Compute Economics
GPU access and pricing shape what's feasible.
"Strategy moves with the GPU curve."
What is Compute Economics? GPU access and pricing shape what's feasible. Strategic infrastructure decisions.
Inference cost-per-token shaping deployment patterns.
Strategic infrastructure decisions.
Monitor compute cost trajectories. Plan against multiple scenarios.
Pick what to reward the model for.
GPU access and pricing shape what's feasible. In the wild: Inference cost-per-token shaping deployment patterns.
Pick a lever. There are no neutral ones — every incentive funds a behavior somewhere.
Pick a reaction to Compute Economics
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 Compute Economics 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 Compute Economics most often show up unnoticed?
- Which metric, ritual, or contract clause quietly rewards Compute Economics?
- If we removed every payoff for Compute Economics, what behavior would replace it?
- Who benefits when Compute Economics persists — and who pays the cost?
- People defend the status quo using the language of compute economics.
- 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 Compute Economics through 2 lenses
Each layer of the Incentives OS reframes this concept with its own thinkers, vocabulary, and diagnostic question.
Long-form essays that cite Compute Economics
From the Research Center — where this concept gets argued, applied, and stress-tested.
Do you actually know Compute Economics?
Three quick questions. Result is saved into your review streak — come back when the term is due to lock it in.
Which best describes Compute Economics?
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 Compute Economics, 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.
AI investment outpacing measurable productivity gains.
Operating economics shaped by per-token pricing.
A handful of providers shape the entire AI economy.
Training is a one-time cost. Inference is forever.
Cache common prompt prefixes to reduce cost and latency.
Real cost includes data, ops, monitoring, governance, training.
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.
Self-control draws from a limited daily pool. (Contested in lab; observed in life.)
Federal policy forces homeowners to rebuild doomed structures while waiting on mitigation buyouts.
In a cold state, we systematically underestimate how a hot state will hijack us.
Players reason a fixed number of steps ahead about what others will do — and rarely beyond level 2 or 3.
What the model is actually optimizing.
Promoting your best individual contributor to manager loses you both.
Every interaction is bidirectional persuasion — you're never just the seller or the buyer.
A point in time that feels meaningfully separate from before — and invites new behavior.
Earn-outs designed to retain founders often demotivate the team they bought.
Attention is the most contested resource in modern work.
Deliberate, sustained effort to damage someone's reputation.
Software architecture mirrors org structure.