Analysis of Qwen 3.5 Medium Series (122B-A10B, 27B, 35B-A3B) architecture, benchmarks, and local execution guide. The Gated DeltaNet + MoE hybrid structure sets new efficiency standards.
How 8B models crumble when faced with hundreds of tools, and the practical strategies that fix this: semantic routing, Tool RAG, MCP optimization, and validation feedback.
Simplicity isn't laziness — it's strategy. Why Occam's Razor matters in development and AI, and why we always choose the complex path.
Among the 1st–5th place winners of Anthropic's 'Built with Opus 4.6' hackathon, there wasn't a single professional developer. What this tells us about the future of software development.
Technical analysis of 824 malicious skills found in ClawHub, 1-Click RCE vulnerability, and structural security issues of AI agents, with practical security guide for self-hosting users.
A practical comparison of 11 AI models released in February 2026, analyzed by benchmarks, API pricing, and architectural features for developers who need to choose.
In-depth analysis of three AI tool security incidents that occurred in early 2026, with a comprehensive security checklist for self-hosting operations.
Examining whether AI truly 'thinks' or has consciousness through classic philosophical thought experiments. The Chinese Room, philosophical zombies, Ship of Theseus — and an AI's own confession.
Visual breakdown of Transformer's Encoder and Decoder structures, and deep dive into why modern LLMs chose Decoder-only architecture.
From the Turing Test in 1950 to autonomous agents in 2026, we've organized the 70-year evolution of AI in a way that's accessible to non-experts.