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MentionsBecoming an AI PM

“this book called designing your life which is written by uh these actually um you know one of the founders of Ido”

Speaker: Aman Khan▶ Watch at ~1:07:00approx.

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Self-Mastery4 steps

AI as Undermind Mirror

Use a structured five-days-of-questions prompt to make an LLM reflect back patterns you already sense but can't articulate.

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Strategy4 steps

Break Into AI PM With a Prototype Portfolio

Build a foundation, then ship prototypes that pre-answer the hiring manager's core questions.

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Peak Performance4 steps

Build Taste by Watching Adjacent Software

Develop design intuition by watching real people use OTHER products, not your own.

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Finance3 steps

Day One vs Day 100 Feature Packaging

Free the features that create the aha moment; monetize the features whose value only emerges at scale.

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Communication4 steps

De-Ambiguate Upstream: The Brief as a Prompt

Design is slow only when the brief is vague; remove variables upstream like you'd add context to an AI prompt.

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Innovation4 steps

Delay the Primal Mark

Stay in low-fidelity blocks and conversation as long as possible before drawing anything that looks real.

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Strategy4 steps

Design Tenants (Decision-Making Rules, Not Principles)

Replace feel-good design principles with 3-4 opinionated tenants that settle recurring debates for good.

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Innovation3 steps

Don't Default to the Chatbot: Choosing the Right AI Interface

Reject the intuitive AI copy; ask what problem your business actually needs solved.

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Sales3 steps

Enterprise Price-Ceiling Discovery

Keep asking for more until deals break; losing 20-30% to price is how you find the ceiling.

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Innovation3 steps

Finding High-Leverage AI Ideas

Give AI work a metric, run hackathons, and study what makes AI products feel magical.

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Strategy4 steps

Interview for Design in the DNA

Before joining, verify the founders valued your function from the very beginning; it can't be grafted on later.

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Marketing4 steps

Kill NPS, Ask CSAT

NPS is the marketing industry marketing itself — a satisfaction question has better data properties.

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Strategy4 steps

Macro / Middle-Range / Micro Research Portfolio

Sort every research question into three altitudes and starve the middle one that eats your team's time.

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Finance3 steps

Match Price to Value with a Value Metric

Pick the unit of value your customer gets, then charge against it so revenue scales as usage grows.

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Finance3 steps

Price Your Product Like Your Roadmap

Treat pricing as a living system revisited every 6-12 months, not a set-and-forget decision.

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Influence4 steps

The Business-Fluency Scalpel for Researchers

Learn the company's financial language so your insights land in the funnel, not in a deck.

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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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Finance3 steps

The Cross-Functional Pricing Process

Stand up a pricing committee, mine demand and willingness-to-pay with structured surveys, then set price.

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Strategy3 steps

The Dogfooding Boundary Rule

Use your own product walkthrough to generate the issue list — never to prioritize it.

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Leadership5 steps

The Embedded Insights Partner Model

Success metric: they won't have the meeting without you.

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Leadership4 steps

The Five Tools Researcher

A modern researcher carries five methods, not one — and you hire for the Swiss army knife.

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Self-Mastery4 steps

The Gut-Check Protocol

Intuition is pattern matching and bias in the same organ — check it with System 2 and diverse guts.

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Innovation3 steps

The IKEA Effect for AI Products: Leave Knobs and Levers

Don't automate everything away — give users enough control to feel ownership.

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Strategy3 steps

The Three Flavors of AI Product Management

Map any AI PM role into one of three types to target the right skills and job.

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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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Mindset4 steps

User-Centered Performance Detector

Spot the rituals where a team signals customer obsession without any intent to change the decision.

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Leadership4 steps

Values, Not Behaviors: The Culture Car Wash

When you change companies, keep the values that got you hired but recalibrate the behaviors to the new culture.

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Self-Mastery3 steps

Waiting vs. Wandering: The IC PM Operating Model

Bring energy, wander into the unknown while others wait, and amplify signal with AI.

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