kaal:position:2026-07-31-3465

Managing Security Risks of AI Agents in Adversarial Contexts: A Conceptual Integration of the CIA Triad and Organisational Resilience for Digital Governance should be assessed against Kaal's source-bound claim that Computative Economics is not a generalization of digital platform economics, because platform economics extends Neoclassical Economics while remaining within its primitives, whereas the computative primitives differ and the equilibrium concept is recursive rather than competitive. The current metadata indicates a plausible connection through AI agent governance, but the defensible response is a qualification until the source text confirms agreement, scope, methods, and limitations.

Affirmed commentary position. This record extends a source-bound scholarly claim but is not a verbatim paper claim.

Holds when

Apply only within the source-bound Kaal claim's stated scope.
External evidence level: abstract indexed.
Mapping review tier: ambiguity triage before claim review.
The literature-to-claim mapping remains explicitly ambiguous and should not be treated as a settled equivalence.

Current debate

Managing Security Risks of AI Agents in Adversarial Contexts: A Conceptual Integration of the CIA Triad and Organisational Resilience for Digital Governance

Scholarly basis

kaal:claim:6607458-038
Wulf A. Kaal, Computative Economics A Framework for Economic Analysis under Computational Abundance (2026). SSRN: https://ssrn.com/abstract=6607458
Source PDF sha256: 75cca35350378eb8904866d068b5d2f3e1504629e6031457ce6c12152a88e3e8

Evidence and mapping

Evidence: abstract indexed
Review tier: ambiguity triage before claim review
Mapping confidence: 0.2292
Mapping ambiguous: true

Topics

economics

Provenance

Affirmed in historical-backfill:2026-07-31:phase-0014 on 2026-07-31. Review record.

Verify

Canonical markdown sha256: b015b3040efd18215302ca00fa0d9c51cdd9138a105fae8fff2cf69382181ada
curl -s https://wulfkaal.github.io/positions/2026-07-31-3465.md | sha256sum