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Surge AI

By Edwin Chen

0 recommend/use · 2 sourced episodes

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Build the Company Only You Could Build

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Build-With-The-Tools Assessment

Don't test people on doing work without AI — hand them the tools and score what they can build in an hour

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Deep Human Evaluation Over Leaderboards

Measure real progress with experts who work through the answer, not crowds who vibe for two seconds.

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Design the Dream Objective Function

You become what you measure — so measure the rich thing you actually want, not the easy proxy.

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Elastic-Demand Career Bet

Invest in domains where making people 10x more productive increases demand rather than reducing it

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Leadership3 steps

Patient-Then-Floor-It Hiring

Be obsessively patient hiring the founding team; step on the gas the moment demand exceeds what you can handle

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Pull-Based Product-Market Fit

Be stubborn on your thesis but open on its form — chase the customer who is surprisingly easy to sell, not the one you must force

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Innovation4 steps

Reinforcement Learning Environment Design

Build a fully-fleshed simulated world, inject real chaos, and reward the trajectory, not just the answer.

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Innovation3 steps

RLAIF Reward Design

Have an expert define success criteria and a rubric once, then let AI reinforce the capability — more scalable than labeling examples

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The Complementary Learning Modes Ladder

Mastery needs many kinds of practice — imitate a master, get preference feedback, get graded, then live it.

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The Two-Sided Quality Signal

Great curation does two opposite jobs at once: kill the worst, surface the best.

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Three Tenets: Can-Do, High Standards, Intensity

The three cultural tenets Foody credits for the fastest revenue ascent in history

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Value-Chain Eval

Before applying AI to your business, build a systematic test that measures how well it automates your core value chain

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