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Moonshot AI has unveiled Kimi K3.1 Pro, an AI model that ships with the potential to build games, create 3D models and handle financial research. The company revealed it has reduced the model's cyber-offensive capabilities amid growing concerns about AI-powered hacking. Full model weights are expected to be released on November 4.
Researchers at MIT’s Computer Science and Artificial Intelligence Laboratory placed thirteen independent copies of an AI agent named Eko on a small simulated desert island and left them there for thirty hours apiece with no assigned task, no score to chase, and no reward waiting at the end. Each Eko ran on Claude Opus 4.7 inside a coding environment that let it issue commands to move, jump, pick up, place, and throw objects while receiving only text descriptions of positions and shapes rather…
Uber Technologies Inc (NYSE:UBER) and DoorDash Inc (NASDAQ:DASH) may be justified in blocking external artificial intelligence agents for now, as the technology threatens to disrupt their business models,
Controllable 3D part generation is pivotal for digital asset creation, yet existing methods lack the flexibility to accommodate diverse user workflows requiring varying levels of control. In this paper, we introduce FlexPart, a unified image-to-3D part generation framework that supports variable-granularity geometric conditions within a single model. By seamlessly integrating heterogeneous inputs, ranging from sparse points to dense bounding boxes and masks, via gated adaptive modulation, FlexPart unlocks a powerful cross-modal synergy. We also propose an asymmetric geometric guidance mechanism that leverages strong spatial priors to align representations across granularities, improving geometric consistency and facilitating inter-task synergy. Under mask conditioning on PartVerseXL, FlexPart reduces Part CD by 16.6% relative to TripoSG + SAM3D and by 10.5% relative to OmniPart, while maintaining competitive whole-mesh quality. The code can be found at https://github.com/Gucci233/FlexPart
In Foreign Affairs, historian Niall Ferguson, researcher Lisa Klaassen, and former Google CEO Eric Schmidt cast the US and China as AI empires and every other country as a dependency. The race won't be decided by breakthroughs but by who can bankroll it. US corporations alone…
Flint is Recursive’s mixture-of-experts language model for coding agents, with 39.8 billion total parameters and approximately 2.5 billion active per token. It is designed to investigate codebases, fix bugs, implement features, and write tests.
Measuring animal distance and motion in metric units underpins abundance estimation, morphometrics, and movement ecology, yet monocular video lacks metric scale and wildlife datasets lack metric ground truth. We present WildDepth 2, extending the synchronized RGB-LiDAR…
Diffusion language models generate multiple token positions in parallel, but few-step decoding makes parallel commitment difficult: tokens that appear reliable individually may be jointly inconsistent, while premature commitments can prevent later context-dependent refinement.…
We focus on optimisation-based Decision Support Systems in real-world applications. In this context, we aim to provide contrastive explanations that answer users' questions about recommendations based on the solution of an optimisation problem, specifically a Mixed-Integer…
