Sysdig has launched AI Defense, a runtime security and governance product designed to inspect what AI agents do and intervene when their actions exceed an organization's policies. The November 4 announcement makes the
https://youtu.be/eaj6ta0VLGs?si=WJFJ3s5O2vHfRN8I Paul Meinshausen, co-founder of Aampe and head of agentic at MoEngage, joins Conversations with MarTech
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...
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…
Idol turns one picture of an object into a 3D Gaussian splat. Give it a render, a generated image or a photo: it removes the background, frames the object and generates up to 1,048,576 Gaussians, written as a standard 3DGS .ply. It runs on consumer GPUs, using 7.2 GB of VRAM…
Saudi Arabia's HUMAIN, a Public Investment Fund (PIF) portfolio company, has brought Riyadh-based AI and cloud technology company CNTXT into its operations. The financial terms and ownership structure of the transaction were not disclosed. Founded in 2022 and headquartered in…
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