In December 2017, the UK House of Lords Select Committee on Artificial Intelligence convened a series of expert witnesses to inform what would become the committee's 2018 report AI in the UK: Ready, Willing and Able?. Among the witnesses was David Edgerton, who delivered the most caustic and historically grounded critique the committee received. He characterized the rhetoric of the fourth industrial revolution as "reheated rhetoric from years ago," read aloud from Harold Wilson's 1963 speech about the "white heat of the technological revolution" to demonstrate that the language could be transposed unchanged to the present, and concluded that hyping artificial intelligence was "ahistorical, crude nonsense." The committee published its report. The framework Edgerton challenged remained intact. The asymmetry between his historical analysis and the policy outcome became, in retrospect, a case study in the dynamic he had spent his career documenting.
The testimony is one of the clearest applications of Edgerton's use-centered framework to a contemporary AI policy question. The committee was operating within the standard innovation narrative — AI as a fourth industrial revolution requiring institutional preparation — and Edgerton's intervention attempted to reframe the question entirely. His core argument was that the rhetoric of technological transformation has been structurally identical for over a century, applied successively to different machines, and consistently overstated the speed and totality of the changes those machines actually produced.
The committee's published report, while it incorporated some skeptical perspectives, ultimately operated within the framework Edgerton had criticized. The report's recommendations focused on AI strategy, AI ethics, AI investment — the standard innovation-policy categories. The use-centered alternative, which would have asked about deployment patterns, infrastructure requirements, maintenance capacity, and the integration of AI into existing institutional ecologies, was not the framework the report adopted.
The testimony has become, in the small community of AI critics who take historical analysis seriously, a foundational reference. Anthony Giddens, who served on the same committee and would later propose a Magna Carta for the Digital Age, operated within a sociological framework that overlapped with Edgerton's at multiple points. The committee's failure to integrate either Edgerton's historical or Giddens's sociological framework into its institutional recommendations exemplifies the broader pattern of how innovation narratives outcompete empirical analysis in policy contexts.
The testimony's most-quoted passage — that the promoters of technology have for over a century made the same argument that "we absolutely need this one, two or three new machines and they will transform our world" — has been cited extensively in subsequent academic critiques of AI hype, but it has had almost no effect on the popular AI discourse it was meant to challenge. This is not a failure of the argument; it is a demonstration of the argument's central claim about how dramatic narratives outcompete empirical ones for institutional and public attention.
The testimony was given as part of the formal evidence-gathering process for the UK House of Lords Select Committee on Artificial Intelligence, which operated from 2017 to 2018. Edgerton was invited to provide expert witness testimony based on his standing as one of the UK's leading historians of technology and his published work challenging innovation-centered framings of technological change.
Reheated rhetoric. The language of the fourth industrial revolution is structurally identical to language used about previous waves of technology over the past century.
Wilson's 1963 speech. Harold Wilson's "white heat of the technological revolution" speech, delivered fifty-four years earlier, can be transposed unchanged to the AI moment.
Ahistorical, crude nonsense. The phrase that crystallized Edgerton's intervention and that has become a touchstone for historically grounded AI criticism.
Asymmetry of outcome. The committee's published report operated within the framework Edgerton had criticized, exemplifying how innovation narratives outcompete empirical ones in policy contexts.