EMBODIEDWEBAGENTS: The Next Frontier in AI Integration Between Physical and Digital Worlds
Imagine an AI agent that can not only find a recipe online but also navigate your kitchen, identify ingredients, and
Dense SAE Latents Are Features, Not Bugs: Unpacking the Hidden Mechanics of Language Models
Sparse autoencoders (SAEs) have become a go-to tool for extracting interpretable features from language models, but a persistent mystery has
Ring-lite: A Scalable, Efficient MoE Model for Multi-Domain Reasoning
The AI research community has been buzzing about the potential of large language models (LLMs) for complex reasoning tasks, but
From Bytes to Ideas: How Autoregressive U-Nets Are Redefining Language Modeling
Language models have long relied on tokenization as a preprocessing step, freezing how text is split into discrete units before
A Variational Framework for Improving Naturalness in Generative Spoken Language Models
Large language models (LLMs) have revolutionized text processing, but adapting them to speech presents unique challenges due to speech'
Diagnosing and Improving Diffusion Models by Estimating the Optimal Loss Value
Diffusion models have revolutionized generative modeling, but their training dynamics remain somewhat opaque. A key challenge is that the loss
Discrete Diffusion Models: The Next Frontier in AI for Business
The rapid evolution of AI in business has taken another leap forward with the emergence of Discrete Diffusion Large Language
How Budget Guidance Makes AI Think Smarter, Not Harder
Large language models (LLMs) are getting better at reasoning through complex problems, but that reasoning comes at a cost—literally.
VideoPDE: A Unified Generative Approach to Solving PDEs with Video Diffusion Models
In a groundbreaking study, researchers from the University of Michigan have introduced VideoPDE, a novel framework that reimagines partial differential
How Strategic Games Are Revealing the Hidden Reasoning Processes of Large Language Models
Large language models (LLMs) are increasingly being used for complex reasoning tasks, but most benchmarks only evaluate the final outcomes,
