Functional vs. Technical AGI

I think we should make a distinction between Functional AGI and Technical AGI.

• Functional AGI is what I use in my definition of AGI—basically an AI system that can replace a knowledge worker from 2022.
• Technical AGI is more academic and pure, and honestly I don’t feel qualified to even nail it down. But it’s essentially an AI system that can generalize its current knowledge and learning to challenges it’s never seen before.

I think Functional AGI matters most, and I think it’s likely to come before Technical AGI. And of course, if Technical comes first then it will achieve Functional naturally as a bonus.

The reason I think Functional AGI matters most is because if an AI system can replace an average knowledge worker, we’re talking about a BILLION knowledge workers being affected (Forbes). It doesn’t matter if it’s not a Pure, or Technical, AGI if it can do the general part of AGI.

So that means:

• Going to employee onboarding
• Meeting coworkers
• Joining Zoom calls
• Taking direction from management
• Working with peers
• Writing code
• Testing other programmers’ code
• Taking feedback
• Changing direction based on an adjusted project scope
• Sending updates to their management
• Writing reports
• Etc.

Basically doing lots of different types of work tasks, and adjusting to a dynamic work environment where tomorrow could look different than yesterday.

My argument is that—if an AI system can do this to the level of a decent knowledge worker—it doesn’t matter if it’s actually 319 different AI models behind the scenes running some insane orchestration that make us THINK it’s generalized when it’s not. Outwardly, it’s doing enough generalization to replace a human, and that's the part that matters.

Why is that the key fact?

Because either way, that’s a role that a human being isn’t going to fill. The reason could be alien intelligence, smoke, mirrors, or duct tape. Either way, someone either lost—or failed to get—a good-paying job.

All this to say that we don’t actually need true, technical AGI to happen for AGI to have a monumental impact on society.

If we hit Functional AGI—through some ingenious orchestration of narrowly intelligent agents—the effect on humans will be the same.

And it’s that effect on humans that actually matters.