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Experiment 5b: Thompson + Jeffreys + Fixed Entropy
  Entropy of Beta(1,1):   0.0000 nats
  Entropy of Beta(0.5,0.5): -0.2416 nats
  100 trials per condition
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Running thompson_uniform_median (a=1.0, b=1.0, thresh=median)...
  Trial 25/100
  Trial 50/100
  Trial 75/100
  Trial 100/100
  thompson_uniform_median: ECE=0.0968 expl=0.1272 conv@50(0.15)=0.5954 tested=200 [ECE only]

Running thompson_uniform_fixed (a=1.0, b=1.0, thresh=0.0000)...
  Trial 25/100
  Trial 50/100
  Trial 75/100
  Trial 100/100
  thompson_uniform_fixed: ECE=0.0972 expl=0.0000 conv@50(0.15)=0.5923 tested=200 [ECE only]

Running thompson_jeffreys_median (a=0.5, b=0.5, thresh=median)...
  Trial 25/100
  Trial 50/100
  Trial 75/100
  Trial 100/100
  thompson_jeffreys_median: ECE=0.0658 expl=0.1943 conv@50(0.15)=0.5275 tested=200 [PASS BOTH]

Running thompson_jeffreys_fixed (a=0.5, b=0.5, thresh=0.0000)...
  Trial 25/100
  Trial 50/100
  Trial 75/100
  Trial 100/100
  thompson_jeffreys_fixed: ECE=0.0671 expl=0.0000 conv@50(0.15)=0.532 tested=200 [ECE only]

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RESULTS
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Condition                          ECE    Expl  Conv@50  Tested Status
--------------------------------------------------------------------------------
thompson_uniform_median         0.0968  0.1272   0.5954     200 ECE only
thompson_uniform_fixed          0.0972  0.0000   0.5923     200 ECE only
thompson_jeffreys_median        0.0658  0.1943   0.5275     200 PASS BOTH
thompson_jeffreys_fixed         0.0671  0.0000   0.5320     200 ECE only

--- PROPOSED REQ-010 REVISION ---
Current: exploration fraction >= 0.15
Proposed: convergence rate (within 0.15 of true rate) >= 0.60 by session 50
  thompson_uniform_median: convergence=0.5954 -> FAIL
  thompson_uniform_fixed: convergence=0.5923 -> FAIL
  thompson_jeffreys_median: convergence=0.5275 -> FAIL
  thompson_jeffreys_fixed: convergence=0.5320 -> FAIL
