Glossary
Inference
Running a trained model to produce an output.
Reviewed as part of AI Crypto Vocabulary for Beginners, using the primary references listed below. Updated 2026-07-19.
Plain-English meaning
Inference is used here to describe running a trained model to produce an output. In the daily board, the word is grouped by the role it performs rather than by spelling or market popularity.
You may encounter it in a product interface, technical document, risk report, policy paper, or market dashboard. The term is included for recognition and comparison, not as a product recommendation.
Important boundary
Inference does not imply that training data or model weights are on-chain.
When this word appears in a report, identify the mechanism being described before treating the label as a conclusion. Similar terms can point to different causes, controls, or outcomes.
Why it belongs with AI Inference Stack
These words cover the runtime pieces that shape speed, cost, and throughput when a model answers.
When solving the puzzle, compare the job this term performs with nearby cards. A correct group usually shares a function, risk type, workflow, or market structure rather than simply sharing similar wording.
Where you might see it
You might encounter this term while reading educational explainers, product documentation, risk disclosures, market dashboards, or beginner guides. Always separate vocabulary learning from financial decision-making.
Reading cue
Mapping a project claim to the system parts it actually uses
Use the full guide's applied scenario to ask where Inference enters the process, what evidence supports it, and which nearby concept it could be confused with.
Read the complete applied scenarioNearby concepts
Compare before you memorize
Smart contract
Code executed according to blockchain consensus rules.
It can coordinate payments or permissions but is not itself an AI model.Oracle
A mechanism that supplies external data to a blockchain application.
An oracle transports or validates inputs; it does not make every input true.Agent wallet
A wallet or account used by an automated system under defined controls.
Automation does not remove the need for permissions, limits, and accountability.Knowledge check
Check the distinction
Does an on-chain payment make an AI model decentralized?
No. Payment, model hosting, data, control, and verification are separate architectural choices.
Source trail
References behind this explanation
These references support the surrounding guide and concept boundaries. Open the full source when you need the original technical or policy context.