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D
Sunishchal Dev — Publications
Sunishchal Dev — Publications
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Can LLM Agents Select and Engage with Biological Tools? An Initial Biosecurity Assessment
2026
Interpreting Dual-Use Biology Benchmarks for Frontier AI: Measurement, Saturation, and Generational Analysis
2026
Judge Reliability Harness
2026
Open-Weight AI Models Require Proportional Evaluation Approaches
2026
The Science and Practice of Proportionality in AI Risk Evaluations: AI Evaluations Should Provide Meaningful Risk Information Without Imposing Excessive Burden
2026
Simpler Is Better for Autograders: Toward Cost-Effective LLM Evaluations for Open-Ended Tasks
2026
Position: Human Baselines in Model Evaluations Need Rigor and Transparency: (With Recommendations & Reporting Checklist)
2025
Toward Comprehensive Benchmarking of the Biological Knowledge of Frontier Large Language Models
2025
