Decision Frameworks
Mental models and structured approaches to decision-making.
First Principles Thinking
Break problems down to fundamental truths, then reason up.
Instead of: "Electric cars are expensive because batteries are expensive."
First principles: "What are batteries made of? What's the raw material cost? Why is manufacturing expensive? What would change this?"
How to Apply
- Identify assumptions you're making
- Break the problem into fundamental components
- Question each component from scratch
- Rebuild your understanding from the ground up
When to Use
- Entering unfamiliar territory
- Conventional wisdom isn't working
- You need creative solutions
- High-stakes, novel problems
Inversion
Instead of asking "How do I succeed?", ask "How would I guarantee failure?" Then avoid those things.
Example - Building a successful company:
- How would I guarantee failure?
- Ignore customers
- Hire toxic people
- Spend more than I earn
- Move slowly
- Never admit mistakes
Now do the opposite.
When to Use
- You're stuck on how to achieve something
- Risk management decisions
- When positive framing isn't yielding insights
Second-Order Thinking
Consider the consequences of consequences.
First-order: "If I lower prices, I'll sell more." Second-order: "Competitors will match prices, margins will shrink, low prices become expected, we'll need to cut costs to survive."
Questions to Ask
- "And then what?"
- "Who else will respond to this, and how?"
- "What happens in 10 days, 10 months, 10 years?"
- "What are the unintended consequences?"
The Eisenhower Matrix
Categorize by urgency and importance.
URGENT NOT URGENT
┌───────────────┬───────────────┐
IMPORTANT │ DO │ SCHEDULE │
│ (Crisis, │ (Planning, │
│ deadlines) │ prevention)│
├───────────────┼───────────────┤
NOT │ DELEGATE │ ELIMINATE │
IMPORTANT │ (Some │ (Time │
│ meetings) │ wasters) │
└───────────────┴───────────────┘
Key insight: Quadrant 2 (important, not urgent) is where the payoff lives. Spending more time here prevents crises.
The 10/10/10 Rule
How will you feel about this decision in:
- 10 minutes?
- 10 months?
- 10 years?
Use for: Emotional decisions where short-term feelings conflict with long-term interests.
Example: Eating junk food
- 10 minutes: Great
- 10 months: Regret, weight gain
- 10 years: Health issues
Regret Minimization
Project yourself to age 80. Which choice minimizes lifetime regret?
Jeff Bezos used this to decide to start Amazon: "When I'm 80, will I regret trying this and failing? No. Will I regret never trying? Yes."
When to Use
- Career pivots
- Major life choices
- When fear is holding you back
- One-way door decisions
The Pre-Mortem
Before making a decision, imagine it failed spectacularly. Why did it fail?
Steps:
- Assume the decision was made and failed
- Write down all the reasons it could have failed
- Determine which failures are preventable
- Adjust the plan to prevent them
Example - Launching a product:
- "The product failed because..."
- We didn't talk to enough customers
- The price was wrong
- Marketing was unclear
- We ran out of cash before traction
- A competitor beat us
Now address each before launching.
Opportunity Cost Thinking
Every "yes" is a "no" to something else. What are you giving up?
Questions:
- What could I do with this time instead?
- What could I do with this money instead?
- What opportunities am I closing by choosing this?
Common blind spot: Comparing Option A to "nothing" instead of to Option B.
The Two-List Strategy (Warren Buffett)
- Write down your top 25 goals
- Circle the top 5
- The other 20 are your "avoid at all costs" list
Why: The other 20 aren't bad goals. They're dangerous because they're good enough to distract you from the great ones.
Reversible vs. Irreversible (One-Way vs. Two-Way Doors)
Two-way doors (reversible):
- Decide fast
- Bias toward action
- Learn by doing
- Examples: Most hires, product features, pricing changes
One-way doors (irreversible):
- Decide carefully
- Gather more information
- Consult others
- Examples: Selling a company, having children, major surgery
Most decisions are two-way doors that people treat as one-way doors.
The Confidence Calibration
Rate your confidence in the decision: 50%? 70%? 90%?
Then consider:
- What would make this 90%+ confidence?
- Is that information obtainable?
- Is the cost of obtaining it worth the reduced uncertainty?
Key insight: Often the information needed to increase confidence isn't available or isn't worth the cost.
WRAP Framework (Chip & Dan Heath)
W - Widen your options
- Generate more alternatives
- Ask "What else could I do?"
- Consider the opposite
R - Reality-test assumptions
- Seek disconfirming evidence
- Run small experiments
- Ask "What would have to be true?"
A - Attain distance before deciding
- Use 10/10/10
- Ask what you'd advise a friend
- Sleep on it
P - Prepare to be wrong
- Set tripwires for when to reconsider
- Plan for both success and failure
- Consider "What if I'm wrong?"
The Pros and Cons Matrix (Weighted)
List pros and cons, but assign weights.
| Factor | Weight (1-10) | Score (+/-) | Weighted |
|---|---|---|---|
| Salary increase | 8 | +3 | +24 |
| Commute | 6 | -2 | -12 |
| Learning opportunity | 9 | +4 | +36 |
| Work-life balance | 7 | -1 | -7 |
| Total | +41 |
Key: Weighting forces you to think about what actually matters.
The Newspaper Test
Two versions:
1. Would I be comfortable if this decision was on the front page?
- Ethics check
- Reputation check
2. Would this decision be newsworthy in 5 years?
- Significance check
- Often the answer is "no" and you're overthinking
Kill Criteria
Before starting, define what would make you stop.
Example - Startup:
- "If we haven't found product-market fit in 18 months, we shut down."
- "If we run out of money and can't raise, we shut down."
- "If I'm not enjoying this after a year, I walk away."
Why: Prevents sunk cost fallacy. You've committed to stopping under certain conditions.
Quick Reference: Which Framework When
| Situation | Framework |
|---|---|
| Stuck in conventional thinking | First Principles |
| Not sure how to succeed | Inversion |
| Considering consequences | Second-Order Thinking |
| Prioritizing tasks | Eisenhower Matrix |
| Emotional decision | 10/10/10 |
| Scared to take a risk | Regret Minimization |
| Planning a project | Pre-Mortem |
| Choosing between options | Opportunity Cost |
| Too many goals | Two-List Strategy |
| Deciding how carefully to decide | Reversibility Test |
| Major life decision | WRAP Framework |