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sim-numerics/results_diag_contraction_sequence.txt
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vvsandClaude Opus 5 0ec7142baf Two audits, both on existing data or traces, method untouched. (1) Where S is evaluated: only in the step length (and simpair, and two refuted modes); the slope gate, the triple by shape, the far end and 'defect' decide by comparing - which is a similarity judgment of the ordinal kind ('which is more similar'), where every decreasing S gives the same decision. Their gains depend strongly on the S in the STEP: triple by shape -493 with the tent, up to +250 with others; defect -283 with the tent, up to +215. The records are the pairing of the tent step with those judgments.
(2) Valeri: 'similarity should solve the flat-family problem'. The similarity of two successive contraction ratios, min/max(rho_n, rho_n-1), was pre-declared as the detector; it FAILS and is inverted - AUC 0.28-0.42 flat against the rest, and 'the contraction did not speed up' fires more on APS (37.6%) than on the flat families (28.2%). The rho sequence shows why: on x^m the method runs a period-4 cycle - two Newton undershoots at exactly (1-1/m)^m (0.328 for m=5, 0.346 for m=9), one crossing, one nearly empty step (rho ~ 1) - so successive ratios are dissimilar, not constant. The safeguard is not the cause: the steps are as proposed. Candidate detectors suggested by the cycle are new hypotheses, not built.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-21 11:16:08 +01:00

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== fun5.1 = x^9 (flat): 88 evaluations
k rho_n=|f_n/f_(n-1)| step as proposed?
0 2.621e+05 CHANGED
1 3.550e-01 yes
2 2.604e-01 yes
3 3.585e-05 yes
4 9.999e-01 yes
5 3.470e-01 yes
6 2.550e-01 yes
7 6.018e+02 yes
8 5.407e-07 yes
9 1.000e+00 yes
10 3.223e-01 yes
11 2.359e-01 yes
12 6.252e-06 yes
13 1.000e+00 yes
14 3.448e-01 yes
15 2.535e-01 yes
16 2.491e+05 yes
17 1.122e-04 yes
18 9.964e-01 yes
19 2.933e-01 yes
20 2.064e-01 yes
21 1.091e-01 yes
22 7.494e-01 yes
23 2.743e-01 yes
24 1.228e-01 yes
25 6.374e-01 yes
26 2.198e-01 yes
27 1.111e-03 yes
28 9.981e-01 yes
29 3.403e-01 yes
30 2.500e-01 yes
31 6.771e+03 CHANGED
32 1.632e-05 yes
33 9.993e-01 yes
34 3.077e-01 yes
35 2.223e-01 yes
36 1.674e-02 yes
37 9.719e-01 yes
38 3.284e-01 yes
39 2.372e-01 yes
== fun4.3 = 6(x-2)^5 on a wide bracket (flat): 113 evaluations
k rho_n=|f_n/f_(n-1)| step as proposed?
0 3.280e-16 yes
1 1.000e+00 yes
2 3.276e-01 yes
3 2.574e-01 yes
4 2.487e-02 yes
5 9.091e-01 yes
6 2.960e-01 yes
7 2.287e-01 yes
8 1.209e-07 yes
9 1.000e+00 yes
10 3.270e-01 yes
11 2.571e-01 yes
12 2.414e-02 yes
13 9.119e-01 yes
14 2.966e-01 yes
15 2.295e-01 yes
16 1.122e-06 yes
17 1.000e+00 yes
18 3.265e-01 yes
19 2.568e-01 yes
20 2.363e-02 yes
21 9.139e-01 yes
22 2.971e-01 yes
23 2.300e-01 yes
24 3.255e-06 yes
25 1.000e+00 yes
26 3.262e-01 yes
27 2.567e-01 yes
28 2.327e-02 yes
29 9.153e-01 yes
30 2.974e-01 yes
31 2.304e-01 yes
32 5.987e-06 yes
33 1.000e+00 yes
34 3.264e-01 yes
35 2.568e-01 yes
36 2.347e-02 yes
37 9.145e-01 yes
38 2.972e-01 yes
39 2.302e-01 yes
== aps.02.09 (canonical): 12 evaluations
k rho_n=|f_n/f_(n-1)| step as proposed?
0 1.284e+00 CHANGED
1 1.219e+01 CHANGED
2 2.208e-01 CHANGED
3 3.952e-01 yes
4 4.398e-01 yes
5 9.225e-02 yes
6 1.079e-02 yes
7 4.440e-04 yes
8 4.563e-07 yes
9 4.333e-02 yes