The limits of simple extrapolation in AI forecasts

One post argues that naive extrapolation can work exceptionally well for AI scaling laws and time horizons but break down for cyber vulnerabilities and high-severity agentic incidents. The author suggests this explains most disagreements about future AI progress. A reply links to “Takeoff speeds rule everything around me,” whose description reads, “Not all short timelines are created equal.”