FIELD NOTES · AI FOUNDER DECISIONS

Field Notes

Decision-making for AI Founders

Practical frameworks for choosing what to build, finding real evidence, deciding the next bet, and stopping before speed becomes waste.

Founder decision library

Four decisions that shape an AI startup.

Explore founder decisions

Founder decision library

Four decisions that shape an AI startup.

An oil painting of four distinct passages representing recurring founder decisions.

Choose

AI makes prototypes cheap. It does not make customer problems, distribution, or operational change cheap. Start with work that is painful enough to deserve a better way.

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Validate

Useful evidence changes a founder’s next decision. Look for behavior that carries a cost, not compliments, survey answers, or clicks that are easy to give.

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Prioritize

When several ideas compete for attention, choose the smallest move that can change the next important decision without creating avoidable lock-in.

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Stop

Stopping protects attention for the work that still has a credible path forward. It can mean narrowing, pivoting, or ending an investment.

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An oil painting of three working product systems in an independent builder’s studio.

About the author

Independent work behind the writing

Andrew Yao is an AI Product Manager and independent builder working across product strategy, AI workflows, validation, and implementation.

AI Product Manager / Independent Builder · Chengdu, China

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