Gecko Robotics works with NVIDIA to add AI agent security and control

Gecko is using NVIDIA’s new agentic AI security layer in its inspection robots. Source: Gecko Robotics NVIDIA Corp. today announced its Open Agent Safety Platform, which consists of the OpenShell open-source software and Sentry reference system design. They are intended to…

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Where the Blocks Live: Tier-Aware KV-Cache Routing for vLLM at Scale

Hi, I'm Pongup Pak from War at PyTorch Conference North America 2026. I'm presenting a poster called where the block lives. When GPU memory fmflows the KB cache to CPU or storage and LMD tracks where every block lives and sends each request to its cache. You will see when CPU is…

YouTube — PyTorch OfficialOct 20

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A Controlled LLM Workflow for Evidence-Grounded Diagnosis of Risk Score Differences

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A Controlled LLM Workflow for Evidence-Grounded Diagnosis of Risk Score Differences

arXiv:2610.23962v1 Announce Type: new Abstract: We propose a controlled Large Language Model (LLM) workflow for explaining risk score differences using similar historical transactions. The workflow combines reference retrieval and contrastive SHapley Additive exPlanations (SHAP)…

arXiv — cs.AIOct 20

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