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
169Unique collaborators
2/2Semantic Scholar citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Semantic Scholar:
2491536804
ORCID evidence
No valid ORCID is stored.
Observed aliases (1)
- Yutong Zhu (semantic scholar, provider refresh)
Topics and outcomes in this view
Assessment themes
- Human Ai Collab: 2 papers
- Innovation: 2 papers
- Productivity: 2 papers
- Adoption: 1 paper
- Governance: 1 paper
- Org Design: 1 paper
Claim outcomes
- Organizational Efficiency: 1 paper
- Output Quality: 1 paper
- Adoption Rate: 1 paper
- Governance And Regulation: 1 paper
- Task Allocation: 1 paper
- Task Completion Time: 1 paper
- Developer Productivity: 1 paper
- Error Rate: 1 paper
- Market Structure: 1 paper
- Team Performance: 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 |
|---|---|---|---|
| Atria Dawn, an agentic foundation model trained with a verifiable execution pipeline, ranks at the frontier on multiple agentic benchmarks; internal development logs show agents carrying out many research tasks while humans steer decisions, and participants judged roughly one-third of AI-assisted tasks infeasible without AI.arxiv | Yutong Zhu provider id |
2026-09-14 | 0 |
| The Foundation Protocol: a proposed graph-based coordination layer aims to make autonomous agents interoperable, economically coherent and auditable by treating coordination as shared infrastructure; it is a detailed conceptual blueprint but untested in real-world deployments.arxiv | Yutong Zhu provider id |
2026-05-22 | 0 |
Citation observation summary
Semantic Scholar 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.