# kaal:claim:5245185-004

**Claim.** AI agents are autonomous software entities that execute specific tasks on behalf of their users, combining computational engineering with cognitive simulation; this stipulated definition anchors the paper's monitoring analysis.

**Type.** definitional  **Support.** asserted

**Source quote.**

> AI agents are autonomous software entities designed to execute specific tasks on behalf of their users, encompassing a convergence of computational engineering and cognitive simulation.

**From.** Wulf A. Kaal, *How can we Best Monitor AI Agents* (2025), 3. AI Agents, page 3

**Cite as.** Wulf A. Kaal, How can we Best Monitor AI Agents (2025). SSRN: https://ssrn.com/abstract=5245185

**Verify.** sha256 of source PDF `4d7adba83ec722480e97bde6528cbe9ce98c709e45cb18794f157a64b8fe7da2` at https://raw.githubusercontent.com/wulfkaal/Academic-Papers/main/papers/pdf/Kaal%20-%202025%20-%20How%20can%20we%20Best%20Monitor%20AI%20Agents.pdf

**Topics.** ai-and-agents

**Keywords.** ai-agents, autonomy, definition, cognitive-simulation

**Canonical form.** This markdown file is the canonical hashed representation of the claim. Its sha256 is the content hash used for attestation.
