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GPQA

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Related frameworks

Strategy3 steps

Build for the Future Model

Design product ideas for the model capability that is coming, not the one you have today

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Peak Performance3 steps

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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Innovation5 steps

Core-Behavior Synthetic Training

Ship an AI feature by naming its 3-4 core behaviors and teaching them with model-generated data

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Strategy3 steps

Elastic-Demand Career Bet

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

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Productivity4 steps

Eval-First AI Product Development

Define what 'correct' looks like as evals first; the spec becomes the scorecard, not the build instructions

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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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Innovation3 steps

Prompting-as-Prototyping

Validate a product idea by prompting a model in a local browser before building anything

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Entrepreneurship4 steps

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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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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Strategy3 steps

The Access-to-an-Audience Moat

In human data the only durable moat is a trusted, targetable audience — not recruiters or ads

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Entrepreneurship5 steps

The Company-Inside-a-Company Incubation Playbook

Spin a 0-to-1 business inside a mature company by ring-fencing it completely from the core

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Innovation4 steps

The Middleman-Signal Disintermediation Play

When middlemen and end-customers both come to you directly, that's the signal to build the business yourself

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Strategy3 steps

The Quality-Volume-Speed Priority Stack

What high-stakes data buyers actually rank: quality first, then volume, then speed

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Leadership3 steps

Three Tenets: Can-Do, High Standards, Intensity

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

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Innovation3 steps

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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