427x

An experimental scaffold in the Claude Opus 4.6 system card achieved a 427x speedup, exceeding the 100x task threshold and demonstrating a significant leap in AI efficiency. This performance, which exceeds 300x the speed of human workflow, is being analyzed in the context of building trust with fast-operating AI agents. Read the full analysis at Medium .

Iggy AI: Building Trust with the Anti-Cognitive Surrender Protocol An experimental scaffold in the Claude Opus 4