A system card for Mythos Preview suggests the model increases employee productivity by 4x. Anthropic claims this uplift aligns with internal experiences across coding and technical tasks. If accurate, such a leap drastically accelerates development timelines. This efficiency gain forces a re-evaluation of how quickly AI capabilities can scale toward dangerous thresholds.