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: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Semantic Scholar:
2363939341
ORCID evidence
No valid ORCID is stored.
Observed aliases (1)
- Kehuan Zhang (semantic scholar, provider refresh)
Topics and outcomes in this view
Assessment themes
- Adoption: 2 papers
- Governance: 2 papers
- Human Ai Collab: 1 paper
- Innovation: 1 paper
- Productivity: 1 paper
Claim outcomes
- Other: 2 papers
- Output Quality: 2 papers
- Ai Safety And Ethics: 1 paper
- Market Structure: 1 paper
- Skill Acquisition: 1 paper
- Governance And Regulation: 1 paper
- Organizational Efficiency: 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 |
|---|---|---|---|
| Linking agents' tool-use traces to monetary exposure makes autonomous AI economically insurable: a trace-economic underwriting system cuts pricing error from $17.7K to $569 in a testbed and lowers CVaR95 by 72% on 1,000 real software-engineering traces.arxiv | Kehuan Zhang provider id |
2026-06-15 | 3 |
| Current agent 'memory' is mostly lookup, not learning—this matters: without slow weight-based consolidation, agents cannot develop expertise, face a provable ceiling on generalizing to novel compositions, and remain structurally vulnerable to persistent poisoning; pairing fast exemplar storage with slower consolidation is required.arxiv | Kehuan Zhang provider id |
2026-04-30 | 8 |
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.