April 2026
Intermediate
395 pages
13h 22m
English
Content preview from Generative AI with Python
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9.5 AI Systems in the Near Term
According to OpenAI, there are five stages of artificial intelligence: Level 1 is dominated by chatbots, and AI is used for conversational language. In Level 2, reasoning models can reach human-level problem solving. Agentic systems represent Level 3. In Level 4, AI systems can support creative tasks like inventions and effectively act as innovators. In Level 5, AI systems can mimic and do the work of complete organizations. At that point, companies worth of billions of dollars might be led by a single person (a one-person unicorn) or even by no person (a zero-person unicorn). We find this prospect both fascinating and frightening at the same time.
An effective way to think about future technologies is the ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.