From Raw Intelligence to Aligned Assistants: Inside LLM Post-Training

Modern LLMs like ChatGPT and Claude achieve their usefulness not through pretraining alone, but through a sophisticated three-stage post-training pipeline that teaches models to be helpful and aligned with human values. Understanding this process is essential for developers building AI-powered tools, as it reveals how language models transform from pattern-matching engines into genuinely useful assistants.