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Innovation4 steps

Adapt the Model, Don't Build One

Post-training is the new pre-training — steer an off-the-shelf model to your outcome instead of pre-training your own

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Leadership5 steps

Central Org, Embedded Pods

Keep analytics reporting centrally, but mirror partner-team structure with pods that share their goals

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Leadership7 steps

Culture as a Product

Every company builds two products: one for customers, one for the team. Culture is the second one.

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Leadership6 steps

Debate, Decide, Unite: Systematic Decision-Making

Name the decider, list the factors, stack-rank them, then unite behind the call — with calories proportional to consequence.

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Self-Mastery5 steps

Designing Yourself Out of Your Weaknesses

Refuse to spend years becoming passably okay at something — negotiate the constraint at founding, in writing.

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Strategy5 steps

Fail-State Goaling

Name your worst-case experiences, set a team's goal on eradicating them, and hunt for the data you don't have

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Innovation5 steps

Fight for Simplicity: The Third-Order Cost of Complexity

Entropy always wins unless you fight it — price every feature at its dimensional cost, not its build cost.

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Leadership5 steps

Flash Tags: The Escalating Opinion Scale

Four hashtags that tell people exactly how much weight to put on your opinion.

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Leadership5 steps

Outcome Ownership Over Role Boundaries

Goal people on the outcome, not the job description, and let them cross any function to reach it

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Strategy4 steps

Planning in Seasons

Replace rigid roadmaps with secular 'seasons', loose quarterly OKRs, and deliberate slack

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Innovation5 steps

Product as Organism: the metabolic loop

Treat an AI product as a living system that ingests signals, tunes on rewards, and improves with every interaction

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Innovation5 steps

Protected Deep-Dive Time

Goal the team on self-directed insight and use hackathons to stop exploratory work being eaten by inbound asks

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Strategy5 steps

Proxy Metric Selection

Goal on simple short-term inputs you can prove drive the long-term output you actually want

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Strategy5 steps

The Common Currency Model

Convert every lever in the business into one shared unit so cross-team tradeoffs become arithmetic

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Self-Mastery3 steps

The Complementary-Axis PM Skill Development Framework

Level up (or transition into) PM by picking the skill axis opposite your background, then strategy

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Leadership5 steps

The Curiosity Case Interview

Use a real historical company problem as the case, then test soft skills the candidate doesn't know you're testing

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Strategy3 steps

The Enterprise AI Adoption Ladder

Three sequential stages that separate companies winning with AI from those spinning their wheels

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Entrepreneurship5 steps

The Four P's: Potential, Probability, Passion, Prowess

Score any idea on four factors — and always compute potential before probability.

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Communication7 steps

The LPM Method: Engineering a High-Stakes Keynote

Decompose public speaking into subskills, then optimise humour with a measured laughs-per-minute score.

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Strategy5 steps

The N+1 Rule: Simplest Thing Until It Breaks

Start with the simplest possible policy, then prove by induction it still works at the next headcount.

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Mindset3 steps

The Three Mindset Shifts That Stall or Restart PM Growth

Fix the three stories — control, change, and self-image — that quietly stall product careers

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Communication3 steps

The Three Tenets of PM Stakeholder Collaboration

A mantra for working with stakeholders: surface issues, not yourself; drive decisions, don't hoard them

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Leadership3 steps

The Three Ws of PM Career Growth

Rise faster by performing on all three axes: what you produce, what you bring, and how you operate

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Communication5 steps

Tradeoff-Transparent Pushback

Never say no to a request — show the three things it displaces and let the asker decide

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Strategy3 steps

Win on the Platform, Not the Features

Durable products win on invisible infrastructure — reliability, reach, privacy — not on the feature list

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Strategy5 steps

Zig While Others Zag: High-Conviction, Low-Consensus Bets

Pick a small number of contrarian bets, hold them for years, and build a heuristic that tells you when you have drifted.

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