Microsoft debuts Surface RTX Spark Dev Box to run large AI models without cloud costs

Microsoft’s new Surface RTX Spark Dev Box packs Nvidia Blackwell AI power and 128GB of unified memory to run large AI models ...

Why Building a DIY Steam Machine Beats Buying a Console

Transform your living room gaming experience with a custom PC build that offers the simplicity of a console and the power of ...
note

[Series: Menopause, Jaw Pain, Ear Congestion, and Double Chin] The Misalignment of Command Lines at the Throat

At 5:00 PM, Satomi sat at her desk at home, staring intently at the CAD drawings displayed on her LCD monitor. Her days were filled with the responsibilities of being a representative of a design firm ...
IEEE

Differential Privacy Enabled Robust Asynchronous Federated Multitask Learning: A Multigradient Descent Approach

Abstract: The federated learning (FL) technique can provide a promising solution for the timely training of a deep learning model with the critical requirement of privacy protection. However, the ...
GitHub

SAFE: Multitask Failure Detection for Vision-Language-Action Models

We introduce the multitask failure detection problem for VLA models, and propose SAFE, a failure detector that can detect failures for unseen tasks zero-shot and achieve state-of-the-art performance.