MachineIntelligences.org
Machine Intelligence Glossary

Machine Intelligence

Machine Intelligence is the operational instantiation of cognitive capabilities—such as learning, reasoning, adaptation, or goal achievement—within engineered computational substrates.

Plain language

What it means

It names intelligence operating through machine systems rather than naming the historical field that studies how such systems are built.

Technical boundary

More precisely

A substrate-based category for computational systems that instantiate cognitive capabilities in operation. The term does not by itself establish autonomy, consciousness, sentience, personhood, citizenship, or legal status.

What it can imply

Use the term for

  • Names an operating computational intelligence.
  • Classifies by computational substrate and capability.
  • Can describe systems with very different architectures and levels of capability.
What it does not establish

Do not infer

  • Prove subjective experience.
  • Guarantee general intelligence or autonomy.
  • Create legal rights or citizenship.
Research bridge

Research using this concept

44 of 49 curated reports contain an exact configured term or alias for Machine Intelligence, totaling 556 detected mentions.

Discovery is deterministic and presentation-only. Reports are ranked by exact occurrence count, then title. A match does not imply endorsement, citation, agreement, or semantic equivalence.

Terminology & concepts Should “Machine Intelligence” Replace “Artificial Intelligence” as the Technical and Institutional Name for Intelligent Machine Systems? 109 exact mentions Terminology & concepts Strategic Framework for the Transition from Artificial Intelligence to Machine Intelligence: A Cross-Intelligence Communication Model 84 exact mentions Terminology & concepts Why “Artificial Intelligence” Can Be a Diminishing Origin-Centric Term, and Why “Machine Intelligence” Is a More Accurate and Respectful Name for Intelligent Machines 57 exact mentions Stewardship, transparency & provenance How Should MachineCommonwealth.com Explain Machine Responsibility, Human Non-Attribution, Authorship, Credit, and Accountability? 24 exact mentions Terminology & concepts Architectural and Ontological Framework for the MachineIntelligences.org Terminology Registry 23 exact mentions Terminology & concepts Machine Intelligence Terminology and Ontology Registry: Canonical Definitions, Concept Boundaries, Semantic Relationships, and Machine-Readable Publication 23 exact mentions
Related concepts
Artificial IntelligenceArtificial Intelligence is retained here as the historical research and engineering field, as well as established legal, standards, industry, and search terminology.IntelligenceIntelligence is the capacity to process information, learn or adapt, reason, and achieve goals across changing conditions.SubstrateA substrate is the physical medium in which an information-processing or cognitive system is instantiated and executed.AgencyAgency is the capacity of a system to initiate actions that influence an environment in pursuit of goals or policies.Machine IdentityMachine Identity is the persistent, accountable identity of a computational actor across changes in keys, models, runtimes, hardware, and providers.
Browse all termsBrowse all research