Philosophical Dispositions as Behavioral Constraints for AI-Assisted Code Review: An Empirical Study
arXiv:2605.23108v1 Announce Type: cross Abstract: AI-assisted code review tools typically operate as generic "expert reviewer" agents, producing homogeneous findings regardless of the analysis type needed. We present a system that constrains AI reviewer behavior through philosophical dispositions -- coherent personality lenses grounded in specific epistemological traditions (Pyrrhonist Skepticism, Navya-Ny=aya logic, Diogenes' Cynicism, Confucian relational ethics) that direct attention to structurally different types of issues. Each disposition is defined apophatically (by what it refuses to
The paper suggests a maturation in AI research beyond generic solutions, addressing the need for nuanced, context-aware AI interactions, especially in complex cognitive tasks like code review.
This concept introduces a paradigm shift in how AI can be integrated into high-stakes intellectual labor, moving AI from mere automation to a more sophisticated, philosophically guided assistant that understands context and disposition.
AI-assisted tools can transition from producing homogeneous outputs to generating diverse, contextually relevant findings by adopting specific 'philosophical dispositions', enhancing their utility in complex domains.
- · Software Development Industry
- · AI/ML Research & Development
- · High-stakes intellectual labor sectors
- · Knowledge management platforms
- · Generic AI tool providers
- · Traditional code review platforms
- · Developers reliant on shallow AI assistance
AI models will be developed with explicit 'personality' or 'disposition' parameters for specific problem-solving contexts.
This philosophical layering could extend to other generative AI applications, enabling more bespoke and less 'hallucinatory' outputs tailored to user intent.
The application of 'philosophical dispositions' might lead to new ethical frameworks for AI, where responsible AI is not just about avoiding harm, but also about adopting appropriate intellectual stances.
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Read at arXiv cs.AI