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 →
2Distinct papers
9Unique collaborators
2/2Semantic Scholar citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Semantic Scholar:
2270646
ORCID evidence
No valid ORCID is stored.
Observed aliases (1)
- F. Castellacci (semantic scholar, provider refresh)
Topics and outcomes in this view
Assessment themes
- Human Ai Collab: 2 papers
- Adoption: 1 paper
- Governance: 1 paper
- Innovation: 1 paper
- Productivity: 1 paper
- Skills Training: 1 paper
Claim outcomes
- Research Productivity: 2 papers
- Creativity: 1 paper
- Governance And Regulation: 1 paper
- Skill Acquisition: 1 paper
- Error Rate: 1 paper
- Innovation Output: 1 paper
- Market Structure: 1 paper
- Output Quality: 1 paper
- Skill Obsolescence: 1 paper
- Team Performance: 1 paper
Papers in the Semantic Scholar view
Latest stored Semantic Scholar 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 |
|---|---|---|---|
| Generative AI is boosting individual scientific output and citations but risks homogenising research, degrading training, and undermining selection signals; the authors propose a four-principle Responsible Research with AI framework to preserve gains while managing systemic risks.arxiv | F. Castellacci provider id |
2026-07-27 | 0 |
| AI widens firms' reach into distant knowledge but can hollow out radical discovery once automation is pervasive; beyond a threshold of AI automation firms shift from riskier, radical recombinations to safer incremental tweaks, and full automation risks eliminating originality altogether.arxiv | F. Castellacci provider id |
2026-04-02 | 0 |
Citation observation summary
Semantic Scholar supplied counts for 2 of 2 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.