NewsDeepSeek V4 Imminent Trillion-Parameter MoE 1M ContextTechNode·high signalXBlueskyLinkedInCopy linkDeepSeek V4: ~1T param MoE with 32B active, 1M context, natively multimodal, optimized for Huawei Ascend. Launch this week.SourceSource pageTechNode↳ Follow the threadPolicy dependency / Stack layerRIPPLE: an edit confined to one prompt-policy segment changes downstream behavior, so replay candidate edits after previously accepted ones before persistingarXiv 2609.12127Policy dependency / Stack layerCROSS-CATEGORY: Salesforce, Zendesk and Workable All Shipped Named Agent Portfolios on Sept 14, Each Metered in a Different UnitZendesk newsroom, Salesforce press release and Workable via GlobeNewswire (three independent Sept 14 announcements)Stack layer / Threat patternCline Leaves the IDE: a Standalone Desktop Agent That Imports Claude Code and Codex Sessions and Schedules Recurring PR ReviewsCline GitHub releases (launch reported by RuntimeWire, version cadence verified on the repo)Policy dependency / Stack layerPattern: four coding-agent CLIs shipped sandbox or trust work in the same weekGitHubStack layer / ContrastPre-registered ablation shows removing an LLM verifier stage from an offensive-security agent shifts median reported findings from 0 to 2 per runarXivPolicy dependency / Stack layerCodeBLEU Scored 91% for Both RAG Strategies While One of Them Hallucinated APIs 56.4% of the TimearXiv 2609.12464Policy dependency / Stack layerHazardAuditor runs Claude Code, Codex, Hermes and OpenClaw in one harness and normalizes their events to train a guard modelarXiv / HuggingFace Daily PapersStack layer / ContrastvLLM merges DeepGEMM Mega-mHC for DeepSeek V4.1, 1.14x to 1.51x over the current TileLang fused pathGitHub