Different repository structures make the same experiment hard to run across models.
What I’m testing
A shared run structure with small, model-specific adapters.
What remains
The shared structure still needs to preserve details that affect correctness.
A shared run structure with small, model-specific adapters.
The shared structure still needs to preserve details that affect correctness.
State reuse and approximations need checks for changed behavior.
What I’m testing
Measure explicit reuse and update paths across experiments.
What remains
The useful boundary may change with the model, observation history, and action decoder.
Measure explicit reuse and update paths across experiments.
The useful boundary may change with the model, observation history, and action decoder.
Generated summaries can hide uncertainty as easily as they save time.
What I’m testing
Tools for organizing notes, finding questions, and revisiting—not deciding what is true.
What remains
The right amount of structure will only become clear through repeated use.
Tools for organizing notes, finding questions, and revisiting—not deciding what is true.
The right amount of structure will only become clear through repeated use.
