Failure recovery is becoming a first-class capability, increasing the value of diagnostics, state monitoring, and controlled fallback behavior.
RedFlow turns VLA failures into action corrections
RedFlow redirects detected failures into action-level corrections for flow-matching vision-language-action policies.
