Decision Making

53 frameworks in decision making

4P Idea Evaluation

Evaluate startup/product ideas across Potential, Probability, Passion, and Prowess

Dharmesh Shah

Add a Zero

Imagine 10X scale to force first-principles thinking and break through incremental constraints

Brian Chesky

Agency-Control Trade-off

More AI autonomy means less human control—earn trust before increasing agency

Aishwarya Naresh Reganti + Kiriti Badam

AGI Leash Length

Measure AI capability by how long you can let it work autonomously before intervention

Dan Shipper

AI Content Collapse (Model Collapse)

Why AI-generated content fails—and what happens when AI trains on its own output

Ethan Smith

Backcasting (vs Forecasting)

Stand in the future and look back—don't stand in the present and project forward

Christopher Lochhead

Become a Historian

Study past decisions and their context to make better decisions going forward

Anneka Gupta

Believed-Believable-Conceivable-Inconceivable

Your brain sorts ideas into four buckets based on evidence and experience—understanding your thresholds unlocks better strategy work

Evan LaPointe

Business vs Job Distinction

A business creates leverage and freedom; a job trades time for money regardless of what you call it

Andrew Wilkinson

Business vs. Customer Problems

Always distinguish between business problems and customer problems before solving

Christopher Miller

Choose the Hard Path

Pick the harder option because you learn more even if you fail

Farhan Thawar

Curiosity Loops

A structured method for gathering contextual advice from multiple trusted sources

Ada Chen Rekhi

Debate, Decide, Unite

HubSpot's friendlier version of Amazon's 'disagree and commit'

Dharmesh Shah

Decision Importance Triage

First determine how important a decision is, then allocate your time accordingly

Brandon Chu

Emotional Equations

Turn emotions into equations to make intangible feelings tangible and manageable

Chip Conley

Everything You Know Is Wrong

Assume all knowledge could be incorrect and rebuild understanding from first principles

Farhan Thawar

Fast Beats Right

When debating between perfection and speed, speed wins

Claire Vo

Fear the New York Times Headline

Assess decisions by asking whether failure would generate unwanted press coverage

Ethan Evans

Fish Where the Fish Are

Find markets with opportunity but little competition, not where everyone is fishing

Andrew Wilkinson

Founder-Centric Investing

Invest in founders who authentically live the problem, not in markets or ideas

Gokul Rajaram

Four Criteria for Strategic Pillars

Down-select from opportunity areas by scoring on impact, certainty, clarity of levers, and differentiation

Chandra Janakiraman

Gell-Mann Amnesia

Don't trust news about topics you don't know any more than news about topics you do know

Boz (Andrew Bosworth)

Head, Heart, Hands

Evaluate decisions and experiments through cognitive, emotional, and somatic filters

Donna Lichaw

Hill Climb (Local vs Global Optimum)

Deciding when to leave a good position to pursue a potentially better but uncertain one

Ami Vora

Human-Algorithm Interface Design

Define what algorithms optimize vs. what humans decide—then design the interface between them

Adriel Frederick

Identity Threat

Your worst behavior emerges when a core part of how you see yourself is in question

Boz (Andrew Bosworth)

Inner vs Outer Scorecard

Warren Buffett's framework for distinguishing internal fulfillment from external validation

Ada Chen Rekhi

Input vs Output Metrics

Focus on controllable inputs that drive customer value; outputs will follow

Bill Carr

Intuition as Hypothesis Generator

Intuition generates hypotheses to debate, test, and winnow—not final answers

Dylan Field

Isn't That Interesting (Optimistic Stance)

Respond to challenging situations with curiosity rather than judgment for better decisions

Donna Lichaw

Kernel of Truth in Ambiguity

Find what really matters amid competing signals, inputs, and good ideas

Brian Tolkin

Kill Criteria

Pre-commit to specific signals and actions that trigger quitting before you're emotionally invested

Annie Duke

Making the Decision (70% Rule)

Commit at 70% confidence because you learn more after deciding than before

Anneka Gupta

Mental Time Travel

Project yourself into the future to escape the emotional intensity of the present moment

Annie Duke

Not Now Trap

'Not now' is just another way of saying 'I'm not going to do it'

Graham Weaver

PPS Framework (Problem, People, System)

Before jumping to systems, understand the problem and the people involved

Austin Hay

Question Base Assumptions

Before optimizing or building, ask whether the underlying premise is even correct

Dhanji R. Prasanna

Reversibility-Stakes Assessment

Assess decisions by magnitude and reversibility—most feel high-stakes but aren't

Gibson Biddle

Sandbox Specificity

Add constraints to vague goals to make them concrete and actionable

Crystal Widjaja

Series of Small Decisions

Success and failure are both the compound result of many small decisions, not one big moment

Ben Horowitz

Shortening Feedback Loops

There's no such thing as a long feedback loop—find intermediate signals correlated with success

Annie Duke

Signal Over Metrics (Early Stage)

In early stages, qualitative signals matter more than optimizing metrics with small numbers

Claire Butler

Single Issue Voter Trap

Don't solve every problem with your strongest skill

Bret Taylor

SWAG Method (Stupid Wild-Ass Guess)

Start with your best hypothesis, then refine through feedback—don't wait for perfect information

Gibson Biddle

Tarpit Ideas

Startup ideas that seem good, get validation, but trap founders because they never work

Dalton Caldwell

The Better Trap

Competing with a 'better' product in an existing category almost never works

Christopher Lochhead

Thinking Gray

Don't decide until you have to—preserve optionality by resisting premature judgment

Austin Hay

Thinking in Bets

Make implicit intuitions explicit so you can examine, discuss, and improve them

Annie Duke

Three Divergent Directions

Always explore three meaningfully different options before committing to one

Anuj Rathi

Time to Pivot Heuristic

When you run out of ideas for how to make it grow, it's time to pivot

Dalton Caldwell

What is the Most Impactful Thing Today?

Reframe your job around impact, not comfort or preference

Bret Taylor

Worse First Principle

Everything you want is on the other side of worse first

Graham Weaver

You Are Your Objective Function

What you optimize for defines you—choose rich, complex objectives over easy-to-measure proxies

Edwin Chen