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hypercore-kb / basal-agent / run2.out

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=== stress.c — LEAKED error-sourced temperature vs Mess3 valley ===
  M=16 units, 4000 sweeps, window 10000, 5 seeds
  optimal log-loss 0.7960 nats | symbol marginals 0.334 0.334 0.332

  --- guard: did the test actually run? ---
  [1] field mixed?   A stress~field corr 0.704 (want <0.99)  B corr 1.000 (want 1.00)
  [2] uphill moves?  A 45644  B 42338  B2 47935  (all must be >0)
  [3] C schedule span 0.0003 (must be >0)
  [4] generator marginals sane? yes
  [5] mean T: A 3.48e-05 vs B2 3.48e-05  (B2 must match A; that is the point)
  [6] positive control: TRUE-seeded unit ends at gap +0.0002 (must stay <+0.01)
  guard PASSED.

  PRIMARY — distinct belief states vs resolution (seed 0 best unit):
    arm             G=30      100      300     1000     3000
    A  shared        127      488     1430     3381     5989
    B  private       180      776     2210     5085     8763
    B2 matched       216      955     2597     5539     9187
    C  global        121      481     1395     3364     6137
    TRUE Mess3       396     2399     8924    26394    54821
    learn.c coll        5        9       14       20       36

  SECONDARY — log-loss gap vs optimal (mean +- sd over 5 seeds):
    A  shared   +0.0051 +- 0.0020   (mean T 0.0000)
    B  private  +0.0049 +- 0.0019   (mean T 0.0000)
    B2 matched  +0.0069 +- 0.0023   (mean T 0.0000)
    C  global   +0.0102 +- 0.0044   (mean T 0.0002)

  SEPARATION  B2 - A  = +0.0018 +- 0.0042 nats  (>0 means TARGETING beat amount)
  NOTE: log-loss is SECONDARY by pre-registration — README records that it barely
        distinguishes finite/infinite/fractal structure. Judge on the ladder above.
EXIT=0