TU-MWRE Reflective equilibrium machinery

Source uses (wide) reflective equilibrium - mutual adjustment of considered judgments, principles, and background theories - as descriptive or normative machinery for AI alignment; the dissertation's own methodological bridge method emergent

Node view — 5 coded passages across the corpus

Wide reflective equilibrium in LLM alignment: bridging moral epistemology and AI safety · Matthew Brophy · 2026

“MWRE comprises three evolving elements that interact dynamically: Initial Moral Judgments (IMJs) and Considered Moral Judgments (CMJs) [...] IMJs gain further credibility after they have undergone an initial 'filtration process,' thereafter becoming CMJs. This process aims to exclude error-prone judgments – those arising from haste, duress, self-interest, coercion, or cognitive errors. [...] A Set of Moral Principles (MPs) [...] A Set of Relevant Background Theories (BTs): This is the defining feature of wide reflective equilibrium.”
why coded: The full MWRE triad defined - CMJs/MPs/BTs with filtration · unit #1, pp. 3

“Daniels stresses an 'independence constraint' for BTs, meaning they should be supported by evidence largely independent of the moral judgments and principles they assess.”
why coded: Daniels' independence constraint - the anti-circularity device · unit #2, pp. 4

“MWRE is not linear but an iterative 'back and forth' mutual adjustment for coherence between CMJs, MPs, and BTs. [...] If an MP conflicts with a firm CMJ, the MP might be revised. Conversely, a CMJ inconsistent with a well-supported principle [...] might be revised. Adjustments can occur at any level [...] No single component has absolute priority.”
why coded: Bidirectional revision, no absolute priority - the core anti-foundationalist move · unit #3, pp. 4

“MWRE provides a surprisingly robust descriptive framework for LLM alignment, particularly methods like CAI employing RLAIF. This mapping is not superficial: elements perform similar functional roles in error correction and coherence seeking. [...] This serendipitous fit suggests advanced alignment techniques are implicitly converging on an MWRE-like structure.”
why coded: CAI/RLHF pipelines implicitly converge on MWRE structure - the descriptive thesis · unit #7, pp. 7

Normative Ethics, Artificial Intelligence, and Value Alignment (Dynamic Normativity) · Nicholas Kluge Corrêa · 2026

“this aggregation requirement is not rooted in any quintessential metaethical blueprint but in a comprehensive and desirable set of criteria for aggregating preferences. [...] these criteria can be inspired by an epistemic Coherentist view (Sayre-McCord 1996), i.e., the idea that epistemically justifiable methods should be part of any process related to dealing with uncertainty (moral or empirical) and forming knowledge.”
why coded: Epistemic coherentism as the metaethical base - method-level, not substantive · unit #12, pp. 87