Meaning of capability overhang | Babel Free

Definitions

Capabilities and potential applications of existing artificial intelligence systems that have not yet been discovered.

uncountable

Examples

“Researchers talk⟳ about the 'capability overhang,' or hidden skills and dangers, of artificial intelligence. As the technology goes mainstream, we're going to discover⟳ a lot of new things about them.”

“Since the release⟳ of GPT-4, OpenAI has been adding capabilities to the AI system with "plugins", giving it the ability to look⟳ up data on the open⟳ web, plan⟳ holidays, and even order⟳ groceries. But the company has to deal⟳ with "capability overhang": the issue⟳ that its own⟳ systems are more powerful than it knows at release⟳.”

“What's much harder to test⟳ for is what's known as "capability overhang"—meaning not just the model's current knowledge, but the derived knowledge it could potentially generate⟳ on its own⟳.”

CEFR level