The Innermost Loop

The clock speed of autonomy is accelerating. Epoch AI extrapolates that Gemini 3 Pro has achieved a SOTA autonomous time horizon of 4.9 hours, with GPT-5.2 following at 3.5 hours. Based on this trajectory, some analysts now estimate the doubling time for autonomous capability is down to just one month, a pace that renders annual roadmaps obsolete.