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Artificial general intelligence

As explained in WordPress Power Toolkit: Harness AI to build next-level websites

Artificial general intelligence is AI capable of performing a broad range of intellectual tasks at or above human level.

Artificial general intelligence (AGI) is AI that can perform all intellectual tasks at human level or above. It differs from narrowly focused AI, which may surpass people at particular tasks without having broad, general capability. section 1.4.1

A system can be impressive at math, programming, reasoning, text summarization, visual media, or code debugging and still be specialized rather than AGI. General intelligence means capability across the full range of intellectual work, not excellence in one area. section 1.4.1

Specialist performance is not AGI

Disease diagnosis, chess, and Go illustrate narrow AI: a system can outperform humans in one demanding domain while falling short of the broad ability implied by AGI. section 1.4.1

AGI also raises the alignment problem: keeping AI united with human values and goals. Concerns about autonomy, deception, independence, and human control make safety a central consideration alongside capability. section 1.4.1

How WordPress Power Toolkit: Harness AI to build next-level websites covers it

How deep it goes
Defines AGI through broad human-level intellectual performance and contrasts it with task-specific AI without detailing technical mechanisms.
Examples
Uses disease diagnosis, chess, and Go as examples of narrow AI exceeding humans in specific tasks.
What you can do after
Evaluate/understand whether an AI claim describes specialized performance or broad general intelligence.
How it connects
Connects AGI to narrow AI, multimodal AI, Custom GPTs, and the alignment problem.

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This explainer was generated by Manning's knowledge graph from the text of WordPress Power Toolkit: Harness AI to build next-level websites. The section links point to the parts of the book it draws on.