AmmarnAl-Kahfah

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Publication activitypapers/week, last 8 weeks

Research focus

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

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Sarthak Munshi (1)Manish Bhatt (1)Vineeth Sai Narajala (1)Idan Habler (1)

Papers (1)

Feb 25, 2026

Sarthak Munshi +62w ago

Manifold of Failure: Behavioral Attraction Basins in Language Models

LLMs have dramatically different and surprisingly structured safety landscapes, with some models exhibiting near-universal vulnerability plateaus while others show fragmented basins of failure.

Sarthak Munshi, Manish Bhatt, Vineeth Sai Narajala +4

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

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AmmarnAl-Kahfah

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)