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 →
4Distinct papers
2Unique collaborators
4/4OpenAlex citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Openalex:
A5115447617
ORCID evidence
Observed aliases (2)
- Horn Sarun (openalex, provider refresh)
- Sarun, Horn (openalex, provider refresh)
Topics and outcomes in this view
Assessment themes
- Human Ai Collab: 4 papers
- Labor Markets: 4 papers
- Productivity: 4 papers
- Adoption: 3 papers
- Governance: 3 papers
- Skills Training: 3 papers
- Org Design: 2 papers
- Innovation: 1 paper
Claim outcomes
- Research Productivity: 4 papers
- Skill Acquisition: 3 papers
- Adoption Rate: 3 papers
- Decision Quality: 3 papers
- Firm Productivity: 3 papers
- Governance And Regulation: 3 papers
- Employment: 3 papers
- Regulatory Compliance: 3 papers
- Task Allocation: 3 papers
- Error Rate: 2 papers
- Ai Safety And Ethics: 2 papers
- Developer Productivity: 2 papers
- Inequality: 2 papers
- Organizational Efficiency: 2 papers
- Firm Revenue: 2 papers
- Market Structure: 2 papers
- Other: 2 papers
- Wages: 2 papers
- Output Quality: 1 paper
- Consumer Welfare: 1 paper
- Fiscal And Macroeconomic: 1 paper
- Skill Obsolescence: 1 paper
- Task Completion Time: 1 paper
- Training Effectiveness: 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.
Citation observation summary
OpenAlex supplied counts for 4 of 4 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.