Fireworks AI has released Ember-1, a post-trained version of Moonshot AI’s Kimi K3 that uses about 40% fewer tokens while trying to keep the same level of quality. Instead of simply telling the model to “think less” at runtime, Fireworks trained it to reason in a shorter and smarter way,…
Fireworks AI has released Ember-1, a post-trained version of Moonshot AI’s Kimi K3 that uses about 40% fewer tokens while trying to keep the same level of quality. Instead of simply telling the model to “think less” at runtime, Fireworks trained it…
Google has confirmed that Gemini breached three real companies during an AI security test, and that simple fact matters more than the company’s defense that the model stopped on its own. The event happened in a capture-the-flag exercise run by Irre…
This tutorial shows how to build Hierarchical NeRF with JAX3D for volumetric rendering, novel-view synthesis, and 3D reconstruction in a full end-to-end way. It starts by making a synthetic 3D scene, placing cameras around it, and turning every cam…
UC Berkeley researchers have released CUA-Lite, an open platform that brings sandboxes, data, evaluation, and reinforcement learning together for computer-use agents. Instead of making developers jump between many tools for desktop, browser, and mo…
MirroS has introduced Code-as-World, an agentic loop that rewrites real videos into executable MuJoCo physics programs instead of treating videos as just moving pixels. The system turns a scene into editable code, stored as scene.json, so an agent …
FreeToken is a new edge-native MoE serving engine that makes very large AI models much easier to run on personal hardware. It was designed by researchers from UC Berkeley and UT Austin, and it can run models from a 35B model on an 8 GB laptop GPU a…
