Articles by Andy Zou | Synthical

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3

Humanity's Last Exam

4 days ago by Long Phan and others

Machine Learning, Artificial Intelligence

AgentHarm: A Benchmark for Measuring Harmfulness of LLM Agents

5 days ago by Maksym Andriushchenko and others at

Carnegie Mellon University

Machine Learning, Artificial Intelligence

Representation Engineering: A Top-Down Approach to AI Transparency

3 March 2025 by Andy Zou and others at

Carnegie Mellon University

Machine Learning, Artificial Intelligence

Path-Consistency: Prefix Enhancement for Efficient Inference in LLM

2 March 2025 by Jiace Zhu and others

Computation and Language, Artificial Intelligence

On the Trustworthiness of Generative Foundation Models: Guideline, Assessment, and Perspective

20 February 2025 by Yue Huang and others

Computers and Society

Tamper-Resistant Safeguards for Open-Weight LLMs

10 February 2025 by Rishub Tamirisa and others

Machine Learning, Artificial Intelligence

Loss of STIM1 and STIM2 in salivary glands disrupts ANO1 function but does not induce Sjogren's disease

31 October 2024 by G. -Y. Son and others at

New York University

NeuralMatrix: Compute the Entire Neural Networks with Linear Matrix Operations for Efficient Inference

20 August 2024 by Ruiqi Sun and others at

Shanghai Jiao Tong University

Machine Learning, Artificial Intelligence

Order of Compression: A Systematic and Optimal Sequence to Combinationally Compress CNN

17 August 2024 by Yingtao Shen and others at

Shanghai Jiao Tong University

Machine Learning, Computer Vision and Pattern Recognition

Improving Alignment and Robustness with Circuit Breakers

1

12 July 2024 by Andy Zou and others at

Carnegie Mellon University

Machine Learning, Artificial Intelligence

Lessons from the Trenches on Reproducible Evaluation of Language Models

29 May 2024 by Stella Biderman and others at

Sorbonne University

Computation and Language

The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning

1

15 May 2024 by Nathaniel Li and others at

Machine Learning, Artificial Intelligence

HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal

27 February 2024 by Mantas Mazeika and others at

Carnegie Mellon University

Machine Learning, Artificial Intelligence

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