MINT

Researchers from an undisclosed institution introduced MINT (Multimodal Instruction Network for Transactions), a framework that connects a pretrained transaction sequence encoder to a decoder-only LLM…

A 5-condition ablation study (3,175 total runs) validates that growth-ratio normalized Lyapunov energy functions serve as precise leading indicators of agent task failure, achieving zero stability vio…

Researchers introduced the Membership Inference Test (MINT) Demo 2, a framework to detect whether specific data were used in training machine learning models, achieving up to 90% accuracy in tests on …