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
91Unique collaborators
2/2OpenAlex citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Openalex:
A5146826886
ORCID evidence
No valid ORCID is stored.
Observed aliases (2)
- Wang, Wei (openalex, provider refresh)
- Wei Wang (openalex, provider refresh)
Topics and outcomes in this view
Assessment themes
- Human Ai Collab: 2 papers
- Productivity: 2 papers
- Adoption: 1 paper
- Org Design: 1 paper
- Skills Training: 1 paper
Claim outcomes
- Other: 2 papers
- Firm Revenue: 2 papers
- Output Quality: 1 paper
- Adoption Rate: 1 paper
- Market Structure: 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 |
|---|---|---|---|
| Human-authored procedural 'Skills' lift LLM agent success by 16.2 percentage points on average—gains vary sharply by domain and sometimes harm performance—while model-generated Skills add no net value; narrowly targeted Skills let smaller models match larger ones, suggesting firms can substitute curated knowledge for compute.manual | Wang, Wei provider id |
2026-02-13 | 0 |
| EcoGym, a new open benchmark for long-horizon economic decision-making, finds that leading LLM agents fail to consistently deliver robust business outcomes: across three simulated marketplaces no model dominates and agents typically sacrifice strategic coherence for execution efficiency (or vice versa), producing substantial performance shortfalls.arxiv | Wang, Wei provider id |
2026-02-10 | 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.