Chunking Up / Chunking Down
Moving between abstraction levels — chunking up finds shared values, chunking down finds specifics.
"Two people who disagree on tactics usually agree one chunk up. Find that floor."
What is Chunking Up / Chunking Down? Moving between abstraction levels — chunking up finds shared values, chunking down finds specifics. Negotiation, conflict resolution, strategy alignment.
NLP language pattern; sibling to systems-thinking 'iceberg' moves.
Negotiation, conflict resolution, strategy alignment.
When stuck, chunk up to values. When vague, chunk down to behaviors.
Use the model. Pick the move.
Moving between abstraction levels — chunking up finds shared values, chunking down finds specifics. You've just seen this: NLP language pattern; sibling to systems-thinking 'iceberg' moves. Which lever does the model recommend?
Pick a lever. There are no neutral ones — every incentive funds a behavior somewhere.
Pick a reaction to Chunking Up / Chunking Down
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 Chunking Up / Chunking Down 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 Chunking Up / Chunking Down most often show up unnoticed?
- Which metric, ritual, or contract clause quietly rewards Chunking Up / Chunking Down?
- If we removed every payoff for Chunking Up / Chunking Down, what behavior would replace it?
- Who benefits when Chunking Up / Chunking Down persists — and who pays the cost?
- People defend the status quo using the language of chunking up / chunking down.
- 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 Chunking Up / Chunking Down through 4 lenses
Each layer of the Incentives OS reframes this concept with its own thinkers, vocabulary, and diagnostic question.
- Layer 8Organizational Psychology
What is the org actually rewarding — versus claiming to reward?
- Layer 10Negotiation
Where is the real leverage — and what interests sit behind the stated positions?
- Layer 15AI & Alignment
What proxy reward is the AI optimizing — and what is it ignoring?
- Layer 21Mental Models & Mastery
Which model — or stack of models — are we missing here?
Do you actually know Chunking Up / Chunking Down?
Three quick questions. Result is saved into your review streak — come back when the term is due to lock it in.
Which best describes Chunking Up / Chunking Down?
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 Chunking Up / Chunking Down, your anterior cingulate fires the alarm of mismatch — and the brain will work hard to resolve that discomfort, usually by changing its mind, not its world.
Conflict monitoring, error detection, effort allocation, pain of being wrong. Generates the unmistakable feeling of cognitive dissonance — and the urge to make it stop, often by changing the belief, not the behavior.
See ACC in the Brain Atlas →Picked for you, from the Atlas
Ranked by shared learning paths, overlapping chips, and what you've saved.
Deriving general rules from specific examples; the leap from instance to concept.
The brain evolved to reason adaptively, not always truthfully, to reduce the cost of errors.
We solve problems by adding, even when subtracting would be better.
Assuming that if one option is true, another must be false, when both can be true.
Presuming a purposeful actor behind events that may have no actor at all.
What cannot be settled by experiment is not worth debating.
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.
We remember peaks and ends, not the duration in between.
'Equal value' exchanges incentivize subjective appraisal gaming to trade low-utility land for high-value public assets.
Everything takes longer than you expect, even when you account for Hofstadter's Law.
When trivial metrics become the target, the trivial becomes the strategy.
Redefining a category to exclude counterexamples.
Putting off action under present bias, inertia, or choice overload.
Thinking about yourself in the third person reduces emotional reactivity and improves judgment.
A combination of complementary skills that produces compounding advantage greater than the sum of parts.
Productivity targets compress visits, raising misdiagnosis and burnout.
Saying it enough times until it sounds true.
Using a fake identity to deceive someone, usually for gain or manipulation.
How much input the model can process at once.