OpenAI and Broadcom unveiled Jalapeño, the first accelerator in a planned family of LLM inference chips optimized for performance per watt and rapid deployment. The companies said the processor was designed in nine…
Nvidia has announced a partnership with Ineffable Intelligence, a startup pursuing superintelligence that was founded in late 2025 by UCL professor and former lead of DeepMind's reinforcement learning team, David Silver.
Parameter Golf attracted over 1,000 participants and 2,000 submissions focused on minimizing loss on a dataset within strict constraints. Participants leveraged a range of techniques, including careful tuning,…
arXiv:2605.05499v1 Announce Type: new Abstract: The widespread adoption of camera-equipped mobile devices and wearables has enabled convenient capture of meal images, making food recognition a key component for real…
arXiv:2605.05546v1 Announce Type: new Abstract: Self-play reinforcement learning has shown strong performance in domains with formally verifiable structure, such as mathematics and coding, where both problem generation…
arXiv:2605.05736v1 Announce Type: new Abstract: Vector quantization (VQ) with autoregressive (AR) token modeling is a widely adopted and highly competitive paradigm for time-series generation. However, such models are…
arXiv:2605.05228v1 Announce Type: new Abstract: Deep learning models are the most efficient models in many machine learning tasks. The main disadvantage when using them in IoT, mobile devices, independent autonomous or…
arXiv:2605.05354v1 Announce Type: new Abstract: Service level agreements (SLAs) in data center colocation contracts define precise thresholds for power, temperature, and humidity, with tiered violation penalties…
This paper proposes segment-aligned policy optimization, a reinforcement-learning formulation that matches training updates to reasoning steps rather than tokens or full responses. It could improve credit assignment and…
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