Composer 1.5 improves upon its predecessor by enhancing coding capabilities through scaled reinforcement learning. It balances speed and intelligence, using thinking tokens for complex tasks and self-summarization for extended contexts. The model shows significant performance gains, especially on challenging coding problems.