AI Infrastructure

Most folks nonetheless use AI like a 2015 search field. You kind, you learn, you kind once more. A more moderen sample replaces that handbook back-and-forth with a loop. This information explains loop engineering utilizing two verified artifacts. The sources are Andrej Karpathy’s autoresearch repository and the Bilevel Autoresearch paper. The framing follows a write-up…

In this tutorial, we discover TileGym GPU programming by constructing a sensible Colab workflow that runs throughout completely different {hardware} situations. We start by probing the out there CUDA surroundings, checking whether or not NVIDIA cuTile runs instantly, and falling again to Triton when customary Colab GPUs lack the required cuTile stack. Through this setup,…

Robbyant, Ant Group’s embodied-intelligence unit, has launched LingBot-World-Infinity (LingBot-World 2.0). It is a causal video technology mannequin that behaves as an interactive world simulator. It is how the group assaults two failure modes: long-horizon drift and interactive latency. What is LingBot-World-Infinity? An interactive world model generates video frame by frame, conditioned on a stream of…

Ant Group’s Robbyant has launched LingBot-VLA 2.0, a Vision-Language-Action (VLA) basis mannequin for robots. The launch features a technical report, an Apache-2.0 codebase, and a 6B checkpoint. The analysis group targets a widely known hole: VLA fashions typically work in labs however stumble in deployment. LingBot-VLA 2.0 advances the prior model alongside three sensible axes….