{ "evidence_tier": "development; one training seed; final checkpoint only", "episodes": 512, "sustained_successes": 332, "success_rate": 0.6484375, "by_family": { "Lift": { "episodes": 64, "sustained_successes": 64, "success_rate": 1.0, "wilson95": [ 0.9433759402071946, 1.0 ] }, "PickPlace": { "episodes": 64, "sustained_successes": 40, "success_rate": 0.625, "wilson95": [ 0.502503786840045, 0.7333401982117536 ] }, "Stack": { "episodes": 64, "sustained_successes": 43, "success_rate": 0.671875, "wilson95": [ 0.549991058490915, 0.7742944209553081 ] }, "Door": { "episodes": 64, "sustained_successes": 34, "success_rate": 0.53125, "wilson95": [ 0.41072087051471007, 0.6482401257482395 ] }, "NutAssembly": { "episodes": 64, "sustained_successes": 32, "success_rate": 0.5, "wilson95": [ 0.3810209474394701, 0.6189790525605299 ] }, "ToolHang": { "episodes": 64, "sustained_successes": 9, "success_rate": 0.140625, "wilson95": [ 0.0757857255603086, 0.24616281741577023 ] }, "Push": { "episodes": 64, "sustained_successes": 61, "success_rate": 0.953125, "wilson95": [ 0.8710034625990631, 0.983930983213707 ] }, "Drawer": { "episodes": 64, "sustained_successes": 49, "success_rate": 0.765625, "wilson95": [ 0.6486674241743136, 0.8525010440607586 ] } }, "success_rule": "10 consecutive physical steps satisfying original task predicate", "seeds": [ 30000, 30063 ], "test_access": false, "trained_calls_audited": 45254, "trained_steps_audited": 365450, "base_pickplace": { "episodes": 64, "sustained_successes": 0, "success_rate": 0.0, "wilson95": [ 0.0, 0.05662405979280534 ] }, "paired_pickplace": { "base_successes": 0, "trained_successes": 40, "both_success": 0, "trained_only": 40, "base_only": 0 }, "interface_difference": "Original: one RGB, chunk1, discrete diffusion4, bridge_orig. Adapted: two RGB+proprio8, chunk8, Flow Matching4, panda_multitask_v1." }