From a6ec4288a2232988b130b2f00bb2565f81706966 Mon Sep 17 00:00:00 2001 From: YurenHao0426 Date: Mon, 29 Jun 2026 12:15:51 -0500 Subject: Recursive reasoning dynamics: analysis pipeline, paper drafts, toy models Failure=more-chaotic (task-general under validity labeling) reduces to convergence/completeness detection; mechanism (transient chaos vs multistability vs input-induced) under investigation. Co-Authored-By: Claude Fable 5 --- problem_tracks/trm_learning_groups.csv | 6 ++++++ 1 file changed, 6 insertions(+) create mode 100644 problem_tracks/trm_learning_groups.csv (limited to 'problem_tracks/trm_learning_groups.csv') diff --git a/problem_tracks/trm_learning_groups.csv b/problem_tracks/trm_learning_groups.csv new file mode 100644 index 0000000..a83c198 --- /dev/null +++ b/problem_tracks/trm_learning_groups.csv @@ -0,0 +1,6 @@ +kind,group,n,fraction,givens_mean,final_success_rate,final_token_acc_mean,initial_lambda_max,final_lambda_max,initial_mean8,final_mean8,initial_tail_mean_5_8,final_tail_mean_5_8,initial_positive_count,final_positive_count,initial_positive_sum,final_positive_sum +TRM,always,250,0.48828125,25.692,1.0,1.0,-0.037265183098614214,0.006809890952470596,-0.04636771480855532,-0.0004276458734017012,-0.05030216554750223,-0.0029380860021610716,0.116,2.804,0.001749304014723748,0.012296678611861353 +TRM,flaky_then_stable,108,0.2109375,24.537037037037038,1.0,1.0,0.012910711238402183,0.02768854924549184,-0.006070692985447211,0.006526719410433973,-0.014126331651604469,-0.0014988291085926532,3.3981481481481484,4.074074074074074,0.06504391207292631,0.07025124873246534 +TRM,never,38,0.07421875,24.526315789473685,0.0,0.5925925891650351,0.03881909165188278,0.10224098241642902,0.014017523774256054,0.04867523749463113,0.0033364049057509923,0.028709458999066174,5.894736842105263,8.0,0.12778331804943982,0.38940189995704905 +TRM,stable_learned,36,0.0703125,25.22222222222222,1.0,1.0,0.04277012761708142,0.013583353675332747,0.0174149208698648,0.0016514048641056434,0.0066068671405522155,-0.003051614185500916,6.388888888888889,3.138888888888889,0.14709951728016474,0.03240896413828725 +TRM,transient_or_regressed,80,0.15625,24.375,0.0,0.6479938291013241,0.0264392346231034,0.10330870132893324,0.006250166277587255,0.05160266864550067,-0.002536980269991318,0.031116627584560776,5.025,7.9875,0.0972329065928534,0.41284032943658533 -- cgit v1.2.3