Provenance record

ChatGPT’s expanding world of work

OpenAI (tier 1, lab) 2026-10-26T10:00:00.000Z Original ↗

Source note: Primary statements from a frontier lab. Self-interested by construction.

Discourse valence

Mixed or uncertain

confidence 80% · 1 item

-100

-50

+50

+100

Adverse readingFavourable reading

Single-model reading. This item did not meet the threshold for a multi-model panel.

Employment and displacement Human agency and epistemics Concentration of power

Excerpt as ingested

Explore OpenAI Signals data on 165 work activities across nearly 100 countries, revealing how people use ChatGPT for work and how usage changes over time.

Every model that read this

Model	Provider	Stage	Score	Conf.	Latency	Prompt	When
Llama 3.3 70B	Meta	analysis	0	80%	2556ms	v1.0.0 / m1.0.1	2026-10-26 18:18

Llama 3.3 70B · reading

Item presents data on ChatGPT usage without evaluating implications.

evidence: primary horizon: n/a

Evidence extracted

OpenAI Signals data tracks 165 work activities

The chain

SOURCE     OpenAI (tier 1)
   ↓
DOCUMENT   b4cd579a-f0e8-4774-b2f9-d98d57be8207
           https://openai.com/index/chatgpt-expanding-world-of-work
   ↓
EVIDENCE   1 extracted excerpt
   ↓
MODEL RUN  1 run, methodology 1.0.1
   ↓
SCORE      0  (Mixed or uncertain)
   ↓
CONFIDENCE 80%