kaal:claim:6244278-001
Contemporary AI's incapacity for authentic judgment under irreducible uncertainty is an institutional deficit rather than a computational one: an agent that bears no consequence for its errors cannot develop genuine discernment, no matter how capable it becomes.
Source quote, verbatim
This Article argues the limitation is institutional, not computational: agents bearing no consequence for error cannot develop genuine discernment.
From
Wulf A. Kaal, AI's Mother's Instinct Engineered Consequence Emergent Ethics and the Institutional Trajectory Toward Agentic Alignment (2026), Abstract, p. 2
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
failuresupport: arguedfailure: consequence-free agencyfamily: human-judgment-displacementai-and-agentsinstitutional-design
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/c6c8123c42044e97...json
Verify the binding yourself: curl -s https://wulfkaal.github.io/claims/6244278-001.md | sha256sum