kaal:claim:6244278-024
Institutional alignment through engineered consequence is architecturally superior to exogenous constraint, and the superiority derives from three structural features: scalability, robustness to gaming, and capability complementarity.
Source quote, verbatim
institutional alignment through engineered consequence is architecturally superior to exogenous constraint as an alignment strategy. The superiority derives from three structural features.
From
Wulf A. Kaal, AI's Mother's Instinct Engineered Consequence Emergent Ethics and the Institutional Trajectory Toward Agentic Alignment (2026), VI.F The Alignment Superiority Thesis, p. 16
https://ssrn.com/abstract=6244278 · source PDF
Cite as
Wulf A. Kaal, AI's Mother's Instinct Engineered Consequence Emergent Ethics and the Institutional Trajectory Toward Agentic Alignment (2026). SSRN: https://ssrn.com/abstract=6244278
Holds when
Classification
designsupport: arguedai-and-agentsinstitutional-designresearch-methods
Verify
The quote above is an exact substring of the source PDF, whose sha256 is 53533cdcc081184e7a376516ad4fece0a64ce49f6c8931b6a2c2e98ed914a84b. Extraction method: pdf-text-layer.
Attestation record: colloquium/attestations/02317ca66a76fda1...json
Verify the binding yourself: curl -s https://wulfkaal.github.io/claims/6244278-024.md | sha256sum