April 27, 2026 Self-Improving Models: What MiniMax M2.7 Actually Does

The Headline vs The Reality “Model trains itself over 100+ autonomous cycles.” That was the headline when MiniMax released M2.7 on March 18, 2026 [1]. It sounds like science fiction: a model bootstrap…