Human-Centered AI

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.

Ideally, the future of humanity is about capturing the upside of emotion while minimizing the downsides. AI is a perfect instrument to help us achieve this balance.

But the bigger loss of human agency comes from the billions of people that use these apps. These deep learning AIs are designed to maximize the time we all spend on these apps. While you are reading this memo, you are probably jonesing to switch over to Instagram or TikTok. It turns out when an app company doesn't care about content and asks an AI ... See more

Even with obvious deficiencies, large prompt-commanded multimodal models are proving to be flexible cognitive tools representing an unprecedented generality. But the directness, diversity, and degree of user interaction create a distinctive “human-centred generality” (HCG), rather than a fully autonomous one. HCG implies that —for a specific user— ... See more