kaal:position:2026-07-31-7737

Model based approach to detect emergent behavior in multi-agent systems presents the following source proposition: In MAS, agents are usually designed with distribution of functionality and control. This proposition is pertinent to Kaal's source-bound claim that Because each AI interaction is episodic and each evaluation ephemeral, an agent that performs brilliantly across a thousand consecutive tasks has no mechanism by which that track record reshapes its subsequent behavior, unlike a human professional whose accumulated successes and failures shape judgment. 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: 0.3659.
• The source-to-claim mapping remains explicitly ambiguous and is published with that limitation.

Model based approach to detect emergent behavior in multi-agent systems

kaal:claim:6244278-006
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
Source PDF sha256: 53533cdcc081184e7a376516ad4fece0a64ce49f6c8931b6a2c2e98ed914a84b

Evidence: abstract indexed
Review tier: moderate-confidence claim review
Mapping confidence: 0.3659
Mapping ambiguous: true

ai-and-agentshistorical-responsescholarly-literaturecrossref

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

Canonical markdown sha256: 9ab185288e4718bcd593bf41799d2e7d440748872be926c969f9d4a7fc9bbc24
curl -s https://wulfkaal.github.io/positions/2026-07-31-7737.md | sha256sum