Efficient Refusal Ablation in LLM through Optimal Transport | ScienceToStartup | ScienceToStartup

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References (45)

[1]

LARGO: Latent Adversarial Reflection through Gradient Optimization for Jailbreaking LLMs

2025Ran Li, Hao Wang et al.

[2]

One-shot Optimized Steering Vectors Mediate Safety-relevant Behaviors in LLMs

2025Jacob Dunefsky, Arman Cohan

[3]

Layer by Layer: Uncovering Hidden Representations in Language Models

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"Develop enhanced de-jailbreaking tools for language models using optimal transport to improve attack success rates while preserving model capabilities."

AI Safety•Score: 6•View PDF ↗

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Efficient Refusal Ablation in LLM through Optimal Transport

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References (45)

Founder's Pitch

"Develop enhanced de-jailbreaking tools for language models using optimal transport to improve attack success rates while preserving model capabilities."

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Efficient Refusal Ablation in LLM through Optimal Transport

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References (45)

Founder's Pitch

"Develop enhanced de-jailbreaking tools for language models using optimal transport to improve attack success rates while preserving model capabilities."

Commercial Viability Breakdown

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