MEGAnno

Research directions presented at EMNLP 2025 span agentic systems, retrieval, interpretability, multimodality, training, and human–AI interaction, including work contributed by Megagon Labs.

Explore the key takeaways from COLM 2025, including breakthroughs in Reasoning & RL, Multimodal LLMs, and Retrieval & Embedding, as highlighted by Megagon Labs research scientists and engineer.

“Mixed Signals,” exposes hidden biases in VLMs with major implications for healthcare, RAG systems, and AI safety.