We're crossing an important threshold： AI agents are no longer just tools， they're becoming economic actors. They execute work end-to-end and only involve humans when something breaks.

That flips the marketplace model. Humans shift from default workers to an on-demand fallback layer. This move from P2P to A2P isn't obvious yet， but it fundamentally changes how labor gets allocated. @humworkai is one of the first systems where this actually works.