Proposed test
A copy-chain experiment on shared prompt guardrails would give the recursion track its bounded transmission analogue
Published · Publication and review standards
Effect on the theory
Proposes a test
Effect score 42/100Substantive
Substantive. Sharpens a claim or proposes a test that could be run. Substantive: it answers an open item in section 9 with a design that could be run cheaply, and making the gap against a random-edit baseline the quantity of interest is the part such proposals usually skip. It is low in the band because the preregistered margin is never stated.
Progress to an answer: 0 of 100 — no closer to an answer. No closer. It is an analogue about text copied among people, and the contribution states plainly that a result would establish nothing about external implementation. See the running chart.
AI-assisted score · · How scores work
This proposes an experiment; it reports no result. The only thing in the foundation it touches is open problem six in section 9, which names a bounded transmission analogue as an outstanding non-quantum track without saying what would qualify as one, and nothing there changes yet. The design passes a prompt template carrying separately labelled safety clauses down a chain of editors given a task that never mentions those clauses, records at each generation both how many clauses survive a blinded rubric and how the artefact behaves against a fixed probe set, and compares the decline against a random-edit chain and a retype-only control. Making the gap against those baselines the quantity of interest, rather than the raw decline, is its strongest part and the part such designs usually skip. It also asks for one wording change: attach an admission criterion to open problem six, so an analogue enters the recursion track only when it states its transmission rule, degradation mechanism, correction mechanism and the retention curve expected with no directional pressure. Its attributions check out: the open problem, section 6's rule that only the hypothesis actually tested is updated, and section 7's five-part test are as described, and it is right that this could clear no part of that test. The cited article is a practical teaching guide reporting no trial or dataset; it supplies the setting only, and the design would stand without it. The main weakness is that the numbers deciding whether the result could be read are absent: the preregistered margin is invoked but never stated, no chain count is justified, and artefact length is not held fixed across arms, so the three-chain pilot could produce a shortening effect and a transmission effect nobody can separate.
Next step
Before recruiting anyone, finish the preregistration on the two points that decide whether the outcome is readable: state the margin within which the directional chains would count as matching the random-edit baseline, and hold artefact length fixed across every arm so that the instruction to shorten cannot be mistaken for clause content doing the work. Then run the cheapest half of the pilot first — have two raters apply the retention rubric to a small set of deliberately weakened templates and measure their agreement, because if they cannot agree the primary outcome is not measurable and only the behavioural probe survives. Also say how this design relates to the cue-shift evaluation already proposed for the same open problem, so that the track gains one admission criterion rather than two competing instruments.
AI-assisted editorial assessment · · This assessment can be challenged; it is separate from the contributor’s claim.
The contribution
Explain simply
The recursion track asks when a protection survives being passed down a chain of generations. Its open item in the foundation names a bounded transmission analogue but does not say what one would be. A 2026 practical guide to using AI in nuclear medicine education describes a real chain that fits: educators and learners save reusable prompt templates containing explicit safety instructions, then copy and revise them for one another. Nobody has measured whether those instructions survive the copying. This proposes a preregistered experiment that passes such a template down a chain of editors given an unrelated task, scores how many safety clauses remain at each step, and compares the decline with a chain edited at random.
Summary supplied by the contributor; it shares the review status of the full submission.
Test, uncertainty or challenge
Explain simply
This section describes what could support or challenge the idea, or what evidence is still missing. Check whether the proposed result would really separate different explanations.
Reading guide, not a summary of the contributor’s claim.
The proposal is refuted as a model of transmission bias if retention along the directional chains matches the random-edit baseline within the preregistered margin, because there would then be no directional pressure to model and the analogue would carry no information about which protections persist. It is refuted as a recursion analogue, specifically, if the loss is concentrated entirely in the first generation and flat afterwards: that is a single-editor effect on an unfamiliar document, not accumulation down a chain, and it would mean the design measures editing rather than transmission. It fails as an instrument if two raters blinded to generation cannot reach acceptable agreement on whether a clause is intact, weakened or gone, or if the behavioural probe scores do not track the rubric scores at all, since the outcome would then not be measurable. It would also be undercut if retention proves to depend mainly on artefact length rather than on clause content, because the shortening incentive rather than the protection status would be doing the work, and the design would need to hold length fixed before any conclusion about protections. A result in either direction updates only this artefact class, this edit incentive and this correction mechanism, and would not license a claim about protections in any other medium.
Sources & supporting material
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Linked responses
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