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
3Unique collaborators
2/2Semantic Scholar citation coverage
Publication span: 2025–2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Semantic Scholar:
2302339705
ORCID evidence
No valid ORCID is stored.
Observed aliases (1)
- Yusen Wu (semantic scholar, provider refresh)
Topics and outcomes in this view
Assessment themes
- Adoption: 2 papers
- Innovation: 2 papers
- Productivity: 2 papers
- Human Ai Collab: 1 paper
- Org Design: 1 paper
Claim outcomes
- Decision Quality: 2 papers
- Organizational Efficiency: 2 papers
- Skill Acquisition: 1 paper
- Firm Productivity: 1 paper
- Firm Revenue: 1 paper
- Other: 1 paper
- Research Productivity: 1 paper
- Task Allocation: 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 |
|---|---|---|---|
| A multi‑agent LLM sandbox that learns cross‑category consumer preferences and uses mean‑field interactions improves simulated product choice and purchase forecasts, offering a promising platform for scalable market simulation—though its claims rest on simulated environments and depend heavily on the training transaction data.arxiv | Yusen Wu provider id |
2026-03-18 | 2 |
| DeepRule turns messy contracts and negotiation notes into structured inputs, reconciles distributor and manufacturer incentives through constrained game-theoretic optimization, and distills interpretable pricing rules — pilot retail deployments report profit gains over existing B2C baselines, though evidence rests on proprietary, non-public evaluations.openalex | Yusen Wu provider id |
2025-12-03 | 2 |
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.