Scientific Realism vs. Anti-Realism: Toward a Common Ground

December 14, 2024 Β· Declared Dead Β· πŸ› arXiv.org

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Authors Hanti Lin arXiv ID 2412.10643 Category stat.OT Cross-listed cs.LG, stat.ME Citations 0 Venue arXiv.org Last Checked 3 months ago
Abstract
The debate between scientific realism and anti-realism remains at a stalemate, making reconciliation seem hopeless. Yet, important work remains: exploring a common ground, even if only to uncover deeper points of disagreement and, ideally, to benefit both sides of the debate. I propose such a common ground. Specifically, many anti-realists, such as instrumentalists, have yet to seriously engage with Sober's call to justify their preferred version of Ockham's razor through a positive account. Meanwhile, realists face a similar challenge: providing a non-circular explanation of how their version of Ockham's razor connects to truth. The common ground I propose addresses these challenges for both sides; the key is to leverage the idea that everyone values some truths and to draw on insights from scientific fields that study scientific inference -- namely, statistics and machine learning. This common ground also isolates a distinctively epistemic root of the irreconcilability in the realism debate.
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