Human-Centered AI
Isabelle Levent and
Human-Centered AI
pre-training data should be augmented with explicit moral values metadata
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.
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
Wout Schellaert • Your Prompt is My Command: On Assessing the Human-Centred Generality of Multimodal Models | Journal of Artificial Intelligence Research
How to Raise Your Artificial Intelligence: A Conversation With Alison Gopnik and Melanie Mitchell
Julien Crockettlareviewofbooks.org