AgentsLiquid AI LocalCowork 75 MCP Tools On-Device 385ms LatencyLiquid AI Blog·high signalXBlueskyLinkedInCopy linkFully on-device agent workflows. LFM2-24B-A2B sparse MoE. 75 tools, zero cloud dependency. Data sovereignty agent stack.SourceSource pageLiquid AI Blog↳ Follow the threadPolicy dependency / Stack layerCROSS-CATEGORY: Four Products Shipped Pre-Execution Assurance for Agent Tools in 48 HoursTDQS, Apify, Product Hunt and StartupCorners digestPolicy dependency / Stack layerAWS open-sourced a HyperPod control plane that exposes 38 MCP tools with parameter validation before executionAWS Machine Learning BlogPolicy dependency / Stack layerThree Robot Navigation Exports With Identical Task Success Leak Wildly Different Amounts About the HomearXiv 2609.03055Policy dependency / Stack layerA Post-Quantum Accelerator Passed Its Full Known-Answer Test Suite While Carrying a Defect That Surfaced at Reject-Loop Iteration 5arXiv 2609.04058Policy dependency / Stack layerCVE-2026-85666: OGX's MCP tool definitions accept a server_url the SSRF guard never checksNVDPolicy dependency / Stack layerDeepMind's WeatherNext 3 trains on live satellite data instead of six-hour-lagged NWP outputGoogle DeepMind Blog (corroborated by TechCrunch)Policy dependency / Stack layerFour IBM ContextForge MCP Gateway CVEs land the same day, two of them DNS rebindingNVDPolicy dependency / Stack layerCVE-2026-85787: AWS's own postgres-mcp-server had an incomplete SQL denylist letting writes past read-only scopeNVD