According to Scott Shi, the capabilities of large language models (LLMs) are accelerating at a remarkable pace. A recent observation highlights that in just two months, the time horizon for handling complex software tasks autonomously has more than doubled. This growth reflects advancements from a ~6-hour task completion window with GPT 5.2 High to a ~14-hour window with Claude Opus 4.6. Such rapid development underscores the evolving potential of AI in handling sophisticated operations.