Metacognitive AI Breakthrough: Self-Improving Hyperagents Master Non-Coding Tasks
Metacognitive AI systems now monitor their own thinking and self-correct—but researchers found they only truly shine when paired with one unexpected human trait.
Beyond Claude Code: MiniMax CLI’s Bizarre Evolution Breaks All AI Rules
MiniMax’s MMX-CLI spawned a self-improving 230B model that defied open-source norms—then a licensing reversal ignited furious backlash nobody expected.