A field guide to AI positions

AI skepticism

Broad outlook.

Dated sources are over 18 months old; other dates are unknown.

Publication dates and source age

Sources counted: 2

Newest dated source: 2024-03-07

Assessed at this edition's evidence cutoff: 2026-09-15. 18-month boundary: 2025-03-15.

Some publication dates are unknown; the newest dated source may not be the newest source overall.

Publication age does not tell us whether a claim is still valid. Reading an old source again does not make its publication date newer. An update date does not establish that the passage we used was updated.

Open in the glossary Reading notes · Structured record

Prepared with AI assistance. Not independently fact-checked. Original sources and qualifications are below.

In plain language

Doubt about specific AI claims, such as its abilities, benefits or dangers; what someone doubts matters. [1]

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Explanation based on the linked sources. Claim ID: claim-term-skeptic-1a5192ba3d7825ca26b24a72. Edition 0.20.0.

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Limits & distinctions

Doubting one forecast does not imply dismissing discrimination, labor effects, privacy or other present harms. [2]

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Explanation based on the linked sources. Claim ID: claim-term-skeptic-09422ce4d5c74cb753a9bb98. Edition 0.20.0.

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A fuller explanation

Skepticism about a particular AI claim: present capabilities, timelines, proposed benefits, or catastrophic scenarios. The object of doubt matters. [1]

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Explanation based on the linked sources. Claim ID: claim-term-skeptic-1e4c26398ee834b2e16dc7b8. Edition 0.20.0.

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How it relates to the map

Skepticism about extinction differs from skepticism about useful capabilities. Neither alone fixes a pace preference. [1]

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Editorial interpretation or qualification. Claim ID: claim-term-skeptic-25f52a21ad9f2e54a62ed1b2. Edition 0.20.0.

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https://theaiatlas.org/ideas/skeptic/

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Sources and what we read

  1. 1. Yann LeCun: Meta AI, Open Source, Limits of LLMs, AGI & the Future of AI, transcript #416

    Lex Fridman Podcast · First-hand source · Published 2024-03-07 · Material last read 2026-09-15

    Source is over 18 months old.

    Publication dates and source age

    Sources counted: 1

    Newest dated source: 2024-03-07

    Assessed at this edition's evidence cutoff: 2026-09-15. 18-month boundary: 2025-03-15.

    Publication age does not tell us whether a claim is still valid. Reading an old source again does not make its publication date newer. An update date does not establish that the passage we used was updated.

    What we read: The published interview transcript. Transcription errors are possible.

    No archived copy verified · Archive check 2026-09-15

    The Wayback availability lookup returned HTTP 429 (rate limited). No capture was verified; this does not show that no archived copy exists.

    First-person interview transcript. The host notes that transcription errors are possible. Current opposition to the pacing essay is reported separately.

    Source ID: lecun-interview

  2. 2. Ethics of Artificial Intelligence

    UNESCO · First-hand source · Published date unavailable · Material last read 2026-09-15

    Publication dates and source age

    Sources counted: 1

    Publication dates are unavailable.

    Assessed at this edition's evidence cutoff: 2026-09-15. 18-month boundary: 2025-03-15.

    Some publication dates are unknown; the newest dated source may not be the newest source overall.

    Publication age does not tell us whether a claim is still valid. Reading an old source again does not make its publication date newer. An update date does not establish that the passage we used was updated.

    Read scope is described in the source note.

    No archive check recorded.

    Read overview of rights, dignity, fairness and oversight. Recommendation adoption date is not assigned to the live page.

    Source ID: unesco-ethics

Edition and machine-readable evidence

Content version 0.20.0. Evidence cutoff 2026-09-15; this does not mean every source was read on that day.

Pinned complete dataset · Complete evidence page · Agent consumption guide