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
34Unique collaborators
2/2Semantic Scholar citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Semantic Scholar:
2310820546
ORCID evidence
No valid ORCID is stored.
Observed aliases (1)
- Xianwei Shi (semantic scholar, provider refresh)
Topics and outcomes in this view
Assessment themes
- Innovation: 2 papers
- Adoption: 1 paper
- Labor Markets: 1 paper
- Org Design: 1 paper
- Productivity: 1 paper
- Skills Training: 1 paper
Claim outcomes
- Innovation Output: 2 papers
- Other: 1 paper
- Adoption Rate: 1 paper
- Firm Productivity: 1 paper
- Organizational Efficiency: 1 paper
- Research Productivity: 1 paper
- Fiscal And Macroeconomic: 1 paper
- Market Structure: 1 paper
- Output Quality: 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 |
|---|---|---|---|
| ByteDance used AI that learns across products and an adaptive organizational structure to scale and diversify at once, reversing the usual trade-off between specialization and expansion; diversification amplified the value of its AI assets rather than diluting them.semantic_scholar | Xianwei Shi provider id |
Fetched 2026-04-25 | 1 |
| A new Pokemon-based benchmark exposes large capability gaps on multi-agent, partial-observability and long-horizon planning tasks: specialist RL systems and human experts outperform generalist LLMs, and a 20M+ trajectory dataset plus a NeurIPS competition confirm strong community interest and reproducible evaluation.arxiv | Xianwei Shi provider id |
2026-03-16 | 10 |
Citation observation summary
Semantic Scholar supplied counts for 2 of 2 papers in this view; 0 are missing. The observed paper counts sum to 11 cumulative citations. This is a coverage summary, not an author score or h-index.