Burden of Proof
Whoever makes the positive claim carries the obligation to support it. Absence of disproof isn't proof.
"Russell's teapot still orbits between Earth and Mars. Prove it doesn't."
What is Burden of Proof? Whoever makes the positive claim carries the obligation to support it. Absence of disproof isn't proof. Strategy debates that drift into 'prove it won't work' have already lost the burden game.
Standard tool in The Philosopher's Toolkit and any rigorous critical-thinking text.
Strategy debates that drift into 'prove it won't work' have already lost the burden game.
Make the proponent meet the burden — falsifiable prediction, success criteria, deadline.
Use the model. Pick the move.
Whoever makes the positive claim carries the obligation to support it. Absence of disproof isn't proof. You've just seen this: Standard tool in The Philosopher's Toolkit and any rigorous critical-thinking text. Which lever does the model recommend?
Pick a lever. There are no neutral ones — every incentive funds a behavior somewhere.
Pick a reaction to Burden of Proof
One tap. We'll point you at the most useful next surface based on how this hits.
The full taxonomy entry
Every concept in the Atlas uses the same structure — so Burden of Proof can be compared, recombined, and cited like an element on a periodic table.
- Business
- Leadership
- Government
- Healthcare
- Education
- Sales
- Marketing
- AI
- Negotiation
- Media
- Public Policy
- Relationships
- Where in our org would Burden of Proof most often show up unnoticed?
- Which metric, ritual, or contract clause quietly rewards Burden of Proof?
- If we removed every payoff for Burden of Proof, what behavior would replace it?
- Who benefits when Burden of Proof persists — and who pays the cost?
- People defend the status quo using the language of burden of proof.
- Decisions cluster around the easiest narrative rather than the strongest evidence.
- New data changes the slide deck but not the decision.
- Anyone naming the pattern is treated as the problem.
Every Atlas entry is a node in a knowledge graph. See the related rail below to follow the connections.
See Burden of Proof through 3 lenses
Each layer of the Incentives OS reframes this concept with its own thinkers, vocabulary, and diagnostic question.
Do you actually know Burden of Proof?
Three quick questions. Result is saved into your review streak — come back when the term is due to lock it in.
Which best describes Burden of Proof?
Worked example, counter-example & concept map
On-demand AI analysis grounded in the Lab's research. Cached on your device after first run.
When you encounter Burden of Proof, your prefrontal cortex has to do extra work to override the automatic response — and that override budget is finite.
Executive control, planning, impulse override, working memory, System 2. First thing to go offline under stress, fatigue, or low blood sugar. Why your 4pm decisions are worse than your 9am ones.
See Prefrontal in the Brain Atlas →Picked for you, from the Atlas
Ranked by shared learning paths, overlapping chips, and what you've saved.
Treating one kind of thing as if it belonged to a different ontological category.
Justified true belief isn't always knowledge — luck can produce true beliefs from defective reasoning.
You can't derive an 'ought' (value claim) from an 'is' (factual claim) without a smuggled premise.
If P then Q. P. Therefore Q. The most basic valid inference move in formal logic.
If P then Q. Not Q. Therefore not P. The logic behind every falsification test.
Necessary = required for X. Sufficient = enough on its own for X. Conflating them is a common error.
Send the card, not just the link
A pre-rendered social card with the title, eyebrow, and URL. Copy the link, post it anywhere, or download the SVG for slides.
More definitions to follow
Every term in the Atlas connects to a dozen others. Pick any of these and see where it takes you.
Systems paid per filled bed have weak incentives to invest in prevention or community health.
Evaluated separately, the smaller-but-complete option beats the larger-but-flawed one.
The point where a skill becomes 'good enough' and stops improving automatically.
Cache common prompt prefixes to reduce cost and latency.
Repeated stimuli sometimes produce stronger response.
Pulling information out of memory cements it better than passively re-reading it.
Funnels rewarded for new logos under-invest in retention and lifetime value.
Attention is the most contested resource in modern work.
Donors penalize 'overhead'; charities under-invest in capacity.
Renewed interest in a stimulus when a novel stimulus is introduced.
Low ability paired with high confidence.
Subsidizing coastal living and freezing flood maps treats catastrophic risk as a public liability.