Category · 5 laws
Reasoning & Planning
How agents think before they act.
06
Think Before You Touch
Spend reasoning tokens before you spend actions.
07
Don't Bet on One Chain
Sample many reasoning paths and let them vote.
08
Branch When the First Step Matters
For decisions you can't take back, explore before you commit.
09
Stop Tuning, Start Scaling
General methods plus compute beat your clever scaffolding.
10
More Thinking Can Hurt
Extra reasoning past the answer is wasted — or a wrong turn.