RedditDeepSeek V4 Imminent Trillion-Parameter Multimodal 1M ContextFinancial Times·high signalXBlueskyLinkedInCopy linkFT reports DeepSeek V4 next week with image/video generation. Trillion parameters, native multimodal, 1M context with Engram conditional memory.SourceSource pageFinancial Times↳ Follow the threadPolicy dependency / Stack layerTyped Provenance Guardrails Block All 19 Unsafe Releases From a Persistent Agent's Autobiographical MemoryarXiv 2609.02127Policy dependency / Stack layerCORAL Puts an LLM Agent in a Live Closed Loop on Production Recommenders and Wins Two A/B TestsarXiv 2609.02730Policy dependency / Stack layerGoogle's Fairwind Program Gates Its Best Cyber Model to 650 Vetted DefendersGoogle BlogPolicy dependency / Stack layerUnsloth 0.1.805-beta doubles Qwen3.8-Flash-Next and GLM-5.3-Flash inference with MTP on by defaultGitHubPolicy dependency / Stack layerThe DOJ Filed a Brief Telling a Federal Court That Training LLMs on Copyrighted Text Is Fair UseTechCrunchPolicy dependency / Stack layerPattern: four coding-agent CLIs shipped self-hosted or in-network execution controls in the same weekCursorPolicy dependency / Stack layerFour advisories land on Databricks' Omnigent meta-harness, one critical, all reported by an autonomous security agentGitHub Security AdvisoriesStack layer / ContrastLatentPress Compresses Context Into Soft Tokens a Frozen Decoder Reads Directly, Beating Uncompressed Evidence at 7.7xarXiv 2609.01507