Needle 3 delivers 86% tool accuracy in an 8MB–29MB binary at 4,000 tok/sec. Cactus Compute’s laddered architecture replaces generative chat with edge automation.
Hardware & Local AI
50 Articles in this Category
Silicon architectures, VRAM requirements, GPU benchmarks, Apple Silicon unified memory, and local LLM deployment.
Xiaomi streamed its $3.5M real-time RL run for MiMo-V2.6. An architectural audit of live cluster telemetry, fatal OOM restarts, GRPO mechanics, and benchmark tops.
Constellation targets a 2027 restart of Three Mile Island Unit 1 under a Microsoft power agreement. The reactor has not been shown to have reopened.
ConvAI Innovations’ 0.4B non-autoregressive decision model Laya hit #1 trending on Hugging Face in 48 hours, matching Jev’s sub-35ms speed under Apache 2.0.
Deploy DiffusionGemma-Jev on Cloud Run with one command. Single-step latency: 35–60ms. Batch@32 throughput: 100–123 req/sec. Costs ~$3/hr active, $0 idle.
Anthropic released Claude Opus 5.5 on September 22, 2026: 66.4% Terminal-Bench, 54.4% FrontierCode, matching Fable 5.1 at $4/$20 with 60% cheaper prompt caching.
Executive Briefing Donald Trump’s warning that “whoever wins AI wins everything” was treated in Washington as an…
Alibaba unveiled 10T Qwen scaling, the 500k-node Zhenwu V900 chip, and a 20GW grid plan. Here is our forensic systems audit of the domestic ASI sprint.
DeepSeek is training an 8-trillion-parameter MoE model on 160,000 Huawei Ascend 950DT chips. CEO Liang Wenfeng told investors the domestic chip bet “has to work.”
NATO’s drone wall is a 5-layer sensor-fusion stack. Dissecting detection layers, C2 APIs, and €400k vs $2k interceptor economics on the Belarus frontier.