Independent philosophical research on the epistemic foundations, ethical architecture, and social implications of artificial intelligence.
Artur Ziganshin · Master of Philosophy · PhD of Philosophy
7
Research Papers
5
Essays Published
3
Research Areas
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Open Access
Three interconnected lines of inquiry into the philosophical foundations of AI.
How do AI systems generate persuasive but weakly grounded claims? I develop frameworks for auditing epistemic reliability, drawing on process reliabilism and virtue epistemology.
ExploreDesign principles for embedding normative constraints at the model, interface, and institutional levels — so ethics is structural, not decorative.
ExploreA framework grounded in Kantian ethics and capabilities theory for preserving agency, respect, and contestability in AI-mediated decisions.
ExploreThis paper develops a granular taxonomy of epistemic failure in large language models, distinguishing between confident error, synthetic coherence, and context-sensitive reliability collapse. I argue that benchmark performance cannot substitute for process-level justification and propose an audit architecture grounded in process reliabilism and virtue epistemology.
By analyzing how symbolic structures are compressed during representation learning, this preprint examines the gap between linguistic fluency and semantic grounding. I show why lexical competence in model outputs can mask referential fragility and propose criteria for distinguishing symbolic simulation from meaningful reference.
This paper argues that dignity-preserving design requires more than fairness metrics. Drawing on Kantian ethics and capabilities theory, I outline institutional and interface-level constraints that preserve contestability, recognition, and agency in automated welfare, labor, and healthcare decisions.
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I investigate the philosophical foundations of artificial intelligence — focusing on what AI systems know, how they fail, and what we owe to the people affected by their decisions.
My work sits at the intersection of epistemology, ethics, and philosophy of language. I publish on PhilArchive and write weekly analysis for a growing community of readers.
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