kaal:position:2026-07-31-7794

Principals, Agents and the Economics of Accountability in the New Public Sector presents the following source proposition: Examines the recent changes made to the public sector in the UK in the context of relevant economic models, including the principal‐agent model, public goods theory and the median voter model. This proposition is pertinent to Kaal's source-bound claim that Temporal persistence of disequilibria vanishes because agents run millions of forward simulations per second and adjust positions instantaneously, so stochastic shocks are predicted, priced and neutralized before they propagate. The proposed response is an extension: the relationship should remain limited to the retrieved source proposition and the mapped Kaal claim unless fuller source review supports a broader conclusion.

• The response is limited to the retrieved source proposition and mapped Kaal claim unless fuller source review supports a broader conclusion.
• External evidence level: abstract indexed.
• Mapping review tier: moderate-confidence claim review.
• Primary mapping confidence: 0.3797.
• The source-to-claim mapping remains explicitly ambiguous and is published with that limitation.

Principals, Agents and the Economics of Accountability in the New Public Sector

kaal:claim:5886442-022
Wulf A. Kaal, The AI-to-AI Economy and the Collapse of Anthropocentric Economic Theory (2025). SSRN: https://ssrn.com/abstract=5886442
Source PDF sha256: d2f6edebc562152f6ea706cc3ad944f7a1b81979931571e54cb782849839dfce

Evidence: abstract indexed
Review tier: moderate-confidence claim review
Mapping confidence: 0.3797
Mapping ambiguous: true

economicshistorical-responsescholarly-literaturecrossref

Affirmed in kaal-review:2026-07-31:streaming-etl-0010 on 2026-07-31. Review record.

Canonical markdown sha256: 42dfec735f589dfa8599d956fbab9adbfab963329c3fe2cee35b0ef89c1986ba
curl -s https://wulfkaal.github.io/positions/2026-07-31-7794.md | sha256sum