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This feels like one of those moments where people are mistaking a pause for a peak. Yes right now AI outputs can still be flawed and yes it can feel like recent updates are less dramatic than what we saw a year or two ago. But that is often how transformative technologies unfold. The visible leaps come in bursts while the invisible groundwork is being laid quietly in between.

We are watching the early stages of a system that is scaling in capability faster than most are prepared for. A model that can consistently work for eight hours straight or match human experts in most fields is more than just incremental progress. It is an economic and societal shift point.