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
6Unique collaborators
2/2Semantic Scholar citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Semantic Scholar:
2292074265
ORCID evidence
No valid ORCID is stored.
Observed aliases (1)
- Run Huang (semantic scholar, provider refresh)
Topics and outcomes in this view
Assessment themes
- Human Ai Collab: 2 papers
- Productivity: 2 papers
- Adoption: 1 paper
- Skills Training: 1 paper
Claim outcomes
- Other: 2 papers
- Output Quality: 2 papers
- Creativity: 1 paper
- Task Allocation: 1 paper
- Worker Satisfaction: 1 paper
- Automation Exposure: 1 paper
- Error Rate: 1 paper
- Governance And Regulation: 1 paper
- Task Completion Time: 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 LLMs speed programmers' idea generation but appear to reduce moments of human creativity; they still produce code that is at least as idea-rich and more often correct.arxiv | Run Huang provider id |
2026-05-13 | 0 |
| A spreadsheet assistant that reveals its stepwise decisions lets users catch mistakes and feel ownership: exposing and controlling each action led participants to detect errors, understand the task better, and view themselves as collaborators rather than passive reviewers.arxiv | Run Huang provider id |
2026-04-22 | 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.