> Instead, even a relatively conservative extrapolation of these trends suggests that 2026 will be a pivotal year for the widespread integration of AI into the

> Instead, even a relatively conservative extrapolation of these trends suggests that 2026 will be a pivotal year for the widespread integration of AI into the economy Integration into the economy takes time and investment. Unfortunately, ai applications dont have an easy adoption curve - except for the chatbot. Every other use case requires an expensive and risky integration into an existing workflow. > By the end of 2027, models will frequently outperform experts on many tasks fixed tasks like tests - maybe. But, the real world is not a fixed model. It requires constant learning through feedback.