Autonomous AI with 4GB VRAM. The complete record of achieving 'web search, reasoning, and self-healing' using lightweight local LLMs and custom MCP

Hello, this is Furufuru.The recent evolution of AI agents is truly staggering. If you give smart models like Claude or GPT hands and feet, they can handle complex research and automation exactly as ...

[Jev Complete Cheat Sheet] The Choice Not to Make AI Write Text. A Comprehensive Guide to Implementing 'AI-Era if-statements' with TypeSafe AI's 'Jev' for Practical De…

The full picture and practical recipes for the ultra-fast 200ms, 1/10th cost, 100% type-safe 'System One' model~0.
xenospectrum

Jev, the AI That Never Writes a Sentence: Cheaper and Faster Than Claude, But Accuracy Swings With How You Ask

TypeSafe AI's judgment-only model Jev lost to Claude Haiku 4.5 on a single phishing-detection question in a third-party ...
電腦王阿達

通義千問開源 Qwen-Image-2.1：7B 參數圖像模型，原生支援透明圖片與多圖編輯

Qwen-Image-2.1 的視覺生成元件參數量為 7B，架構為 32 層 Single-Stream DiT。原生支援 2K 解析度輸出，支援多種長寬比，包括 ...