This AI Paper Introduces MMaDA: A Unified Multimodal Diffusion Model for Textual Reasoning, Visual Understanding, and Image Generation Diffusion models, recognized for their success in generating high-quality images, are now being explored as a foundation for handling diverse data types. These models denoise data and reconstruct original content from noisy inputs, making them promising for… →

LLMs Can Now Reason Beyond Language: Researchers Introduce Soft Thinking to Replace Discrete Tokens with Continuous Concept Embeddings Human reasoning operates through abstract, non-verbal concepts rather than strictly relying on discrete linguistic tokens. However, current large language models (LLMs) are limited to reasoning within the boundaries of natural language, producing one token at a time… →

Mistral Launches Agents API: A New Platform for Developer-Friendly AI Agent Creation Mistral has introduced its Agents API, a framework designed to facilitate the development of AI agents capable of executing various tasks, including running Python code, generating images, and performing retrieval-augmented generation (RAG). This API aims to provide a cohesive environment where large language… →

Meta AI Introduces Multi-SpatialMLLM: A Multi-Frame Spatial Understanding with Multi-modal Large Language Models Multi-modal large language models (MLLMs) have shown significant progress as versatile AI assistants capable of managing various visual tasks. However, their impact is often limited when deployed as isolated digital entities. The integration of MLLMs into real-world applications such as robotics and… →