← wiki

principles over vendors

aistrategymetathinking

everyone's picking a team right now.

openai fans. claude fanboys. gemini loyalists. every week a new model drops and everyone loses their mind.

i get it. the tools are exciting. but that energy is misplaced.

vendors come and go

remember when everyone said google was done? then openai was the king? now anthropic is eating? next week it'll be someone else.

these are companies. they have investors. they have pivots. they have bad quarters. they get acquired. they shut down products. they change pricing overnight.

building your entire workflow on a vendor is building on sand. it feels stable until the tide comes in.

the firm foundation

what doesn't move are the principles.

how to think about a problem. how to ask a good question. how to work backwards from the outcome you want. how to start with the end in mind and build a plan. how to break a complex task into clear steps.

those skills? they don't expire. they don't change with a model update. they don't deprecate.

that's the firm foundation.

metathinking is the real skill

most people are learning tools. the real work is learning how to think.

metathinking is thinking about how you think. it's stepping back from the prompt and asking: what am i actually trying to accomplish? what's the smartest path to get there? what information does this tool actually need from me?

when you develop that muscle, you can walk into any AI system and get results. claude, gpt, gemini, some new model nobody's heard of yet. it doesn't matter. you know how to operate.

that's the edge. not the subscription. not the fan page. the mindset.

know the landscape without being loyal to it

every tool has a lane.

some models are better at reasoning. some are faster. some generate better images. some are better at long documents. some are cheaper for high-volume tasks.

knowing the landscape means you can pick the right tool for the right job. like a contractor who knows when to use a nail gun versus a hammer. you don't take sides. you take results.

the fanboy picks a favorite and defends it online.

the operator picks the right tool and gets results.

the assignment

stop asking "which AI is the best."

start asking "how do i think more clearly about what i'm trying to do."

learn how to prompt. learn how to work backwards. learn how to break down a goal into the right questions.

when you build on principles, every new tool that drops makes you more powerful. not more confused.

the vendors are racing. let them race. you're building something deeper.