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Pulse · reuters.com

reuters.com · Oct 22

AI startup Vectorial raises $3 million in funding to expand human behaviour simulation platform

Pulse · unn.ua

unn.ua · Oct 22

From AI agent privilege escalation to PHP vulnerabilities, the market is increasingly focusing on the "security premium" in the AI era. Morgan Stanley outlines the long-term bull case for cybersecurity and near-term opportunities.

УНН News of the World ✎ Meta is planning a large-scale Muse network, but is facing privacy concerns and high costs. The company's free cash flow has turned negative.

Pulse · telecompaper.com

telecompaper.com · Oct 22

Zuckerberg wants to create a giant online network of AI agents

Orange Business and Nvidia said they are collaborating on enterprise voice AI deployments by testing a prototype with customers that delivers a more responsive experience with lower latency. The two partners are trialling a distributed approach that spreads AI inference across central-cloud and regional PoP (Point of Presence) resources. This enables a more natural conversational flow by improving performance and optimising GPU capacity. It also helps keep voice data local where required.

Pulse

Top picks this weekarXiv

arXiv

Oct 15

MLExpert: Towards a Generalist Agentic Model for Autonomous Machine Learning Engineering

AI Agentic model for autonomous machine learning engineering with long-horizon optimization.

The Decoder

Oct 22

Anthropic takes on Grok Bot, Meta's Muse, and OpenAI's Dots with its always-on agent "Claude Duet"

Anthropic has launched Claude Duet, a proactive AI agent that handles tasks on its own, even when the user is offline. The app is built on Claude Opus 5.5 and connects to services like Gmail, Slack, and Stripe through more than 6,000 connectors. It asks for approval before…

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arXiv

Sep 23

DRSR: Learning Set-Level Deletion Risk for Efficient Long-Horizon Agents

Long-horizon language-model agents accumulate reasoning traces, tool exchanges, and observations whose relevance changes with the current decision. Existing compression strategies often score historical units independently, but the safety of deleting several units is generally…

arXiv

Sep 23

High Dynamic Range Video Reconstruction from Single-Exposure Raw Sequences

Due to the limited dynamic range of conventional image sensors, captured low dynamic range (LDR) video often suffers from highlight clipping and shadow detail loss, making high-quality high dynamic range (HDR) reconstruction from single-exposure sequences highly challenging…

arXiv

Sep 23

CAVEAT: Towards Robust Computer-Use Agents in Incentive-Misaligned Environments

Computer-use agents (CUAs) increasingly act on behalf of users online. What happens when the environments they operate in have incentives of their own? Online marketplaces, for example, may favor some products over others, steering agents away from the user's objective.…

arXiv

Sep 23

GaussPDE: Graph-Based Partial Differential Equation-Driven Rendering for 3D Gaussian Splatting

We present GaussPDE, a framework that injects physically structured partial differential equation (PDE) dynamics into pretrained 3D Gaussian scenes without mesh extraction, voxelization, or retraining. Our key observation is that PDE rendering requires not only accurate…

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