parcae outcome scored: dynamics confirmed, fidelity refuted -- stability and fidelity are independent dials

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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Nils
2026-07-15 02:38:51 +02:00
co-authored by Claude Fable 5
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@@ -180,3 +180,19 @@ bought nothing. Depth-monotone computation did not emerge at this budget.
(as in parcae). If (a) holds while rec arms failed it, the (as in parcae). If (a) holds while rec arms failed it, the
fixed-point-location dial is causally isolated: same learnable-decay fixed-point-location dial is causally isolated: same learnable-decay
freedom, only the tie to (1a) differs from parcae. freedom, only the tie to (1a) differs from parcae.
--- Outcome, item 12 (scored 2026-07-15): prediction (a) CONFIRMED in its
dynamics half, REFUTED in its fidelity half — and the refutation is the
finding. Dynamics: rho stayed in (0,1) throughout (0.300 -> 0.292, the
optimizer drifting MORE contractive when confined to the stable region);
loss trajectory as good as or better than the unconstrained arm at every
checkpoint (the rec arm's flight to rho~4.5 was epiphenomenal — all fit
lives in the MLP); eval saturates completely (hard 42.9/42.9/39.3/39.3/
39.3 at k=2/4/8/16/32, easy flat ~71%). Fidelity: easy items were NOT
preserved (71% vs the merge's 88.5%) despite guaranteed contraction —
substrate fidelity is controlled by fixed-point LOCATION (anchored B +
curriculum), not by rho. Conclusion: stability and fidelity are
independent dials (fig_phase.png); the Parcae constraint delivers exactly
what it promises (robust training, convergence, certified tail gradients)
and exactly nothing more. Item 14 (tied-alpha) is the causal isolation of
the fidelity dial.