DeepSeek R1 in 2026: What It Was, What’s Current Now

DeepSeek R1, released in January 2025, was DeepSeek’s first dedicated reasoning model — a 671-billion-parameter Mixture-of-Experts model (37 billion active per token) that matched OpenAI’s o1 on math, code, and reasoning benchmarks. It’s now over a year and a half… Read moreDeepSeek R1 in 2026: What It Was, What’s Current Now

TOON vs JSON: The Most Token-Efficient Format for AI Agents

When you build AI agents, every token matters. Lower token usage means lower API costs, faster responses, and better performance. Although JSON has been the long-time standard for structured data, it’s not designed for LLMs. This is where TOON (Token-Oriented… Read moreTOON vs JSON: The Most Token-Efficient Format for AI Agents