On-Device vs. Cloud
Where the model runs shapes privacy, latency, cost, and capability.
"Three different tradeoffs. Pick two."
What is On-Device vs. Cloud? Where the model runs shapes privacy, latency, cost, and capability. Deployment architecture decision.
Mobile AI vs. data-center AI.
Deployment architecture decision.
Choose deliberately per use case.
Pick what to reward the model for.
Where the model runs shapes privacy, latency, cost, and capability. In the wild: Mobile AI vs.
Pick a lever. There are no neutral ones — every incentive funds a behavior somewhere.
Pick a reaction to On-Device vs. Cloud
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 On-Device vs. Cloud 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 On-Device vs. Cloud most often show up unnoticed?
- Which metric, ritual, or contract clause quietly rewards On-Device vs. Cloud?
- If we removed every payoff for On-Device vs. Cloud, what behavior would replace it?
- Who benefits when On-Device vs. Cloud persists — and who pays the cost?
- People defend the status quo using the language of on-device vs. cloud.
- 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 On-Device vs. Cloud through 4 lenses
Each layer of the Incentives OS reframes this concept with its own thinkers, vocabulary, and diagnostic question.
- Layer 1Existing Framework
Which developmental stage and archetype is driving this?
- Layer 11Economics & Mechanism Design
Who pays, who is paid, and what does the price signal hide?
- Layer 15AI & Alignment
What proxy reward is the AI optimizing — and what is it ignoring?
- Layer 19Human Needs & Meaning
Which basic human need is being met — or starved — by this design?
Do you actually know On-Device vs. Cloud?
Three quick questions. Result is saved into your review streak — come back when the term is due to lock it in.
Which best describes On-Device vs. Cloud?
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 On-Device vs. Cloud, 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 system that takes actions to achieve goals, often across tools.
Designing processes from scratch around AI capability.
The relationship between inputs and outputs changes.
How much input the model can process at once.
Underlying data distribution changes over time.
Vector representation of content for similarity and search.
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.
Updating beliefs too slowly when new evidence arrives.
Selling winners too early and holding losers too long.
Concluding that because an argument contained a fallacy, its conclusion must be false.
Repeated stimuli produce diminishing response.
Customers hire products to do a job in their life.
Context-switching feels productive but cuts effective output and quality.
Originators paid on volume, not on default rates, fueled the subprime collapse.
Brain system that decides what's important right now.
Progress more often comes from removing the wrong things than adding the right ones — cut activities, commitments, beliefs, relationships that drain.
Means-tested benefits that drop sharply at income thresholds penalize recipients for earning more.
It's true because authority says so.
The energy needed to refute bullshit is an order of magnitude bigger than to produce it.