Anthropic's J-space research reveals AI's hidden reasoning workspace without claiming the models possess consciousness or ...

Nemotron-Labs-Diffusion, NVIDIA’s new tri-mode language model, eliminates the separate draft model in speculative decoding: ...

DeepSeek has introduced DSpark, an open-source speculative decoding method that accelerates LLM inference by up to 85% ...

OverviewArtificial Intelligence is already impacting higher education and the legal profession, and the pace of change appears only to be accelerating. It is thus critical for us to use this moment to ...

Any engineer currently running Eagle3 or a multi-token-prediction setup to speed up their LLM inference now has a compelling reason to look at the alternative NVIDIA's research team published Tuesday.

Edwards extends the functional contextual N-Frame model (Edwards, 2023, 2024) as an integrative theory linking predictive coding (Friston, 2018; Spratling, 2017), QBism-style observer dependence ...

Continuing a strong tradition at UC Santa Barbara’s Robert Mehrabian College of Engineering, Yuheng Bu, assistant professor in the Computer Science Department, has received a prestigious Early CAREER ...

As vision-centric large language models move on-device, performance measured in raw TOPS is no longer enough. Architectures need to be built around real workloads, memory behavior, and sustained ...

Memory is critical for LLM-based agents to preserve past observations for future decision-making, where factual memory serves as its foundational part. However, existing approaches to constructing ...

I'd like to thank my coauthors Adrian Schipor, Victor Vrabie, Marius Baciu, and Martin Zugec for their invaluable contributions to this research. This research provides a direct look at the new ...