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
2/2OpenAlex citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Openalex:
A5065859286
ORCID evidence
Observed aliases (3)
- Haiyan Li (openalex, provider refresh)
- Hong Li (openalex, provider refresh)
- Hui Li (openalex, provider refresh)
Topics and outcomes in this view
Assessment themes
- Adoption: 2 papers
- Innovation: 2 papers
- Productivity: 1 paper
- Skills Training: 1 paper
Claim outcomes
- Innovation Output: 2 papers
- Adoption Rate: 1 paper
- Other: 1 paper
- Task Completion Time: 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.
| Paper | Author evidence | Date | Provider citations |
|---|---|---|---|
| AI adoption accelerates value‑chain upgrading in China’s equipment manufacturing by boosting human capital and product R&D; gains are strongest in eastern and western provinces and in capital‑ and technology‑intensive subsectors, while labor‑intensive segments experience negative effects.openalex | Haiyan Li provider id |
2026-06-24 | 0 |
| A machine-learning screening tool can modestly identify potentially disruptive AI patents before their impact appears — an AdaBoost model trained on patent metadata flags top-5% CD disruptors with 27% precision and 43% recall. The method is best used to generate candidates for expert review, not to certify future market disruption.openalex | Hong Li orcid |
2026-06-17 | 0 |
Citation observation summary
OpenAlex 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.