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
151Unique collaborators
2/2Semantic Scholar citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Semantic Scholar:
2398804888
ORCID evidence
No valid ORCID is stored.
Observed aliases (1)
- Yuyang Hu (semantic scholar, provider refresh)
Topics and outcomes in this view
Assessment themes
- Innovation: 2 papers
- Productivity: 2 papers
- Human Ai Collab: 1 paper
Claim outcomes
- Task Allocation: 2 papers
- Research Productivity: 1 paper
- Output Quality: 1 paper
- Task Completion Time: 1 paper
- Adoption Rate: 1 paper
- Ai Safety And Ethics: 1 paper
- Developer Productivity: 1 paper
- Error Rate: 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 | Yuyang Hu provider id |
2026-09-14 | 0 |
| Packaging operational know-how from code and papers into compact, verified 'skills' sharply raises autonomous research agents' output: with the same LLM, harness and execution budget, skill-equipped agents outperform skill-free ones across four research benchmarks—up to a 134% boost on MLE-bench.arxiv | Yuyang Hu provider id |
2026-09-02 | 1 |
Citation observation summary
Semantic Scholar supplied counts for 2 of 2 papers in this view; 0 are missing. The observed paper counts sum to 1 cumulative citations. This is a coverage summary, not an author score or h-index.