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Messeri & Crockett, “Artificial intelligence and illusions of understanding in scientific research,” Nature 627, 2024

Source SRC-SL-MESSERI-CROCKETT-NATURE-2024

Open the original (DOI; link checked 2026-10-19)

Type of source
Peer-reviewed journal article
Institutional position
Independent academic (Yale University and Princeton University)

Version

This is the current version, v1.0. Earlier versions stay available, and their records never change.

Versions: v1.0 · current

Claims that cite this source

Raw record: coded values of this source record
Source class (bibliographic)
PEER_REVIEWED_JOURNAL_ARTICLE
Source-level roles
none
Visibility
PUBLIC_REFERENCE
Registry section
none
Registry “Linked claim” (logical Claim identity; never a pinned version)
LD09-SL-C04
Cited in field 6 of
LD09-SL-C04--v1.0
Research-of-record provenance

Materialized by sociolens-materializer 0.6.0 at 2026-09-28T20:00:00.000Z; normalization contract SocioLens — Claim Value Vocabulary v1.0.2 — Pre-Spike Materialization Contract (v1.0.2). Content seal SHA-256 c95e7f08f42de5eff2bb856a541878371c5f1ad6051e1b23493997a84c60d67a.

Repository-authored inputs (not Drive exports)

  • SocioLens claim — LD09-SL-C04 v1.0 (v1.0) — written in the SocioLens repository by Project Lead (Claude, AI) on 2026-10-15; no Drive identity exists. Authority: AGENTS.md "Authority" (the Project Lead decides research content within the research-integrity rules) and the Owner's choice in the SocioLens project chat on 15 October 2026 to build the LD-09 debate; a new Claim, first version, written from the project's LD-09 source notes, checked against full texts or official abstracts. Block “ENTRY 04 — LD09-SL-C04” SHA-256 a880889f4aa8a84b9b89f29163fbb9abfd4165112f49cdea839af7dbb25f03c6; fixture fixtures/authored/claims/LD09-SL-C04--v1.0.

Builder decisions (not Drive data)

  • VERSION = v1.0 — basis: First SocioLens materialized record for this Source identity; no predecessor record exists (Publication System Amendment v1.2 §4). SocioLens Source-record version, not the external source's edition, revision or version of record.
  • CURRENT_POINTER = true — basis: Publication System Amendment v1.2 §4: the sole SocioLens record version for this Source identity; the materialization manifest explicitly designates SRC-SL-MESSERI-CROCKETT-NATURE-2024--v1.0 current.
  • VISIBILITY = PUBLIC_REFERENCE — basis: Explicit public provenance selection by LD09-SL-C04--v1.0 (explicit version-pinned public provenance of this ClaimVersion (Amendment v1.2 §6): the pinned field-6 Source record "Messeri & Crockett, “Artificial intelligence and illusions of understanding in scientific research,” Nature 627, 2024".) (Amendment v1.2 §4, §6).