Self-evolving model

Author's Note: This deep dive covers the core capabilities, performance benchmarks, and API integration for the MiniMax-M2.7 and M2.7-highspeed models, helping you secure flagship-level AI performance at a fraction of the cost. On March 18, 2026, MiniMax launched the MiniMax-M2.7 flagship Large Language Model, the first AI model to actively participate in its own evolutionary…