Today we’re talking about a significant shift taking place in artificial intelligence during the first half of 2026.

For the last three years, most of the attention has been focused on foundation models. Which company has the most powerful language model? Which model scores highest on the benchmark? Which one can write code, pass exams, summarize documents, or generate images?

That phase is not over. The models are still improving. But the easy gains appear to be behind us. The bigger story is no longer simply about training a larger model. The bigger story is integration.

In other words, AI is moving from the lab into the workflow.

That sounds simple, but it has enormous implications.

There are really two movements happening at the same time.

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