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
1Unique collaborators
2/2Semantic Scholar citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Semantic Scholar:
2283367594
ORCID evidence
No valid ORCID is stored.
Observed aliases (1)
- Vishal Srivastava (semantic scholar, provider refresh)
Topics and outcomes in this view
Assessment themes
- Adoption: 2 papers
- Governance: 2 papers
Claim outcomes
- Governance And Regulation: 2 papers
- Ai Safety And Ethics: 1 paper
- Firm Revenue: 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 |
|---|---|---|---|
| A three-term Bayesian risk decomposition shows that automation multiplies harm chiefly by increasing the chance that failures propagate into real-world damage rather than by model accuracy alone; governance should therefore prioritize execution and oversight controls (illustrated by the $440m Knight Capital failure).arxiv | Vishal Srivastava provider id |
2026-02-22 | 1 |
| Black-box testing can be fundamentally blind to rare, trigger-activated unsafe behavior: worst-case detection error scales with trigger probability and loss, and cryptographically hidden triggers can evade any polynomial-time black-box evaluator; reliable assessment therefore requires white-box probes, architectural or training-time guarantees, or deployment monitoring.arxiv | Vishal Srivastava provider id |
2026-02-19 | 2 |
Citation observation summary
Semantic Scholar supplied counts for 2 of 2 papers in this view; 0 are missing. The observed paper counts sum to 3 cumulative citations. This is a coverage summary, not an author score or h-index.