[linuxdeveloper]

This is fascinating and impactful for AGI as likely the action-plan for the robot will be generated token by token similar to an LLM.

Assume you have a robot instructed to protect humans.

How do you verify the action-plan passes moderation (i.e. doesn't harm a human) when the individual actions each do pass moderation, but the plan as a whole is dangerous (will harm a human).

Waiting to verify the entire chain of actions before starting actions in motion means your reaction time is slower.

If the robot is standing at a crosswalk, and sees a girl about to get hit by a car, he has to decide if he will push the girl out of the way, or if that action will cause greater harm.

The individual actions (activate arm, move arm towards girl, orient hand, shove girl out of path of car, etc) might each look beneficial to the human but as a whole actually are harmful.

However, the reaction time for the robot to save the girl might require near-immediate response.

Do you start processing the pipeline immediately or do you wait to verify the entire thing passes moderation?

[netruk44]

I edited my message after you replied with a note about ChatGPT. I've had ChatGPT cut itself off mid-response before, which I think may indicate that they're calling the moderation endpoint mid-response as opposed to the way Bing does it, which is just once at the end.