Re-aligning Value Alignment: A Metaethical Perspective on AI Ethics (Palgrave Handbook Ch 1)

Mehmet B. Unver · 2026 · Palgrave Handbook on the Ethics of AI, ch. 1, pp. 1-30 interlocutor medium priority coded

Main argument

Thesis: prevailing value-alignment work operates within 'bounded moral contexts' (pre-specified datasets, algorithms, rules) and an applied-ethics/market-regulatory register that never engages foundational questions about the nature and justification of morality; normative ethics guides but cannot resolve the conceptual challenges; METAETHICS - interrogating the nature of morality, the meaning of human values, and the conditions under which moral claims are justified - is the missing layer without which 'AI systems risk implementing ethical prescriptions superficially, reflecting human input without true understanding or capacity for nuanced moral reasoning.' The chapter re-aligns the alignment debate around this metaethical deficit.

Why it matters here

The handbook OPENS with the claim that value alignment needs metaethics - applied ethics and market-driven regulation leave 'bounded moral contexts' unexamined; without metaethical reflection, AI 'risk[s] implementing ethical prescriptions superficially'. A law-school author independently arguing the dissertation's framing premise: the alignment debate's missing layer is metaethical.

Reading notes

Targeted read (16pp; intro + structure + reference base incl. Siapka's feminist metaethics of AI, Schwartz values theory, EU AI Act). Full close read worthwhile later - this is the only other sustained 'metaethics of value alignment' treatment found besides the dissertation's own project and Kluge Corrêa.

Unver, M. B. (2026). Re-aligning Value Alignment: A Metaethical Perspective on AI Ethics. In S. S. Gouveia (Ed.), The Palgrave Handbook on the Ethics of AI (ch. 1). Palgrave.

Close reading — 2 coded units

#1 · pp. 1–2 · claim

“efforts to align AI with human ethics are often constrained by what can be characterised as 'bounded moral contexts' within AI design [...] the prevailing emphasis on applied ethics, particularly within market-driven regulatory frameworks, leaves a critical gap in achieving genuinely holistic and robust value alignment.”

TU-METAETH

#2 · pp. 2 · claim

“Metaethics, by contrast, interrogates the very nature of morality, the meaning of human values and the conditions under which moral claims can be justified. Without this foundational reflection, AI systems risk implementing ethical prescriptions superficially, reflecting human input without true understanding or capacity for nuanced moral reasoning.”

TU-METAETH

Synthesis-matrix row

Memos (1)

thesis-link · unit #2

Validation with an edge: the field's newest handbook OPENS by arguing the dissertation's framing premise (alignment needs metaethics). Use it to establish that the metaethical turn is now recognized - then differentiate: Unver diagnoses the deficit from a law/regulation vantage and gestures at metaethics generally; the dissertation supplies a SPECIFIC worked metaethic (Rossian pluralism + convergentism + expressivism) with empirical machinery. Also mine its reference base (Siapka's feminist metaethics of AI, AIES 2022) for the metaethics chapter's related-work.