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 span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Openalex:
A5132699467
ORCID evidence
No valid ORCID is stored.
Observed aliases (2)
- Demo, Luca Garzino (openalex, provider refresh)
- Luca Garzino Demo (openalex, provider refresh)
Topics and outcomes in this view
Assessment themes
- Human Ai Collab: 1 paper
- Innovation: 1 paper
- Org Design: 1 paper
- Productivity: 1 paper
Claim outcomes
- Innovation Output: 1 paper
- Adoption Rate: 1 paper
- Creativity: 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 |
|---|---|---|---|
| Transformative AI will likely be many, not one: diverse teams of specialized, epistemically distinct AI agents are better positioned to drive deep innovation than lone superintelligences because diversity broadens search, delays premature consensus, and enables unconventional solutions.openalex | Demo, Luca Garzino provider id |
2026-03-30 | 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.