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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.

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arXiv

Sep 18

When Steering Fails in Latent Reasoning: A Latent-to-Language Transition Gap

Activation steering has become a widely used approach for controlling language models during explicit chain-of-thought (CoT) reasoning, motivating its extension to latent CoT. However, we find that steering continuous thoughts produces substantially weaker effects on subsequent…

arXiv

Sep 18

Outcome-Conditioned End-Effector Geometry Across Vision-Language-Action Policies

Vision-language-action (VLA) policies solve the same manipulation task through different action interfaces, but task success alone does not establish whether their physical executions agree. We study cross-policy end-effector geometry in 15,000 closed-loop LIBERO rollouts from…

arXiv

Sep 18

Beyond Gaussian Worlds: Latent Geometry Matters for JEPAs

Recent Joint-Embedding Predictive Architectures (JEPAs) prevent representation collapse by constraining learned representations to follow a prescribed target distribution, such as an isotropic Gaussian or the uniform distribution on a hypersphere. Klindt et al. (2026) showed…

arXiv

Sep 18

Analysing the Linearity of Linguistic Relations in Language Model Embedding Spaces

We propose a framework to analyse how strongly different linguistic relations are linearly encoded in language model embedding spaces. We formalise linear encoding via a constrained linear approximation over related and unrelated word pairs and apply this to an extended BATS…

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