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 threadShared entity / Stack layerCompacted Agent Memory Can Answer Today's Question and Still Break on Tomorrow's UpdatearXiv 2609.20045Shared entity / Stack layerMore Web Search Calls Did Not Make ChatGPT, Claude, Grok or DeepSeek Answer BetterarXiv 2609.19244Policy dependency / Stack layerLangChain ships a first-party integration that deliberately does not wrap the vendor's SDKGitHubStack layer / Threat patternDeepSeek V4.1 Flash Popped All 11 Vulnerable Targets in Enclave's Offensive Security Benchmark for $5.14Enclave (model release corroborated by DeepSeek) / Hacker News (167pts, 66 comments)Policy dependency / Stack layerRust's crates security team warns of an active campaign social-engineering maintainers over fake video callsSimon Willison's Blog (Rust Blog)Stack layer / ContrastTernary Bonsai 2 27B ships a true 1.72-bit quantization of Qwen3.8-27B at 5.95 GB, and hit 405,000 downloads in under two daysHugging Face / Prism ML (via r/LocalLLaMA, 1,347 upvotes)Policy dependency / Stack layerCROSS-CATEGORY: On the Same Day, Anthropic Moved Into Documents and Decks While OpenAI Moved Into Ad Sales, CRM and EcommerceThe Next Web and Search Engine Land (two independent same-day writeups of two separate primary announcements)Stack layer / ContrastCactus Needle 3 is a 121M-parameter tool-calling model that ships in 8-29MB slices and refuses to chatCactus Compute / Hugging Face (via r/LocalLLaMA, 183 upvotes)