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Pulse · finance.yahoo.com

finance.yahoo.com · Nov 4

Snyk Named a Leader in Agentic Development Security Tools by Independent Research Firm

Snowflake (NYSE:SNOW) announced a suite of AI upgrades at its flagship event, focused on autonomous agents and data control. The company introduced trusted, autonomous AI agents designed for enterprise use with advanced governance and audit capabilities. Snowflake expanded its Business Ontology and automation tools to support multi cloud data engineering and real time analytics for AI. These autonomous AI agents and governance upgrades are only part of what investors need to understand from...

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arXiv

Nov 3

DreamX: Video Diffusion Model is a Universal Latent Action Learner

Learning a universal action representation from video requires modeling dynamics that are consistent across different executions of the same action yet invariant to changes in embodiment and appearance. Existing latent action models infer actions from visual transitions, but their representations often entangle the underlying action with irrelevant visual variations, limiting transfer across embodiments. We introduce DreamX, which repurposes a pretrained video diffusion model as a universal latent action learner. Our approach extracts compact latent actions from the video model's rich spatiotemporal features, compressing each latent video frame by $\boldsymbol{300\times}$ ($\boldsymbol{1{,}200 \rightarrow 4}$ tokens). In addition, by leveraging the video model's generative prior, these latent actions capture action-relevant dynamics disentangled from visual appearance. The resulting latent space serves as a shared action interface across embodiments (human and robot), environments, and action parameterizations. On LARY-Bench, DreamX achieves state-of-the-art performance among latent action models. Moreover, actions encoded in one setting remain effective in another: the latent…

The New Stack

Nov 4

“Signing in to your company’s plugins one by one is annoying”: Anthropic’s fix puts Claude in the identity business

Anthropic is now letting businesses automatically connect employees to approved Claude plugins, saving staff from having to sign in to The post “Signing in to your company’s plugins one by one is annoying”: Anthropic’s fix puts Claude in the identity business appeared first on…

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arXiv

Sep 18

Locally Private Inference for Riemannian Stochastic Optimization

We develop inference for manifold-valued population minimizers when each observation belongs to a different participant and only locally private messages reach the analyst. The method releases randomized tangent gradients and combines them through Riemannian stochastic…

arXiv

Sep 18

ConsistWorld: Evidence Routing for Consistent Multi-Agent World Models

Autoregressive video world models enable temporally coherent generation for a single observer. Extending them to multiple agents requires consistency across independently controlled views and temporal gaps under causal streaming. We present ConsistWorld, a multi-agent world…

arXiv

Sep 18

AWR-Net: Decoupling Anatomy and Appearance for 3D Fetal Brain Ultrasound Synthesis

Three-dimensional fetal brain ultrasound offers non-ionizing, cost-effective imaging with rich spatial information for comprehensive anatomical assessment, yet its development remains limited by scarce data and annotations. In contrast, fetal brain magnetic resonance imaging…

arXiv

Sep 18

Beetle: A Bilingual Model Suite for Modelling Second-Language Processing

Bilingual language models (LMs) offer a controlled setting for studying how training conditions shape second-language (L2) behaviour, but prior work typically varies exposure structure, scale, and architecture at once, making it difficult to attribute effects to any single…

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