Private preview. Not published and not indexed.

Source SRC-SL-BECKER-METR-SELF-REPORT-SURVEY-2026-05-11

Becker, “Measuring the Self-Reported Impact of Early-2026 AI on Technical Worker Productivity,” METR, 11 May 2026

No checked link to the original yet. Use the reference above to find it.

Source class (bibliographic)
SURVEY
Source-level roles
none
Institutional position
Independent research nonprofit
Visibility
PUBLIC_REFERENCE
Registry section
—

Version

Pinned version v1.0 (entry SRC-SL-BECKER-METR-SELF-REPORT-SURVEY-2026-05-11--v1.0) — this page never floats to newer evidence.

This pinned version is also the current version.

Versions:v1.0 · current

Linked Claims

Registry “Linked claim” (logical Claim identity; never a pinned version): LD03-SL-C14.

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 2f3a44ddd8fa8e1c7711e25514569ff32b73d8daf68a9bcab7395554b9f26481.

Repository-authored inputs (not Drive exports)

  • SocioLens claim — LD03-SL-C14 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-03 debate; a new Claim, first version, written from the project's LD-03 source notes, checked against full texts or official abstracts. Block “ENTRY 14 — LD03-SL-C14” SHA-256 998fdc394b37c3ca2e6df42147fc4951e62ac5b9ada1f0b77d29f33fb14a4d8a; fixture fixtures/authored/claims/LD03-SL-C14--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-BECKER-METR-SELF-REPORT-SURVEY-2026-05-11--v1.0 current.
  • VISIBILITY = PUBLIC_REFERENCE — basis: Explicit public provenance selection by LD03-SL-C14--v1.0 (explicit version-pinned public provenance of this ClaimVersion (Amendment v1.2 §6): the pinned field-6 Source record "Becker, “Measuring the Self-Reported Impact of Early-2026 AI on Technical Worker Productivity,” METR, 11 May 2026".) (Amendment v1.2 §4, §6).