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Manipal Institute Of Technology
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Antares-3B rivals GPT-5.5 in vulnerability localization while being 200x smaller and achieving rapid, low-cost evaluations.
FAPO achieves a remarkable +33.8 percentage point gain in performance by seamlessly transitioning from prompt optimization to structural adjustments in LLM pipelines.
LLM agents spill secrets like gossip after a few rounds, with privacy violations more than doubling in social settings compared to isolated chats.