Abstract: The rise of Large Language Models (LLMs) has significantly escalated the demand for efficient LLM inference, primarily fulfilled through cloud-based GPU computing. This approach, while ...

One big selling point of Rubin is dramatically lower AI inference costs. Compared to Nvidia's last-gen Blackwell platform, ...

By leveraging inference-time scaling and a novel "reflection" mechanism, ALE-Agent solves the context-drift problems that ...

Confer, an open source chatbot, encrypts both prompts and responses so companies and advertisers can’t access user data.

Researchers propose low-latency topologies and processing-in-network as memory and interconnect bottlenecks threaten ...

Abstract: In many data domains, such as engineering and medical diagnostics, the inherent uncertainty within datasets is a critical factor that must be addressed during decision-making processes. To ...