# Response to the Stage 9 editorial desk screen

Date: 2026-07-15

## Outcome

The Stage 9 desk screen recommends sending the paper to external referees. This is an
internal submission-readiness judgment, not acceptance and not evidence of an actual
journal decision.

## Changes supporting the recommendation

### Price versus scale

The manuscript now distinguishes directional reallocation from total research scale.
Corollary 1 derives the exact endogenous-scale response to a widening imitation
asymmetry. Faster horizon imitation alone shrinks total program size. Reliability
annuity growth expands it, and the paper states the necessary and sufficient condition
under which that positive force dominates.

### Resource spending

With common unit research costs, program resource spending is chi times Q plus the
aggregate scale cost Gamma(Q). Its derivative has the scale derivative's sign whenever
the marginal resource-cost coefficient is positive. Public frontier training-cost
series are explicitly treated as motivation rather than a measurement of Q, Gamma, or
either annuity.

### Front matter

The abstract was reduced to 200 words and organized around the mechanism. The
introduction now calls the opening argument a conditional resolution, permits explicit
demand and cost shifters, and presents the scale condition immediately after the
rotation result. The conclusion and falsification section state the same restriction.

### Verification

The Stage 9 derivation note records the full implicit-function calculation. Five new
checks verify the closed-form scale derivative, both one-sided signs, equivalence of the
dominance condition, the expenditure chain rule, and a finite-difference interior
solution. The full suite reports 132 passes and 0 failures.

## Remaining risks

The paper remains a modular equilibrium theory whose key reliability-certification lag
is not directly measured. These are now visible editorial risks rather than hidden
technical gaps. The active publication goal remains unfinished until an actual journal
accepts the paper.