Think Anywhere in Code Generation

Think-Anywhere is a novel reasoning mechanism that enables large language models to invoke thinking on-demand during code generation, improving performance across multiple benchmarks through adaptive reasoning allocation. This addresses limitations where upfront thinking is insufficient as problems' full complexity reveals itself during implementation.