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LucidLink

By LucidLink

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Productivity4 steps

Ambitious Retry (Pass@N) Tool Use

Get more from AI tools by asking for the ambitious change and fully restarting on failure instead of hammering the same attempt

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Innovation4 steps

Build for the Exponential (Skate to Where the Puck Is Going)

Build products for the model that arrives in 6-12 months, betting that today's 20%-working features hit 100%

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Innovation5 steps

Constitutional AI Self-Critique Loop

Align a model to written principles by having it critique and rewrite its own outputs, then train on the fix

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Mindset3 steps

Extract the Chain-of-Thought, Not the Recommendation

Treat every advisor as an LLM: mine their reasoning, not their verdict, because their answer is trained on a different corpus.

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Leadership4 steps

Fast-Thinking / Slow-Thinking Org Split

Split product org into a weekly-shipping AI group and a deliberate-infrastructure group so both speeds coexist.

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Productivity3 steps

Greedy-but-Smart Compute Allocation

Throw hundreds of dollars of inference at high-value problems — the value-to-cost ratio is absurd in your favor.

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Mindset4 steps

Marginal-Impact Reasoning Under Tail Risk

Prioritize catastrophic low-probability risks by expected value and by how few people are already working on them

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Innovation4 steps

Play-First AI Fluency

Build real AI intuition by playing — invent fun side projects, use everything, and share the artifact not the doc.

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Self-Mastery4 steps

Resting in Motion

Treat the busy, working state as your normal baseline so heavy long-term work stays sustainable

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Strategy4 steps

The Economic Turing Test

Measure transformative AI by whether you'd hire an agent for a real job without knowing it's a machine

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Leadership4 steps

The Full-Stack Role Collapse

In the AI era every role needs a minimum baseline in the adjacent two — deep in one, dangerous in the rest.

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Strategy4 steps

The Refounding Test

Ask how you'd rebuild AI-native from scratch — then decide whether your legacy asset helps or you should sell.

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Strategy4 steps

Three Worlds Theory of Change

Decide what to actually do about a hard problem by naming the pessimistic, optimistic, and pivotal worlds you might be in

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Innovation3 steps

Vibes Before Evals

For a genuinely new AI feature, start with open-ended vibes testing; add evals only once the use-case cluster is clear.

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