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Sora

By OpenAI

1 recommend/use · 3 sourced episodes

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Entrepreneurship4 steps

Build the Company Only You Could Build

Reject the pivot-and-blitzscale playbook; commit to the one idea that dies without you.

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Innovation4 steps

Decompose-and-Ensemble

Break a broad problem into specific tasks, then solve each with a specialized model in an ensemble.

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Strategy4 steps

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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Strategy4 steps

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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Innovation4 steps

Eval-Driven Product Development

Design the test for your AI product alongside the product, then hill-climb the model against it.

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Productivity3 steps

Give It Your Hardest Task

Evaluate a serious AI tool on your gnarliest real problem, not a dumbed-down toy.

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Communication3 steps

Kind and Candid

Reframe candor as an act of kindness so you actually deliver the hard message.

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Innovation4 steps

Live in the Future, But Not Too Far

Hold the far-future vision, but land with users where they already work today.

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Innovation4 steps

Mixed-Initiative Contextual Assistance

Surface AI help at the moment it's relevant instead of interrupting with notifications.

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Strategy3 steps

Model Maximalism

Build at the edge of what models can barely do — the next model will make it sing.

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Productivity2 steps

Poor Man's Fine-Tuning (Few-Shot + Role Priming)

Steer a model with in-prompt examples and a role identity instead of a full fine-tune.

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Innovation3 steps

Reason About It Like a Human

To design or debug AI behavior, ask what an equivalent human would do in the same situation.

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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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Leadership5 steps

Ship-Fast Operating Model

Lightweight bottoms-up planning, PM-light teams, and iterative deployment in a fast-moving domain.

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Peak Performance5 steps

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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Productivity4 steps

The Teammate Onboarding Model for AI Agents

Adopt a coding agent the way you'd onboard a new intern — pair first, then delegate.

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Innovation4 steps

The Two-Sided Quality Signal

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

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Strategy4 steps

Unblock the Review Bottleneck

The limiting factor on AI productivity is human review speed — engineer the agent to validate its own work.

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Entrepreneurship3 steps

Vertical AI Opportunity Finder

Build where the winning data is locked behind a company or industry's walls — foundation models won't go there.

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