Decision Making
53 frameworks in decision making
4P Idea Evaluation
Evaluate startup/product ideas across Potential, Probability, Passion, and Prowess
Add a Zero
Imagine 10X scale to force first-principles thinking and break through incremental constraints
Agency-Control Trade-off
More AI autonomy means less human control—earn trust before increasing agency
AGI Leash Length
Measure AI capability by how long you can let it work autonomously before intervention
AI Content Collapse (Model Collapse)
Why AI-generated content fails—and what happens when AI trains on its own output
Backcasting (vs Forecasting)
Stand in the future and look back—don't stand in the present and project forward
Become a Historian
Study past decisions and their context to make better decisions going forward
Believed-Believable-Conceivable-Inconceivable
Your brain sorts ideas into four buckets based on evidence and experience—understanding your thresholds unlocks better strategy work
Business vs Job Distinction
A business creates leverage and freedom; a job trades time for money regardless of what you call it
Business vs. Customer Problems
Always distinguish between business problems and customer problems before solving
Choose the Hard Path
Pick the harder option because you learn more even if you fail
Curiosity Loops
A structured method for gathering contextual advice from multiple trusted sources
Debate, Decide, Unite
HubSpot's friendlier version of Amazon's 'disagree and commit'
Decision Importance Triage
First determine how important a decision is, then allocate your time accordingly
Emotional Equations
Turn emotions into equations to make intangible feelings tangible and manageable
Everything You Know Is Wrong
Assume all knowledge could be incorrect and rebuild understanding from first principles
Fast Beats Right
When debating between perfection and speed, speed wins
Fear the New York Times Headline
Assess decisions by asking whether failure would generate unwanted press coverage
Fish Where the Fish Are
Find markets with opportunity but little competition, not where everyone is fishing
Founder-Centric Investing
Invest in founders who authentically live the problem, not in markets or ideas
Four Criteria for Strategic Pillars
Down-select from opportunity areas by scoring on impact, certainty, clarity of levers, and differentiation
Gell-Mann Amnesia
Don't trust news about topics you don't know any more than news about topics you do know
Head, Heart, Hands
Evaluate decisions and experiments through cognitive, emotional, and somatic filters
Hill Climb (Local vs Global Optimum)
Deciding when to leave a good position to pursue a potentially better but uncertain one
Human-Algorithm Interface Design
Define what algorithms optimize vs. what humans decide—then design the interface between them
Identity Threat
Your worst behavior emerges when a core part of how you see yourself is in question
Inner vs Outer Scorecard
Warren Buffett's framework for distinguishing internal fulfillment from external validation
Input vs Output Metrics
Focus on controllable inputs that drive customer value; outputs will follow
Intuition as Hypothesis Generator
Intuition generates hypotheses to debate, test, and winnow—not final answers
Isn't That Interesting (Optimistic Stance)
Respond to challenging situations with curiosity rather than judgment for better decisions
Kernel of Truth in Ambiguity
Find what really matters amid competing signals, inputs, and good ideas
Kill Criteria
Pre-commit to specific signals and actions that trigger quitting before you're emotionally invested
Making the Decision (70% Rule)
Commit at 70% confidence because you learn more after deciding than before
Mental Time Travel
Project yourself into the future to escape the emotional intensity of the present moment
Not Now Trap
'Not now' is just another way of saying 'I'm not going to do it'
PPS Framework (Problem, People, System)
Before jumping to systems, understand the problem and the people involved
Question Base Assumptions
Before optimizing or building, ask whether the underlying premise is even correct
Reversibility-Stakes Assessment
Assess decisions by magnitude and reversibility—most feel high-stakes but aren't
Sandbox Specificity
Add constraints to vague goals to make them concrete and actionable
Series of Small Decisions
Success and failure are both the compound result of many small decisions, not one big moment
Shortening Feedback Loops
There's no such thing as a long feedback loop—find intermediate signals correlated with success
Signal Over Metrics (Early Stage)
In early stages, qualitative signals matter more than optimizing metrics with small numbers
Single Issue Voter Trap
Don't solve every problem with your strongest skill
SWAG Method (Stupid Wild-Ass Guess)
Start with your best hypothesis, then refine through feedback—don't wait for perfect information
Tarpit Ideas
Startup ideas that seem good, get validation, but trap founders because they never work
The Better Trap
Competing with a 'better' product in an existing category almost never works
Thinking Gray
Don't decide until you have to—preserve optionality by resisting premature judgment
Thinking in Bets
Make implicit intuitions explicit so you can examine, discuss, and improve them
Three Divergent Directions
Always explore three meaningfully different options before committing to one
Time to Pivot Heuristic
When you run out of ideas for how to make it grow, it's time to pivot
What is the Most Impactful Thing Today?
Reframe your job around impact, not comfort or preference
Worse First Principle
Everything you want is on the other side of worse first
You Are Your Objective Function
What you optimize for defines you—choose rich, complex objectives over easy-to-measure proxies