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September 11, 2026
How to Assess Students Knowledge in the Age of AI
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Risk and Values in Science: A Peircean View

Axiomathes. 2019. Vol. 29. No. 4. P. 329–346.
Chiffi D., Pietarinen A.

Scientific evidence and scientific values under risk and uncertainty are strictly connected from the point of view of Peirce’s pragmaticism. In addition, economy and statistics play a key role in both choosing and testing hypotheses. Hence we may show also the connection between the methodology of the economy of research and statistical frequentism, both originating from pragmaticism. The connection is drawn by the regulative principles of synechism, tychism and uberty. These principles are values that have both epistemic and non-epistemic dimension. They concern both the decisions to test a hypothesis as well as inductive risk. The validity of this result stems from the values cost–benefit analysis imposes on scientific inquiry. Values associated with the economy of research are important not only in the pre-test phases of generating hypotheses but also when hypotheses are effectively tested.

Language: English
DOI
Keywords: Pierce
Publication based on the results of:
­­ Semantics and Pragmatics of Agency (2019)
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