Frequently asked questions about thinking, epistemology, and cognitive tools. 1675 answers
Change one thing at a time so you can attribute improvements to specific changes.
Identify something you are currently trying to improve — an AI agent, a workflow, a habit, a creative process, a system. List every change you are considering making. Now rank them by your best guess of impact. Take only the top-ranked change and implement it in isolation. Define your measurement:.
Moving so slowly that optimization stalls. Variable isolation is not an argument for changing one thing per year. It is an argument for changing one thing per test cycle — and test cycles should be as short as your measurement allows. If you can measure the effect of a prompt change in ten.
Change one thing at a time so you can attribute improvements to specific changes.
Optimization improves within a framework; innovation replaces the framework. Know which you need.
Optimization improves within a framework; innovation replaces the framework. Know which you need.
Optimization improves within a framework; innovation replaces the framework. Know which you need.
Optimization improves within a framework; innovation replaces the framework. Know which you need.
Optimization improves within a framework; innovation replaces the framework. Know which you need.
Select one agent — a habit, routine, system, or workflow — that you have optimized at least three times. Write down: (1) the specific improvements each optimization round produced, (2) whether the gains are getting smaller with each round, and (3) the fundamental framework assumptions the agent.
Two opposite failures. The first is perpetual optimization: continuing to refine within a framework long after the returns have become negligible, because optimization feels productive and safe. You are making things better, even if only marginally. The framework feels like reality rather than a.
Optimization improves within a framework; innovation replaces the framework. Know which you need.
Making an agent faster means it can serve you more often with less friction.
Making an agent faster means it can serve you more often with less friction.
Making an agent faster means it can serve you more often with less friction.
Making an agent faster means it can serve you more often with less friction.
Making an agent faster means it can serve you more often with less friction.
Making an agent faster means it can serve you more often with less friction.
Pick one agent — a routine, habit, or recurring process — that you perform at least three times per week. Time it from trigger to completion, breaking it into discrete steps. Identify which steps are execution (actually doing the work) and which are overhead (setup, transition, context-switching,.
Optimizing for speed at the expense of accuracy or completeness. You shave your morning review from fourteen minutes to three by skipping the calendar check and picking priorities from memory instead of from your task list. The review is fast, but your priorities are wrong twice a week. You've.
Making an agent faster means it can serve you more often with less friction.
An agent that acts fast but wrong is worse than one that acts slowly but right.
An agent that acts fast but wrong is worse than one that acts slowly but right.
An agent that acts fast but wrong is worse than one that acts slowly but right.