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Matt Wood | Lattice

Matt Wood

PricewaterhouseCoopers

Papers on Lattice

1

Total citations

0

Topics

3

Publication activitypapers/week, last 8 weeks

Research focus

Constitutional AI & AI Ethics (1)Eval Frameworks & Benchmarks (1)Red-Teaming & Adversarial Robustness (1)

Frequent co-authors

Han Jeon (1)Shiv Medler (1)Joseph Voyles (1)

Papers (1)

Jun 24, 2026

PricewaterhouseCoopers2w ago

Do Encoders Suffice? A Systematic Comparison of Encoder and Decoder Safety Judges for LLM Adversarial Evaluation

Encoder classifiers can match the performance of LLM-based safety judges while being significantly faster and cheaper to deploy.

Han Jeon, Shiv Medler, Joseph Voyles +1

Constitutional AI & AI Ethics Eval Frameworks & Benchmarks Red-Teaming & Adversarial Robustness