Merit is a central pillar of liberal epistemology, humanism, and democracy. The scientific enterprise, built on merit, has proven effective in generating scientific and technological advances, reducing suffering, narrowing social gaps, and improving the quality of life globally. This perspective documents the ongoing attempts to undermine the core principles of liberal epistemology and to replace merit with non-scientific, politically motivated criteria. We explain the philosophical origins of this conflict, document the intrusion of ideology into our scientific institutions, discuss the perils of abandoning merit, and offer an alternative, human-centered approach to address existing social inequalities.
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Error homogenization in physics-informed neural networks for modeling in manufacturing
- Award ID(s):
- 2133630
- PAR ID:
- 10490027
- Publisher / Repository:
- Elsevier
- Date Published:
- Journal Name:
- Journal of Manufacturing Systems
- Volume:
- 71
- Issue:
- C
- ISSN:
- 0278-6125
- Page Range / eLocation ID:
- 298 to 308
- Format(s):
- Medium: X
- Sponsoring Org:
- National Science Foundation
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