SYSTEMS / RESEARCH NOTE
A Trajectory Is Not a Training Sample
What continual-learning pipelines discard when production traces become training objects.
Working thesis
Training-oriented trajectory formats preserve messages, tool calls and rewards while often discarding authority, evidence origin, alternative branches and external consequence.
Research questions
- 01
Which semantics disappear when production histories become training objects?
- 02
Can consent and authority survive trace-to-training conversion?
- 03
What learning signal remains valid when the evaluator or effect evidence is wrong?
Connected layers