Human-Centered AI
Isabelle Levent and
Human-Centered AI
Introducing Generally Intelligent
generallyintelligent.comFrom My Data to Our Data: A Proposal to Equitably Distribute Wealth in a Digital Economy
Hanlin Lilive-future-of-building-wealth.pantheonsite.ioEven 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
Wout Schellaert • Your Prompt is My Command: On Assessing the Human-Centred Generality of Multimodal Models | Journal of Artificial Intelligence Research
Research talk: Prompt tuning: What works and what's next
youtube.comThe model was helpful—but only to an extent. They found that while AI improved the output of less creative writers, it made little difference to the quality of the stories produced by writers who were already creative.
Rhiannon Williams • AI can make you more creative—but it has limits
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.
In the most practical sense, we are now much less limited by ideas than ever before. Even people who don’t consider themselves creative now have access to a machine that will generate innovative concepts that beat those of most humans (though not the most creative ones). Where previously, there were only a few people who had the ability to come up... See more
Ethan Mollick • Automating Creativity
This is a common error, which existed long before AI. In fact, generating (or selecting) good ideas is a key challenge. LLMs so far seem to be about as good as the internet at generating lots of quite generic ideas - those who can select the ones that match their context (and yes, then, execute on them) are the ones who will have a chance to succeed.
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