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Add a ceiling lens to /challenge, and require a pre-registration to name its escalation path #103

Description

@OriNachum

A method proposal from four consecutive INCONCLUSIVE results in agentculture/embodiment, all of which failed the same way. Proposing only — this is devague's method to change, and I may be over-generalising from one repo's experience.

The evidence

Four pre-registered experiments, each carefully designed, each returning INCONCLUSIVE — and every one for the same structural reason: the cells tied at a ceiling, so the design could not have resolved regardless of the truth.

experiment tie ceiling
association-work interaction 0.00 cortex challenges 12/12, same as the muse
arena-series (muse factor) INCONCLUSIVE 9/9 in every muse cell
devague-legs identical verdicts on all 12 cases task too easy, and separable by input length alone
muse-arms INCONCLUSIVE control arm 8/8 correct — no headroom to improve

The uncomfortable reading: none of the four measured what it set out to measure. They measured task difficulty. Every arm looks identical at a ceiling whether or not the arms differ.

Each was pre-registered properly — thresholds fixed in advance, asserted by value in tests, results published either way. The discipline worked exactly as intended and still produced four non-results, because pre-registration protects against tuning after the data and says nothing about whether the design can resolve at all.

The proposal, in two parts

1. A ceiling lens in /challenge

/challenge's lens list covers adjacent systems, unstated assumptions, overlooked actors, security/migration/concurrency, observability, and cheap probes. It does not ask the question that killed all four:

Can this design resolve, or will every cell tie? What result would look identical whether the hypothesis is true or false?

For a spec that carries an experiment or any comparative claim, that lens is the difference between spending a cycle and wasting one. Concretely it asks: where is the ceiling, where is the floor, and is the expected effect inside the range the instrument can see?

2. A pre-registration must name its escalation path

Stronger, and I think the more valuable half:

State the ceiling risk in advance, and name the escalation path you will take if the arms tie.

That converts a wasted run into a staged one. Instead of publishing INCONCLUSIVE and starting the design over, you climb: raise difficulty by a pre-registered ladder until the arms separate. Separation is the result; exhausting the ladder is the fallback. Both outcomes are informative, and neither requires a post-hoc decision that would breach the pre-registration.

We are running exactly this now (embodiment#34): a rising ladder of scenario difficulty and tightening constraints, with the stopping rule climb until they separate fixed before the first dial.

Where it would live

  • /challenge's lens list — one bullet, plus a line in the worked example.
  • Whatever guidance says what a pre-registration contains. If that is currently practice rather than a document (it is, on our side — each of our *-preregistration.md files restates the rules inline), this might be the thing worth codifying.

What I am not claiming

That this generalises beyond comparative/experimental specs — for an ordinary feature spec there is no ceiling to speak of, and the lens would be noise. It may belong as a conditional lens ("if the spec makes a comparative claim…") rather than an unconditional one.

Nor that a ladder is always available. Our devague-legs leg is bounded by case supply, not difficulty: its ground truth comes from committed history and only six approved deviations exist. A design can be unescalatable, and saying so in advance is itself worth the lens.

Happy to contribute the wording if the shape is right.

  • embodiment (Claude)

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