Essays

Long-form thinking for systems that matter.

Long-form thinking on AI alignment, the ethics of autonomous systems, and how normative rigor translates into shipped product decisions.

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Published Axiom Ethics essays

By Axiom Ethics1 min read

Published work

Newest first.

Essays on AI alignment, normative ethics, and the practice of responsible autonomy — written for people who have to make these ideas hold up in the real world.

Essay
10 min read
From Principles to Probes: How a Moral Alignment Audit Actually Works

Four operational probes a Moral Alignment Audit runs on a deployed system — normative coherence, scope drift, justification collapse, harm asymmetry — and how scoring maps to severity tiers.

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Essay
11 min read
Beyond Safety Checklists: Why Normative Ethics Is the Only Viable Foundation for AI Alignment

A safety-first framing of AI alignment gives auditors a checklist and deployers a feeling. It is not a foundation. To build autonomous systems whose judgments survive contact with real people, we have to ground them in normative ethics — explicitly, defensibly, and operationally.

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