Sector
Discovery, selection and payment have been human-bounded interactions. As agents initiate transactions, the economics of interface position, discovery and checkout are exposed.
Economic activity that depended on human attention, discovery, navigation or interface use can be mediated by autonomous systems acting on the user's behalf.
Register-wide status Multiple observations consistent with proposition
Agentic commerce remains a set of pilots requiring substantially the same human interaction as conventional transactions.
Post-publication UK consumer survey showing a strong distinction between AI assistance and delegated purchasing authority.
Prediction testedTests whether autonomous systems displace human interaction at transaction and decision stages.
AssessmentBoundary condition Strong
Why it mattersThe fieldwork occurred after publication and directly measures willingness to delegate purchase authority.
The firms announced Europe’s first live end-to-end agentic payment transaction in production, with an AI agent initiating an authenticated payment using existing payment infrastructure.
Prediction testedAgents can mediate economic interaction and execute transactions without requiring the user to navigate each conventional interface step.
AssessmentSupportive Directly observable
Why it mattersThe HBI mechanism is observable in production as well as in product concepts.
Visa's Trust Index found that only 23% of US consumers trusted generative AI to handle payment transactions on their behalf. Trust rose to 61% when Visa was named as the party securing the transaction. The survey was fielded from 26 to 28 May 2026, after publication of Autonomy Economics.
Prediction testedTests whether autonomous systems displace human interaction at economically consequential transaction points, as well as during search and recommendation.
AssessmentBoundary condition Moderate
Why it mattersThe evidence is useful because it measures consumer willingness after the framework was published and focuses on the payment decision itself. It narrows any reading of HBI that assumes rapid removal of human approval throughout the commerce journey.