Tag
#reasoning
Reports tagged reasoning.
Reports
3 reportsAug 2026
08-23 reasoning How SPADE turns self-generated worlds into a bounded training loop A model can improve without human-written QA pairs or stronger-teacher demonstrations. SPADE shows where the missing supervision moves—and which controls must govern the result. 08-22 reasoning How a Reasoner Learns When to Stop A full-parameter stop/refine policy learns from both repair and damage; sampling, search, and external verification remain isolated experiments around that control. 08-21 distillation How to Full-Train a Distilled Reasoning Model Without Making It Worse A verified teacher answer is an endpoint, not a training plan. The practical unit of reasoning transfer is a full run whose data, objective, student-generated states, and retention gates are all matched to the student.