an agent in every cup

Picture this: You're a seventh-grade student who struggles to keep up in math. But now, you have an AI tutor like the one Sal describes by your side. As you work through a challenging set of fraction problems, it won’t just give you the answer—it breaks each problem down into digestible steps. When you get stuck, it gives you easy-to-understand... See more

focus less on AI as something separate from humans, and more on tools that enhance human cognition rather than replacing it… If we want a future that is both superintelligent and "human", one where human beings are not just pets, but actually retain meaningful agency over the world, then it feels like something like this is the most natural option.

If you've carefully analyzed a situation but something still feels wrong, that discomfort deserves attention. It might signal that your unconscious mind has recognized a pattern your conscious analysis missed. This is particularly true in uncertain and dynamic situations where, as Gigerenzer points out, logical analysis often falls short.

However—an... See more