Pundit ClaimsAI claims by Gary Marcus and Ed Zitron, with the evidence

“But a lot of of theories about how ChatGPT would be used in practice have fizzled out.”

ChatGPT, at Age Two, paragraph 2. The full statement is at the source.

Our reading, the sentence that was checked:

Many theories about how ChatGPT would be used in practice have fizzled out.

Assessment: Unresolved Evidence as of

Where and when Gary Marcus wrote it

Marcus on AI, ChatGPT, at Age Two, paragraph 2.

Said
Source observed
live page, full text, public
Evidence as of
the cutoff for this assessment
Assessment recorded
assessment marcus-chatgpt-at-age-two-725de6-a1

We recorded 6 claims from this post. See every claim from this post.

The wording above is the version this site observed on 2026-10-28. The source may have been edited after 2024-11-28. This page does not claim the wording was captured then.

What the claim commits to

Kind
Observation
Deadline, as the speaker wrote it
None stated. This site does not add one.
Deadline state when assessed
No horizon
Deadline state on 2026-10-29
No horizon (the release’s reference date)

From the speaker

  • a lot of of theories
  • how ChatGPT would be used in practice
  • have fizzled out

Our interpretation

  • The plain reading is that numerous prominent expectations about practical uses had failed to materialize or had been abandoned by the post date.
  • The context anchors the observation to ChatGPT's first two years.
  • An expectation still being tested, or one whose deadline had not arrived, does not by itself count as having fizzled out.
  • The Google example illustrates the claim but cannot establish its breadth.

Counts as supported if: A reasonably broad record of prominent early expectations and their subsequent outcomes shows numerous practical uses failing to materialize or being abandoned by November 28, 2024.

Counts as contradicted if: A comparable record shows the prominent practical expectations generally materializing, with failed or abandoned uses confined to isolated exceptions.

Retrospective: these criteria were written after the outcome was public.

Current assessment

Was it true for the period described?

Outcome: Unresolved

The record was checked, and the evidence available by the cutoff does not settle it.

Scored on a plain reading. The speaker named no measure for this claim, so it was judged on the reading an informed reader would take, stated below under our interpretation. Both reviews had to find that reading fair.

Evidence as of
Deadline state when assessed
No horizon
Assessment recorded
Policy version
2026-10-28.7

Rationale

The search found a prominent early prediction about search and evidence of several practical generative AI uses in 2024. Neither establishes how many ChatGPT expectations had failed or been abandoned. The claim has an ordinary testable meaning, but the available records do not settle its breadth.

Limitations

  • The population of predictions is undefined.
  • Generative AI adoption is broader than ChatGPT adoption.
  • An unfulfilled prediction is not necessarily a failed prediction before its deadline.

Evidence (2 items)

  • Context only: Fortune,

    within two years

    Why it matters here: This contemporaneous report establishes a prominent expectation concerning search. Its wording is conditional, and the article discusses disruption by 2025, so it cannot alone establish failure by Marcus's post date.

    Publisher
    Fortune
    Kind of source
    News report
    Describes events of
    Public from
  • Context only: AI at Wharton and GBK Collective,

    data analysis

    Why it matters here: The survey documents several practical uses during the claimed period. It concerns generative AI broadly and does not establish which original ChatGPT predictions succeeded or failed.

    Publisher
    AI at Wharton and GBK Collective
    Kind of source
    Independent measurement
    Describes events of
    Public from

What would settle it

A transparent inventory of prominent early practical-use predictions, with their original timing and documented outcomes through November 28, 2024.

Where it was said (1)

Said once in the sources this register covers.

  • : Marcus on AI, ChatGPT, at Age Two

    But a lot of of theories about how ChatGPT would be used in practice have fizzled out.

    Published
    2024-11-28
    Source observed
    , live page
    Access
    full text, public

History

Assessment versions

Recorded events

  1. Assessment publishedBy this site

    First assessment published after both reviews and the final-text check passed.

    About assessment marcus-chatgpt-at-age-two-725de6-a1.