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
3Unique collaborators
2/2Semantic Scholar citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Semantic Scholar:
2413779
ORCID evidence
No valid ORCID is stored.
Observed aliases (1)
- Sinan Aral (semantic scholar, provider refresh)
Topics and outcomes in this view
Assessment themes
- Adoption: 1 paper
- Governance: 1 paper
- Human Ai Collab: 1 paper
- Innovation: 1 paper
- Org Design: 1 paper
- Productivity: 1 paper
- Skills Training: 1 paper
Claim outcomes
- Adoption Rate: 2 papers
- Organizational Efficiency: 1 paper
- Market Structure: 1 paper
- Decision Quality: 1 paper
- Governance And Regulation: 1 paper
- Hiring: 1 paper
- Other: 1 paper
- Output Quality: 1 paper
- Skill Acquisition: 1 paper
- Skill Obsolescence: 1 paper
- Task Allocation: 1 paper
- Worker Satisfaction: 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 |
|---|---|---|---|
| AI can raise short-term output while quietly eroding human skills, and even farsighted managers may rationally accept a lower long-run productivity once AI is adopted; short-termist incentives or external value of skills can trap workers in harmful deskilling paths.arxiv | Sinan Aral provider id |
2026-04-03 | 5 |
| Google's AI search summaries spread from 7 to 229 countries in a year and by 2025 answered two-thirds of COVID queries, but they draw on fewer and lower-credibility sources and skew right/center compared with traditional search, raising policy and market-concentration concerns.arxiv | Sinan Aral provider id |
2026-02-13 | 5 |
Citation observation summary
Semantic Scholar supplied counts for 2 of 2 papers in this view; 0 are missing. The observed paper counts sum to 10 cumulative citations. This is a coverage summary, not an author score or h-index.