Agentic
DeepSeek V4 Flash vs Pro: Verdict, Cost, Setup (2026)
Flash or Pro? Which DeepSeek V4 to run, what each costs (Haiku-tier pricing), and how to deploy locally. The verdict, the tradeoffs, no launch recap.
Distilled vs Frontier Models for Local AI — What You're Actually Getting
That local model you love was probably trained on stolen outputs from Claude or GPT. Here's what distillation actually does to a model's reasoning, where it breaks, and why it matters most for agentic work.