#deepseek

Strata engine breaks local LLM speed records—51 t/s TG, 1500 t/s PP on Qwen3.8, outpacing llama.cpp, while China’s AI boom fuels cutting‑edge breakthroughs.

Local LLM harnesses like Codex CLI boost performance, shrink prompts to 3,000 tokens, and empower tools such as web browsing and subagents—making local models rival cloud giants.

Discover how repurposed mining rigs can power Qwen3‑Coder‑Next LLMs locally, achieving 71 GB VRAM and 40 tok/s for under $800.

Explore real‑world performance, tooling hacks, and benchmark insights for Qwen 3.8 and Flash models versus rivals like MiMo‑V2.6 and GLM‑5.3.

New AI benchmark HLE-Diamond tests high‑reasoning LLMs, showing how Chinese labs, Dream‑RSI, and Bonsai‑Llama‑Jev push efficiency, cost‑saving, and local inference to the next level.

New decentralized “Pirate Face” platform uses BitTorrent to distribute LLMs, offering a censorship‑resistant alternative to Hugging Face while allowing verified model releases. Explore its tech, challenges, and the rise of Chinese AI models.

Chinese open-weight AI models now eclipse U.S. versions with 3.2 bn downloads, 80% traffic, and closing the performance gap to closed models.

OpenAI, Anthropic, and US policy clash as new GPT‑6 and Claude Opus 5.5 models race for Super‑Intelligence while China probes data leaks – what this means for the AI race.

OpenAI leak reveals “Aeon” agent, GPT‑6 plans, while Yandex, Xiaomi, and SupraLabs push new LLM and image‑generation models amid anti‑competitive lawsuit and calls for AI benchmarking standards.

Unverified leaks hint OpenAI may launch “Aeon” or GPT‑6 Sol next week, sparking debate over AI autonomy, cost‑efficiency and legal scrutiny in the LLM race.