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 →
1Distinct papers
2Unique collaborators
1/1OpenAlex citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Openalex:
A5111343561
ORCID evidence
Observed aliases (3)
- J. Liu (openalex, provider refresh)
- Jiacheng Liu (openalex, provider refresh)
- Jiacheng Liu (openalex, source metadata)
Topics and outcomes in this view
Assessment themes
- Adoption: 1 paper
- Governance: 1 paper
- Human Ai Collab: 1 paper
Claim outcomes
- Output Quality: 1 paper
- Governance And Regulation: 1 paper
- Ai Safety And Ethics: 1 paper
- Regulatory Compliance: 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 sharpens the lens on ESG reporting—transformer-based NLP scales comparability and flags potential greenwashing—but evidence that managerial deployment of AI actually boosts stakeholder trust or market outcomes is scarce, and language and explainability shortfalls constrain practical use.openalex | Jiacheng Liu orcid |
2026-01-09 | 9 |
Citation observation summary
OpenAlex supplied counts for 1 of 1 papers in this view; 0 are missing. The observed paper counts sum to 9 cumulative citations. This is a coverage summary, not an author score or h-index.