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The article discusses various pricing models for AI agents, such as per conversation, per resolution, and per action, questioning which is fairest, especially for customer support where defining resolutions presents challenges.
The article analyzes the 'hourly rate trap' where AI tools have caused a 60% drop in freelancers' hourly wages, and proposes solutions such as shifting to value-based pricing and integrating AI workflows. It also mentions Upwork's Spring 2026 update that fully embeds AI Agent into workflows.