Incremental Advances in Opus 4.1 Performance Metrics

This chapter explores the performance improvements of Claude Opus 4.1 over its predecessor, Opus 4, focusing on coding skills and debugging accuracy. It also reviews testing standards and safety evaluations, confirming that while there are notable advancements, a complete reassessment is not required.