Dr. Wallace’s Favorite Mental Models

The Barbell Strategy

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Protect against catastrophic loss while keeping open access to a rare, outsized win. The barbell strategy combines extreme safety with a small, deliberate dose of risk, and treats the comfortable middle ground as the riskiest place to stand.

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Learn it. Apply it. Save as Skill.

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Instead of merely reading about mental models, you can gradually build your own AI skills library: a collection of portable reasoning skills that can help ChatGPT, Claude, Grok and other AI assistants apply the mental models you value.

30-Second Understanding
Avoid the middle.

When an outcome has a capped downside and an uncapped upside, split your resources into two extremes instead of one moderate position. Put the large majority somewhere close to certain safety. Put a small, defined slice somewhere with open-ended upside. Skip everything in between.

Core question: Where can I cap my worst case while keeping open access to a rare, outsized win?

The memorable shorthand

90%
Safe
Avoided
middle
10%
Risky

Important: the split doesn't have to be exactly 90/10. What matters is that both ends are genuinely extreme and the middle is genuinely empty.

Mental Model Compass

Use it when a bet has a capped downside and no capped upside.

The model is most useful when you're allocating money, time or effort under real uncertainty, where a rare event could dominate the outcome.

ProtectPrimary use case
IntermediateDifficulty
3 minUnderstand
15–45 minApply with data
InvestingCareer strategyProduct betsHealth & trainingNegotiationTime allocation
Model at a Glance

Separate → Size → Protect → Rebalance.

Barbell thinking helps decide how much to risk and where. It does not guarantee that any single speculative bet pays off.

01Separate

Sort your options into genuinely safe and genuinely speculative. Refuse to label anything "medium risk."

02Size

Decide the maximum you could lose completely without real damage, and cap the speculative side there.

03Protect

Commit the large remainder to the safest credible option available, even if it feels boring.

04Rebalance

Revisit periodically. A speculative win becomes new safe capital; a growing safe base can fund a slightly larger speculative slice.

When Should I Use This?

Recognize the situation.

Open a use case to see what the model changes.

Finance
Building an investment portfolio

Hold the large majority in short-term Treasury instruments or a broad low-cost index fund, and reserve a small, fixed slice for individual high-conviction positions or options. Skip funds that behave like a diluted mix of both.

Career
Choosing between a safe job and a big swing

Keep a stable primary income while dedicating limited, bounded hours to a high-upside side venture or skill. Avoid moving to an unproven mid-size opportunity that risks the safe income without matching upside.

Product
Deciding where R&D effort goes

Fund reliable improvements to the core product as the safe base, and set aside a small, protected budget for a few genuinely breakthrough bets. Avoid spreading effort across many moderate pivots that dilute both stability and upside.

Health
Structuring a training plan

Build most training weeks around easy, sustainable, low-intensity work, and reserve a small number of sessions for genuinely hard efforts. Avoid the constant moderate-intensity habit that raises injury risk without matching the adaptation benefit of either extreme.

Negotiation
Preparing your position

Protect a firm, clearly defined walk-away point as your safe floor, and reserve one bold, high-value ask. Avoid a string of timid, moderate requests that signal weakness without securing much.

Creative Work
Allocating your working hours

Keep reliable client or production work as the income base, and protect a small, fixed block of time for one ambitious, high-reach project. Avoid diluting energy into many medium-ambition side projects that individually go nowhere.

Worked Example

$50,000, a ten-year horizon. Where does it go?

This is an illustrative example designed to teach the method.

Safe base $45,000
Moderate funds (skipped) $0
Speculative $5,000
SITUATION$50,000 to invest, a ten-year horizon, income already covered elsewhere
SAFE SIDE$45,000 (90%) in short-term Treasuries and a broad index fund
RISKY SIDE$5,000 (10%) in a handful of high-conviction positions
AVOIDED MIDDLESkipped $50,000 in "balanced" moderate-risk funds
INSIGHTWorst case loses $5,000; best case one position multiplies many times over
NEXTRebalance annually; grow the speculative slice only from realized gains
Do not conclude: "the safe 90% needs no scrutiny." The strategy fails if the "safe" side quietly carries hidden risk. Safety has to be real, not assumed.
History & Accuracy

A bond technique became a philosophy of risk.

Expand for where the barbell strategy came from and what it depends on.

Where does the barbell strategy come from?

The technique started as an ordinary bond-portfolio method: combining short- and long-duration bonds while skipping intermediate maturities. Nassim Nicholas Taleb generalized it into a broader risk philosophy in Fooled by Randomness (2001) and developed it further in The Black Swan (2007) and Antifragile (2012).

What are "Mediocristan" and "Extremistan"?

Taleb's terms describe two kinds of domains. In Mediocristan, no single observation moves the average much, like human height. In Extremistan, a single event can dominate everything that came before it, like wealth, book sales or a career-defining opportunity. The barbell strategy is built for Extremistan, where rare events carry outsized consequences.

How is this different from ordinary diversification?

Conventional diversification spreads exposure across many moderate positions. The barbell deliberately avoids the middle, because a moderate-risk position can still be wiped out by a tail event while offering only moderate upside in return.

Common Mistakes

Two extremes are easy to say and easy to fake.

Faking safety

Treating an asset as "safe" when it secretly carries leverage or correlated risk undermines the entire structure.

Sizing the risky side too large

If losing the "small" speculative allocation would actually hurt you, it is no longer safely capped.

Blending instead of separating

Choosing several moderate-risk assets and calling the mix a barbell defeats the purpose; the point is avoiding the middle, not approximating it.

Forgetting to rebalance

A winning speculative bet left unchecked can grow into a dangerously large share of the whole.

Ignoring shared risk

If the "safe" side and the "risky" side can both fail from the same shock, they are not really two separate ends.

Treating "safe" as risk-free

The safe side still needs real diligence. Safe is relative to catastrophe, not a guarantee of return.

When Not to Use It

Some situations don't reward extremes.

Use ordinary diversification when...

the domain behaves like Mediocristan, where outcomes cluster near an average and no single event dominates.

Use full commitment when...

the opportunity only works with sustained, moderate ongoing investment, such as an early-stage founder who needs to go all-in rather than park most resources aside.

Use gradual scaling when...

you can learn cheaply from small failures and expand exposure incrementally, rather than locking in a fixed extreme split upfront.

Counterpoint: an extreme split can be a way to avoid a harder decision. Ask whether the "safe" side is genuine caution or comfortable avoidance of a moderate bet that actually deserved more attention.
Combine It With

One model rarely does the whole job.

Try It Yourself

Build a barbell allocation prompt.

This browser tool structures your thinking. It does not send your information anywhere or perform AI analysis.

Your AI-ready prompt

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Save as Skill

Turn this mental model into a reusable AI skill.

Save as Skill converts the model into portable Markdown instructions that teach an AI when and how to apply the Barbell Strategy, what questions to ask, what evidence to seek, what mistakes to avoid and how to structure its analysis.

Build your own Mental Models Skills Library

Save the skills you find useful and organize them into your own reusable library. The Markdown is intentionally model-neutral, so it can be used wherever an AI system accepts uploaded files, project knowledge, custom instructions or reusable text context. Platform capabilities differ, so this is a portable skill file rather than a claim of one-click installation.

Go Deeper

For readers who want the nuance.

Does the split have to be exactly 90/10?

No. 90/10 is illustrative shorthand, not a formula. What matters is that the safe side is genuinely safe, the risky side is genuinely capped, and nothing sits in a comfortable, undefined middle.

What if I don't have a genuinely safe option available?

Then the barbell can't be built yet. Manufacturing a "safe" label for something that isn't safe is worse than not using the strategy at all. Sometimes the honest first step is finding or creating a real safe option before taking any speculative position.

How is this different from "don't put all your eggs in one basket"?

That advice recommends spreading risk evenly. The barbell recommends the opposite of even: concentrate at the extremes and empty out the middle, because moderate positions can combine the downside of risk with the upside of safety instead of the reverse.