Encyclopedia · 187 concepts

Core ML Concepts · beginner · concept 21 of 187

Narrow AI vs Strong AI

Narrow or weak AI covers every system shipping today: models trained for a bounded task set, from spam filters to frontier chatbots. Strong AI is the contrast, and the term carries two meanings. Searle coined it in 1980 for the claim that a running program literally understands, a claim about mind, not capability. Vendors now use it as a synonym for artificial general intelligence, a claim about breadth of competence. On Searle's framing, a system could match humans on every task and still understand nothing.

Key terms

weak AInarrow AIstrong AI (Searle's sense)artificial general intelligenceChinese Room argument

Where you meet it in the real world

Vendor claim review and procurement due diligence, AI policy and regulatory scoping, capability evaluation design, AGI timeline debates, philosophy of mind coursework