Researchers from Zhejiang University and Alibaba presented a study at ICML 2026 showing that logically inconsistent prompts can cause reasoning models to generate excessively long outputs, effectively…
LG AI Research is showcasing real-world industrial applications of its EXAONE large language model at ICML 2026 in Seoul, including EXAONE Discovery for materials and drug development. The company hig…
Researchers introduced Sheaf-ADMM, a framework for multi-agent coordination that divides complex tasks into overlapping pieces assigned to individual agents. In tests, it achieved a 93% solve rate on …
Researchers at ICML 2026 presented a unified framework showing that parametric and nonparametric black-box optimizers are variations of a single update equation. By bridging this theoretical gap, they…
Microsoft researchers introduced Memora, a scalable memory system for AI agents that decouples stored content from retrieval mechanisms, achieving state-of-the-art performance on long-horizon benchmar…
Sean Xuefeng Du will present a new hallucination-detection method, Answer-agreement Representation Shaping (ARS), at ICML 2026 in Seoul on July 9. The work, developed at Nanyang Technological Universi…
Researchers at Georgia Tech's AMIR Lab have developed ProtoMech, a framework that traces internal computational circuits inside protein language models like ESM2, revealing that these AI systems indep…