Execution-Feedback-Shaped Code Hypothesis
- Entity ID:
ent-20260419-edea8b898965 - Type:
concept - Scope:
shared - Status:
active - Aliases: RL-shaped code hypothesis, runtime-consequence-trained hypothesis
Description
Hypothesis that the leaked Claude Code's singularly unified style is consistent with code generation trained against execution feedback (null crashes, runtime exceptions, decorator failures produce negative signals), though static analysis alone cannot distinguish internal-model, RL-pipeline, or hybrid origins.
Key claims
- Leaked CC style is consistent with execution-feedback training
Relations
- Execution-Feedback-Shaped Code Hypothesis --[supports]--> Code Authorship Anomaly