NewsDeepSeek V4 Imminent Trillion-Parameter MoE 1M ContextTechNode·high signalDeepSeek V4: ~1T param MoE with 32B active, 1M context, natively multimodal, optimized for Huawei Ascend. Launch this week.SourceSource pageTechNode↳ Follow the threadShared entity / Stack layerGuillermo Rauch: Single-Lab Partnerships Are Obsolete — Vercel Sees 6M Deploys a Day, Half Triggered by Coding AgentsTechCrunchPolicy dependency / Stack layerHalluSquatting weaponizes LLM hallucinations to push botnet malware into agentsThe Hacker NewsPolicy dependency / Stack layerAltman: OpenAI Made 'Many Changes' to GPT-5.6 After Talks With Trump Administration Officials, Pushes Back on 5% Stake ReportsCNBCStack layer / Threat patternOpen-Source Multi-Agent Firewall Intercepts Both HTTP(S) and WebSocket LLM TrafficarXivPolicy dependency / Stack layerMake context compaction a trained policy, not an inference-time heuristic — CompactionRL lifts SWE-bench up to +7 pointsarXiv 2607.05378Stack layer / Threat patternSnyk's Evo Agentic Development Security Hit GA June 29 — an Enforcement Layer That Polices MCP Servers and Coding Agents at RuntimeSiliconANGLEStack layer / Threat patternTRACE Watermarks Agent Trajectories Against Adversaries Who Control the LogsarXivStack layer / ContrastMeta Charges for a Frontier Model for the First Time: Muse Spark 1.1 at $1.25/$4.25TechCrunch