According to Greg Brockman on Twitter, a practical heuristic for predicting artificial intelligence progress is that any task frontier AI can partially perform today will likely be executed reliably in a year (source: Greg Brockman, Twitter, Nov 6, 2025). This insight has significant implications for AI industry leaders and businesses, suggesting rapid iteration cycles and shorter timelines for deploying advanced AI solutions in enterprise and consumer applications. Organizations can leverage this heuristic for strategic planning, resource allocation, and early adoption of AI-driven products, as tasks currently on the edge of AI capabilities are poised to become robust offerings within a short timeframe.