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:
2267924745
ORCID evidence
No valid ORCID is stored.
Observed aliases (1)
- Hamsa Bastani (semantic scholar, provider refresh)
Topics and outcomes in this view
Assessment themes
- Governance: 2 papers
- Innovation: 1 paper
- Productivity: 1 paper
Claim outcomes
- Research Productivity: 1 paper
- Decision Quality: 1 paper
- Employment: 1 paper
- Adoption Rate: 1 paper
- Other: 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 |
|---|---|---|---|
| Model-based evaluations routinely overstate the benefits of data-driven policies. A formal proof and a calibrated refugee-matching simulation show model-based methods can report large, stable improvements (around 60%) even when the true policy yields no benefit, calling into question much published evidence.arxiv | Hamsa Bastani provider id |
2026-02-09 | 1 |
| A reanalysis of METR's capability series finds no strong evidence for continued exponential growth and shows a plausible inflection point has already passed; a two-component model of base and reasoning skills further implies near-term slowing under reasonable assumptions.arxiv | Hamsa Bastani provider id |
2026-02-04 | 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 1 cumulative citations. This is a coverage summary, not an author score or h-index.