Frequently asked questions about thinking, epistemology, and cognitive tools. 1675 answers
Pick one agent (habit, routine, decision rule) you run at least three times per week. For the next five instances, score each outcome on a simple 1-5 accuracy scale: Did it produce the result it was supposed to? Not 'did it feel good' or 'did it happen fast' — did it hit the target? Calculate your.
Treating accuracy optimization as perfectionism. Perfectionism is refusing to act until conditions are flawless. Accuracy optimization is improving the hit rate of actions you are already taking. The perfectionist never ships. The accuracy optimizer ships, measures the error rate, and adjusts. If.
An agent that acts fast but wrong is worse than one that acts slowly but right.
A reliable agent works every time, not just when conditions are perfect.
A reliable agent works every time, not just when conditions are perfect.
An agent that tries to do too much does nothing well. Optimize by narrowing scope to what matters.
An agent that tries to do too much does nothing well. Optimize by narrowing scope to what matters.
An agent that tries to do too much does nothing well. Optimize by narrowing scope to what matters.
An agent that tries to do too much does nothing well. Optimize by narrowing scope to what matters.
An agent that tries to do too much does nothing well. Optimize by narrowing scope to what matters.
An efficient agent achieves results with minimal energy expenditure — cognitive, emotional, or physical.
An efficient agent achieves results with minimal energy expenditure — cognitive, emotional, or physical.
An efficient agent achieves results with minimal energy expenditure — cognitive, emotional, or physical.
An efficient agent achieves results with minimal energy expenditure — cognitive, emotional, or physical.
Optimize how agents connect and hand off to each other, not just how each agent performs in isolation.
Optimize how agents connect and hand off to each other, not just how each agent performs in isolation.
Optimize how agents connect and hand off to each other, not just how each agent performs in isolation.
Map a multi-agent system you run — a morning routine, a work process, a creative pipeline, a team workflow. List every component agent. Now list every transition between agents. For each transition, estimate how much time, energy, or quality is lost in the handoff. Identify the three most.
Optimizing integrations so aggressively that agents lose the autonomy they need to function well. When you over-standardize handoffs, you create rigid pipelines that cannot adapt when conditions change. A perfectly optimized integration between your planning agent and your execution agent might.
Optimize how agents connect and hand off to each other, not just how each agent performs in isolation.
The most powerful optimization is often subtraction — removing steps that add cost without adding value.
The most powerful optimization is often subtraction — removing steps that add cost without adding value.
The most powerful optimization is often subtraction — removing steps that add cost without adding value.
The most powerful optimization is often subtraction — removing steps that add cost without adding value.