A Survey on Human-AI Collaboration with Large Foundation Models

Understand

As the capabilities of artificial intelligence (AI) continue to expand rapidly, Human-AI (HAI) Collaboration, combining human intellect and AI systems, has become pivotal for advancing problem-solving and decision-making processes.

• The advent of Large Foundation Models (LFMs) has greatly expanded its potential, offering unprecedented capabilities by leveraging vast amounts of data to understand and predict complex patterns.
• At the same time, realizing this potential responsibly requires addressing persistent challenges related to safety, fairness, and control.
• This paper reviews the crucial integration of LFMs with HAI, highlighting both opportunities and risks.