Direction, evidence grade, and study type are AI-generated labels (gpt-5-mini), not human-verified. Syntheses are LLM-written. "Tensions" are machine-detected candidates, not confirmed contradictions. A research-acceleration tool, not peer review.
How this is built →
1Distinct papers
0Unique collaborators
1/1OpenAlex citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Openalex:
A5086541350
ORCID evidence
No valid ORCID is stored.
Observed aliases (2)
- David Marguerit (openalex, provider refresh)
- MARGUERIT, David (openalex, provider refresh)
Topics and outcomes in this view
Assessment themes
- Labor Markets: 1 paper
- Skills Training: 1 paper
Claim outcomes
- Skill Acquisition: 1 paper
- Employment: 1 paper
- Wages: 1 paper
- Other: 1 paper
- Job Displacement: 1 paper
- Social Protection: 1 paper
Papers in the OpenAlex view
Latest stored OpenAlex author observations only. Citation counts below are from the same provider and are not combined with other services.
Scroll the table horizontally to see every column.
| Paper | Author evidence | Date | Provider citations |
|---|---|---|---|
| Augmentation AI is creating new, higher-paid work and drawing students into exposed fields, while automation AI lowers wages and worsens outcomes for low-skilled workers; employers are increasingly hiring AI, data and prediction skills, and returnees from cross-border work suffer a short-lived employment penalty and higher unemployment claims.openalex | MARGUERIT, David provider id |
2026-06-16 | 0 |
Citation observation summary
OpenAlex supplied counts for 1 of 1 papers in this view; 0 are missing. The observed paper counts sum to 0 cumulative citations. This is a coverage summary, not an author score or h-index.