ClaimsSteven Pinker

“I argued that any intelligent system is a mechanism which is good at solving some problems but not others, and which is inherently limited by knowledge about the world attainable only by observation and experimentation.”

Steven Pinker, author of open letter 26 September 2026 Steven Pinker Replies to Scott Alexander on AI (Quillette) archived copy

Factual AI safety and alignment

Pinker said he had argued that any intelligent system is a mechanism good at solving some problems but not others, and that it is inherently limited by knowledge about the world attainable only through observation and experimentation.

Mostly true True in substance, wrong in a detail.

Factual: Statements about the present or the past, checked against the record: did they hold up?

The evidence is the person's or their organisation's own records.

What would count as true or false

True: the text of Enlightenment Now (2018) contains an argument, made by Pinker, that any intelligent system is a mechanism that is good at solving some problems but not others, and that it is limited by knowledge of the world that can only be gained through observation and experimentation (e.g. in its discussion of AI risk). Both parts must be present in that book. Mostly true: both ideas appear in Enlightenment Now, with slightly different wording or emphasis, or one part is only implied. Mixed: only one of the two parts appears in Enlightenment Now, or both parts appear but in a different Pinker work and not in Enlightenment Now. Mostly false: Enlightenment Now discusses AI but makes neither argument in substance, which appears only elsewhere. False: Enlightenment Now contains nothing resembling this argument, or argues the opposite.

Set before the research began.

Evidence (4)

  1. E1 We're told to fear robots. But why do we think they'll turn on us? Popular Science · 14 February 2018 Own record

    “Computers may be programmed to take on some of these problems (like recognizing faces), not to bother with others (like charming mates), and to take on still other problems that humans can’t solve (like simulating the climate or sorting millions of accounting records).”
  2. E2 We're told to fear robots. But why do we think they'll turn on us? Popular Science · 14 February 2018 Own record

    “Understanding does not obey Moore’s Law: Knowledge is acquired by formulating explanations and testing them against reality, not by running an algorithm faster and faster.”
  3. E3 Pinker on progress Mindblog (Deric Bownds) · 6 March 2018

    “Chapter 19 deals with existential threats such as nuclear war, the imagined dangers of artificial intelligence, etc.”
  4. E4 Steve Pinker on AI Doom [My take: a Rube Goldberg confabulation of Brobdingnagian proportions] New Savanna (blog) · 20 March 2023 Own record

    “This is in contrast to what intelligence really is: a gadget that can compute particular outputs that are useful in particular worlds.”

Reasoning

The Popular Science excerpt from Enlightenment Now (E1) says computers may take on some problems, not bother with others, and handle still others humans cannot. This matches the 'good at some problems but not others' idea, though it is framed around computers rather than 'any intelligent system.' The same excerpt (E2) says knowledge comes from formulating explanations and testing them against reality, not from faster algorithms. That is close in substance to the limit set by observation and experimentation, but worded differently. E3 independently notes that the book's Chapter 19 deals with existential threats including the imagined dangers of artificial intelligence; the two ideas themselves appear, with somewhat different wording and emphasis, in the 2018 Popular Science piece linked to Enlightenment Now [E1][E2].

Cite this claim

Steven Pinker, “Pinker said he had argued that any intelligent system is a mechanism good at solving some problems but not others, and that it is inherently limited by knowledge about the world attainable only through observation and experimentation.” (said 26 September 2026). Verdict: mostly true. Reliability API, claim c_b1cf5fc7421c, method 0.1.0+28da144b, dataset release v1.1.2. https://epistacklabs.com/claims/c_b1cf5fc7421c

This claim is in dataset release v1.1.2, with the same verdict.

Reply to this claim

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More factual claims by Steven Pinker

  1. Mixed Factual 2023
    “Part of the problem is that a lot of artificial intelligence has been deployed toward dubious goals like multiplying propaganda, disinformation, phishing scams, manipulating people into doing things…”

    A lot of artificial intelligence has been deployed toward dubious goals such as propaganda, disinformation, phishing scams and manipulating people.

  2. Mostly true Factual 11 October 2026
    “A major fact about language, known for decades, is that people don’t blurt out what they mean”

    It has been known for decades in the study of language that people do not blurt out what they mean but use euphemism, innuendo and indirection.

  3. Mostly true Factual 11 October 2026
    “But in other kinds violence, such as homicides, the progress has definitely continued.”

    Progress against homicide has definitely continued, with homicide rates for most countries and for the world as a whole better now than 15 years ago.

  4. Mostly true Factual 11 October 2026
    “I float a number of hypotheses as to why cooperation and human flourishing in general have increased.”

    Pinker said he floats a number of hypotheses as to why cooperation and human flourishing in general have increased.

  5. Mostly true Factual 11 October 2026
    “Those were as old as civilisation.”

    Slavery and imperialism were as old as civilisation, predating the Enlightenment.

All of them

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