Future Scenario

Future scenario prediction is a burgeoning field focusing on enabling artificial agents, from robots to AI systems, to anticipate and react to potential future events. Current research emphasizes developing models that can generate and evaluate multiple future trajectories, incorporating both human intentions and predicted environmental changes, often using techniques like reinforcement learning and world models. This work is crucial for improving the safety and efficiency of autonomous systems, particularly in high-stakes domains like autonomous driving and child welfare, while also addressing the ethical implications of AI hype and biased data.