Local AI guides
Run local AI on your own hardware - practical, cost-driven guides.
Hy-SimulMT: Tencent opens its real-time interpreter
Tencent's Hy-SimulMT (30B MoE, 3B active, Apache 2.0) translates speech while you talk: 3s latency, voice cloning, 37 languages. GGUFs already up.
Oct 27, 2026
NVIDIA's software fee: $2,000 per GPU per year for agents
Jensen Huang floated about $2,000 per GPU per year for agent software at GTC Berlin, under half the $4,500 AI Enterprise list. Quotes and fleet math verified.
Oct 26, 2026
Claude refuses the TV, DeepSeek does the repair job
People ran Claude Code against ad-laden smart TVs; Opus 5.5 blocked TV reverse-engineering, open models took the job. Repos, star counts, and coverage verified.
Oct 26, 2026
Nemotron Embed and Rerank: NVIDIA's local RAG stack
Nemotron 3.5 Embed 1B/8B and Rerank 8B are open under openmdw-1.1: multimodal retrieval, NVFP4 and GGUF builds, ahead of Qwen3-VL on both benchmarks.
Oct 26, 2026
GPU Unlock: an exploit doubles RTX 3090 AI throughput
One week, 6.7k stars: GPU Unlock doubles BF16 on RTX 3090s, 87 to 157 TFLOPS, via a buffer overflow in NVIDIA's secure boot firmware.
Oct 26, 2026
r/opensource bans AI: the revolt inside open source
r/opensource (500k members) banned all AI projects Oct 24, effective immediately. System76 and OBS ban AI contributions too; a rival sub spawned within hours.
Oct 25, 2026
Claude Code's [cyber] wall: 2,145 refusal issues
2,145 GitHub issues document Claude Code's false-positive cyber refusals: modchips, own-code protection, arithmetic. Local models win where the wall lands.
Oct 25, 2026
OrcaCyber: DeepSeek V4.1 Flash without refusals
OrcaRouter's OrcaCyber: abliterated DeepSeek V4.1 Flash 1017 with 91.5% fewer refusals and MMLU 92.0 vs 91.0. MIT, GGUF day one, 346 GB build exists.
Oct 25, 2026
Dessa: Block's speech model trained only on listening
Block (Jack Dorsey) unveiled Dessa, a speech-to-speech model trained only on human conversation. It hears tone, pauses and emotion, and talks while it listens.
Oct 23, 2026
Kimi K3.1 Pro: Moonshot's 3T-class multimodal model
Kimi K3.1 Pro: 2.8T total / 104B active, 1M context, multimodal. Terminal-Bench 4.0 65.7 near Opus 5.5; BenchCAD 92.7. Weights by Nov 4, cyber data removed.
Oct 23, 2026
Nemotron 3.5 Bolt E4B: the Minecraft NPC model
NVIDIA's Bolt-E4B-4GB (8B total, 4B effective) runs a Minecraft blacksmith NPC that haggles, smelts and crafts; also a robot on Jetson. OpenMDW, GGUF.
Oct 23, 2026
Base Labs mammoth-1 and elephant-1: open decision models
Base Labs shipped two open decision models: mammoth-1 (27B) and elephant-1 (9B), Qwen3.5 fine-tunes that output per-option probabilities in one pass. MIT.
Oct 23, 2026