Vork is a source-available, free research-preview 3D and visual-effects engine designed for AI agents to use without operating a graphical editor. Written in Rust and Slang, it renders on Vulkan and Metal: an agent creates a scene, renders an image, inspects it, then revises the scene code. Scenes can be authored as JSON directly or through Python and TypeScript SDKs. Standard shots can rely on scene data, while GPU programs allow custom shaders and control over cameras, materials, light transport, simulation, and compositing. The examples range from a million simulated birds and GPU liquid to tracked-camera effects on real footage, a black-hole lensing effect, and conventional 3D scenes.
The renderer combines rasterized visibility with hardware ray-traced lighting, with a path-tracing option; scene data and render plans remain installed so frames can reuse GPU resources. Preview, draft, final, and path profiles support different iteration and quality needs, though denoising availability affects sample counts and speed. The project documents its examples, asset preparation, credits, and help system, and encourages agents to make a preview before refining camera and lighting for final output. GPU programs handle scene-level work, while parsing, planning, animation evaluation, and input/output still use the CPU. Validation includes analytic checks and render tests, but does not guarantee physical accuracy.
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Richard Sutton argues that brute-force computation alone cannot produce intelligence and that AI needs clever new methods. He says the science of AI is far from finished. (twitter.com)
Anthropic is accused of charging Russian Claude users before identity checks, then cutting off access after verification and retaining biometric data. Critics say account bans can affect linked GitHub projects and Russian citizens living abroad, and accuse the company of failing to answer public questions. (twitter.com)
LLM coding agents boost workplace productivity but can prevent developers from learning through hands-on problem-solving and weaken their technical skills. Developers should preserve their expertise by building projects manually, studying fundamentals, and practicing without AI tools in their own time. (ducktape.blot.im)
A fabricated Newtype interview led The Diplomat to retract its article about a Korean startup’s AI war test in Ukraine. The retraction followed a diplomatic dispute. (thediplomat.com)
Microsoft Research’s AI Frontiers group brought together about 50 researchers to develop agent systems and foundational AI advances. After the team joined Microsoft AI in September, its research-first approach clashed with leadership’s emphasis on scaling. (hunch.net)
Microsoft researcher John Langford has left the company. Microsoft’s AI Frontiers group has been declared finished. (businessexaminer.ca)
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