Source: Newcomer
The venture ecosystem is coalescing around "personal agents"—autonomous systems that act on behalf of users in financial and commercial transactions—as the defining use case for AI beyond chatbots. This marks a shift from assistive AI (answering questions) to agentic AI (executing transactions), with different economics: founders and investors see direct revenue capture through transaction facilitation rather than subscription models. The early consensus at Machine Earning suggests we're entering a validation phase where the plumbing (API integrations, trust mechanisms, liability frameworks) will determine winners, not just model capability.