DeepSeek R1: The Open-Source Reasoning Revolution That Changes Everything The Reasoning Problem Traditional LLMs generate text token by token, left to right. This autoregressive approach works for simple tasks but struggles with complex reasoning, math, and multi-step logic. The core problem : How do you get an LLM to think before answering? The Solution: Mixture of Experts (MoE) DeepSeek R1 uses a Mixture of Experts architecture combined with Reinf...