See:

https://arxiv.org/ftp/arxiv/papers/2201/2201.03776.pdf

Risk and Scientific Reputation: Lessons from Cold Fusion

Huw Price, University of Bonn and Trinity College, Cambridge

Abstract: Many scientists have expressed concerns about potential
catastrophic risks associated with new technologies. But expressing concern
is one thing, identifying serious candidates another. Such risks are likely
to be novel, rare, and difficult to study; data will be scarce, making
speculation necessary. Scientists who raise such concerns may face
disapproval not only as doomsayers, but also for their unconventional
views. Yet the costs of false negatives in these cases – of wrongly
dismissing warnings about catastrophic risks – are by definition very high.
For these reasons, aspects of the methodology and culture of science, such
as its attitude to epistemic risk and to unconventional views, are relevant
to the challenges of managing extreme technological risks. In this piece I
discuss these issues with reference to a real-world example that shares
many of the same features, that of so-called ‘cold fusion’.

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