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tjansen | 1 day ago

Over the last 12 months, AI agents have become dramatically better. And in the last 3 months, they have reached a point where, with some light guidance, they can write 100% of the code. Most skeptics have been convinced and are now realizing the impact. That's what you see in the stock market.

I don't know where the ceiling is. And how much of the improvement was due to better context engineering, and how much to better models. I would expect the context engineering to plateau very soon. Not sure about the models.

An even more dramatic change for the whole economy will be when non-IT, non-creative office clerks are replaced. This is mostly a matter of redesigning the interfaces around them. AI could probably do already most of the work, but getting the tasks to the AI, using their output, and communication with third parties are still a major challenge. Like someone processing insurance claims. AI needs a way to get the claim, to contact third parties (write emails to humans, communicate with other AI agents, maybe even call humans), and then to initiate the payout. It's already doable with today's technology, but still a lot of work.

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