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Perplexity Pro

By Perplexity AI

5 recommend/use · 8 sourced episodes

Every sourced reference

Short attributed excerpts only. Timestamps are approximate.

Related frameworks

Mindset4 steps

Agency Over Title: The Force-Multiplier Mindset

Ignore role boundaries — use AI tools to execute your own ideas end to end

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Communication3 steps

Answer the Question Behind the Question

When caught without a number, answer the adjacent question and surface the real concern.

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Marketing4 steps

B2C2B: Horizontal Wedge to Enterprise

Win a billion-user consumer use case first, then let personal users carry the product into their workplace.

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Innovation4 steps

Bridging-Based Agreement

Surface content only when people who normally disagree agree — that's the signal of truth.

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Strategy4 steps

Build Only Where You Can Be Best (Model Sourcing)

Build in-house only where your unique data or position lets you beat the frontier; otherwise buy

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Strategy4 steps

Bundling vs Unbundling Wave-Reading

Read where the market sits in the eternal bundle/unbundle cycle to decide vertical vs horizontal.

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Innovation4 steps

Cannibalize Your Own Product Every 6-12 Months

Make your current product look silly on a fixed cadence instead of only shipping what users ask for

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Leadership5 steps

CEDAF Delegation Framework

A five-part checklist for delegating without lowering your standards — to humans or AI.

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Productivity3 steps

Cut Scope, Not Quality

When time is short, strip features down to the core instead of shipping the same feature badly

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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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Productivity3 steps

Delete-First Lean Engineering

On a small team, deleting code beats writing it — audit for features whose maintenance cost exceeds their gain.

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Innovation3 steps

Documentation vs Storytelling Safety Framework

Sort every AI-video use case into documenting reality (block) or storytelling (enable)

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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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Peak Performance3 steps

Exposure Hours

Build taste as a trainable skill by quantifying time spent watching real people use products

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Productivity3 steps

Fixed Time, Variable Scope (Appetite-Based Planning)

Set the max time you'll spend first, then design a solution that fits it — instead of estimating a concept.

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Strategy3 steps

Framing (Setting the Boundaries)

Narrow a fuzzy request down to the specific problem worth solving before you design any solution.

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Productivity4 steps

Hills-and-Valleys: Getting Value From Probabilistic AI Tools

Be patient and explicit, start small, and learn where the model is strong vs weak

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Leadership4 steps

Internal Virality for Alignment

Get a big org aligned by making a prototype go viral inside the company instead of grinding stakeholder meetings

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Entrepreneurship4 steps

Irrationally Optimistic, Uncompromisingly Realistic

Push hard toward a future you believe in while killing your own hypotheses as data arrives

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Self-Mastery3 steps

Learn the Tokens, Not the Depth

In the AI era, master the symbolic vocabulary of a domain rather than its exhaustive depth

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Marketing4 steps

Lego Brick vs Lego Box (Selling Solutions Up-Market)

Sell ready-made solution boxes to move up-market while still building composable bricks behind the scenes.

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Innovation5 steps

Live Shaping Session

Put product, a senior engineer, and a designer in a room to sketch and break ideas until one is clearly buildable in the appetite.

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Leadership3 steps

Manage Up by Sharing Your Point of View

Bring your manager a recommendation to react to, not an open question to solve.

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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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Communication3 steps

MOO — Most Obvious Objection

Spend two minutes pre-empting the objection you'll obviously get, and stop feeling blindsided.

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Strategy3 steps

Nine Nos For Every Yes

Guard product quality with creative restraint — every feature you say yes to is a puppy you must care for forever

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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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Strategy4 steps

Principles-First Product Design

Set non-negotiable principles up front — voice of the people, no override button, full transparency — and never bend them.

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Productivity4 steps

Product-First AI Prompting

Steer AI builders by describing the end-user experience ambitiously, then iterate like you're coaching a collaborator

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Strategy4 steps

Prove-It-At-Every-Step Rollout

Never take the next expansion step until the data from the last one has already convinced you.

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Influence3 steps

Pseudonymity for Honest Contribution

Let contributors stay anonymous — people cross partisan lines far more readily when their name isn't attached.

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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

Reset Through Better Abstractions

Don't fear throwing work away — a better abstraction compounds and recovers sunk cost fast.

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Influence4 steps

Sales Then Logistics

Sell the why before you explain the how, or your ask gets crickets.

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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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Communication3 steps

Signposting

Use structural cue-words to guide the reader through your writing without heavy formatting.

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Influence4 steps

Speak Accurately (Avoid the Single-Minded Martyr)

Match your stated confidence to your actual evidence — neither overreach nor over-hedge.

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Strategy4 steps

Strategic Technical Debt as Leverage

Startups should take on technical debt on purpose — it's how you outrun bigger companies

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Leadership3 steps

Strategy Not Self-Expression

Feedback's goal is behavior change, so cut everything that doesn't serve it — usually 90%.

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Leadership4 steps

Systems Over Headcount (The Small Bus)

Solve with better systems and talent density instead of adding people; a smaller bus turns faster.

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Strategy4 steps

The Broccoli-Inside-Sugar Product Strategy

Hide your ambitious vision inside a form factor people already want and use daily.

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Productivity3 steps

The Circuit Breaker (Back to Shaping)

When a project overruns its appetite, don't extend it or gut the agreed value — pull it back into shaping mode.

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Leadership4 steps

The Dehydrated Company Hiring Model

Only hire when a function is underwater, so headcount forces ruthless prioritization

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Leadership4 steps

The Detail Dial

Calibrate how prescriptive a shaped plan is to the builder's seniority — more detail lifts juniors, less frees seniors.

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Innovation3 steps

The Escape Hatch Principle

Abstractions should let power users drop to raw control when the model doesn't fit their problem

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Entrepreneurship3 steps

The In-Product Feedback Loop

Stream user reactions straight into your team's consciousness by building feedback into the product itself

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Productivity3 steps

The Nine-Scopes Kickoff

At kickoff, have the builders translate the shaped idea into nine-or-fewer implementation chunks to test scope and build clarity.

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Strategy4 steps

The Public and Secret Roadmap

Split your roadmap into what users ask for and what only you can see — the wins come from the second

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Self-Mastery3 steps

The Swipe File

Capture examples of communication that work — the act of collecting trains your eye.

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Leadership5 steps

The Thermal Team

Run a startup inside the company: one owner, one senior sponsor, total focus, self-set pace.

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Innovation5 steps

The Weekly Marketable Feature

Every engineer ships one feature per week that a user would pay or show up just for

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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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