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The Surface Laptop Ultra is the most powerful Surface yet, thanks to NVIDIA's RTX Spark
The Surface Laptop Ultra is the most powerful Surface yet, thanks to NVIDIA's RTX Spark Microsoft's latest Surface is basically a MacBook Pro clone. Microsoft hasn't had great look with its beefier Surface notebooks. The original Surface Book looked very cool, but it was bulky and cursed with old hardware.
A first look at Microsoft’s Surface Laptop Ultra and Surface Dev Box
The Surface Laptop Ultra. Microsoft has two new Surface devices arriving later this year, both powered by Nvidia's RTX Spark chips. I got a chance to take a closer look at both the Surface Laptop Ultra and Surface RTX Spark Dev Box at Microsoft's Build conference this week, and while both have the same chip inside, they're utilizing Nvidia's RTX Spark in different ways.
Surface Constraint Policy for Learning Surface-Constrained and Dynamically Feasible Robot Skills
arXiv:2605.31321v1 Announce Type: new Abstract: Diffusion-based imitation learning methods have driven rapid progress in robot dexterous manipulation tasks. However, they have limitations when applied to tasks that involve complex free-form surface constraints because of their lack of explicit surface geometry constraint modeling and the dynamic feasibility issue, resulting in stochastic action generation that fails to achieve reliable surface alignment and maintain stable contact. To...
The Surface You Test Is Not the Surface That Breaks
Announce Type: new Abstract: Tool-augmented LLM agents are vulnerable to prompt injection: a third party who controls part of the agent's context can plant instructions that the agent then executes as if they came from the user. Current evaluations report a single attack success rate per model on one channel, the tool output and treat that number as the model's vulnerability. But tool descriptions, which the agent reads at every turn before any tool is called, are themselves an injection...
Microsoft created the mini Surface dev box that Qualcomm couldn’t
Microsoft only just announced a new Surface Laptop Ultra at the weekend, and it's now revealing a miniature Surface PC aimed at developers. The new Surface RTX Spark Dev Box is powered by Nvidia's new Arm-based RTX Spark chips, just like the Surface Laptop Ultra, and is optimized for sustained workloads and local AI tasks. The Surface RTX Spark Dev Box looks a little like the top of an Xbox Series X console, with an aluminum chassis that also doubles as a heatsink.
Aluminum oxide's irregular atomic surface explains its low reactivity
Aluminum oxide's irregular atomic surface explains its low reactivity Gaby Clark Scientific Editor Robert Egan Associate Editor Why do certain surfaces behave very differently from what theoretical calculations suggest? Scientists long assumed that the aluminum oxide surface should be highly reactive and capable of splitting water molecules. In experiments, however, this behavior is barely observed.
Ceres' surface is much more complex than previously thought
Ceres' surface is much more complex than previously thought Lisa Lock Scientific Editor Andrew Zinin Lead Editor The long, puzzling dwarf planet Ceres, in reality the first named asteroid, has surface features that are much more complex than previously thought. Or at least that's the conclusion of a recent paper presented at the European Geosciences Union 2026 General Assembly in Vienna. New data analysis from NASA's Dawn mission points to a surface with steep slopes, fractures, and albedo...
SurfDesign: Effective Protein Design on Molecular Surfaces
arXiv:2606.07567v1 Announce Type: cross Abstract: Protein function is largely determined by molecular surface geometry and physicochemical complementarity, yet most protein design methods condition only on backbone structure. We introduce SurfDesign, a surface-conditioned protein design framework that models molecular surfaces as continuous geometric manifolds and integrates them with pretrained protein language models.
A Second-order Structure-preserving Parametric FEM for Surface Evolution
arXiv:2606.08293v1 Announce Type: new Abstract: In this paper, we propose a second-order-in-time, structure-preserving, and mesh-robust parametric finite element method for surface diffusion and volume-preserving mean curvature flow. We first reformulate the original evolution equations into new systems in which the tangential motion is governed by a harmonic map heat flow. This heat flow maps a fixed reference surface onto the unknown evolving surface and drives points on the evolving...
Surface Laptop Ultra: Made for World Makers
Introducing Surface Laptop Ultra: Made for world makers The world is full of makers. Only a few make the world. Surface Laptop Ultra is for them.