Category · 4 laws
Instruction & Output
Telling it what to do, trusting what comes back.
21
The Tool Description Is the Prompt
An agent is only as capable as its tools are legible.
22
Show, Don't Tell
When prose fails, stop writing prose.
23
Confidence Is Not Calibrated
A model's certainty is not evidence.
24
Surface Ambiguity, Don't Resolve It
When the data is unclear, don't guess confidently.