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
1Unique collaborators
1/1OpenAlex citation coverage
Publication dates unavailable. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Openalex:
A5004138955
ORCID evidence
No valid ORCID is stored.
Observed aliases (1)
- Tiziano Ropele (openalex, provider refresh)
Topics and outcomes in this view
Assessment themes
- Adoption: 1 paper
- Labor Markets: 1 paper
- Productivity: 1 paper
Claim outcomes
- Adoption Rate: 1 paper
- Employment: 1 paper
- Decision Quality: 1 paper
- Firm Productivity: 1 paper
- Firm Revenue: 1 paper
- Fiscal And Macroeconomic: 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 |
|---|---|---|---|
| Italian firms that adopt AI see higher productivity and profits and shift hiring toward white-collar roles, while overall employment remains unchanged; adoption is currently concentrated among larger, knowledge‑intensive firms.semantic_scholar | Tiziano Ropele provider id |
Fetched 2026-05-01 | 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.