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
30Unique collaborators
2/2Semantic Scholar citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Semantic Scholar:
2366079231
ORCID evidence
No valid ORCID is stored.
Observed aliases (1)
- Chenyi Lei (semantic scholar, provider refresh)
Topics and outcomes in this view
Assessment themes
- Adoption: 2 papers
- Human Ai Collab: 1 paper
- Org Design: 1 paper
- Productivity: 1 paper
Claim outcomes
- Output Quality: 1 paper
- Adoption Rate: 1 paper
- Firm Revenue: 1 paper
- Consumer Welfare: 1 paper
- Decision Quality: 1 paper
- Governance And Regulation: 1 paper
- Organizational Efficiency: 1 paper
- Other: 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-made videos match humans in total attention by flooding the feed: AIGC creators win aggregate engagement through sheer volume even though viewers prefer human-made clips, and the platform’s recommendation algorithm largely determines how much AI content viewers actually see — suggesting platforms should adopt AIGC-aware distribution and governance rules.arxiv | Chenyi Lei provider id |
2026-04-02 | 0 |
| A redesigned generative search engine, OneSearch-V2, boosted on-site engagement and sales in live experiments—raising item clicks by ~4%, buyer conversion by ~3%, and order volume by ~2%—achieving these gains through latent-reasoning query understanding and self-distillation without increasing latency.arxiv | Chenyi Lei provider id |
2026-03-25 | 4 |
Citation observation summary
Semantic Scholar supplied counts for 2 of 2 papers in this view; 0 are missing. The observed paper counts sum to 4 cumulative citations. This is a coverage summary, not an author score or h-index.