MiniMax cognition lane
MiniMax-M2.7 is the default UnifiedMemory-owned cognition provider for distillation, junk rejection, reconciliation, observations, mental models, and Courtroom judging.
Provider output must pass schema validation and deterministic safety gates. MiniMax confidence is useful evidence, not an authorization bypass.