#gigpo

Frontier Scout

T²PO on Spark — When the Training Pool Says 28/32 and Held-out Says 9/158

T²PO's two deltas on the Phase 6 ClawGym harness: mean turns 5.00 → 4.61, task_complete 154/158, but the per-assertion ceiling stays flat at 47.7%. The strongest training-side step (45) is the worst held-out checkpoint — pool saturation lies on a single Spark.

uses fieldkit.capabilitiesfieldkit.evalfieldkit.training