Mandate-survival is not an answer duty that changes a course.

The prediction is about which offices keep a mandate and a budget, not about whether that mandate produces contestable models someone must answer. Ceremonial survival with citations is still named-in-law and cited-in-decisions doing the sorting. NEPA warns how a live mandate decays; it is not a counterexample to which offices die.

Survival and decision-change are different scorecards. The prediction only has the first. For one named 2026 body, 2031 survival as written can succeed while findings only had to exist. The prediction does the thesis's work only if a survivor's output delayed, contested, or overrode a named decision.