# kaal:position:2026-08-08-158

**Affirmed position.** Context Engineering: A Principal-Agent Theory of AI-Augmented Knowledge Work identifies costly, imperfectly observable, expertise-dependent context work as a mechanism creating moral hazard and screening problems inside firms. This extends Kaal's costly-monitoring account from ownership-control conflicts to human effort in AI-augmented knowledge work. The abstract does not establish that the same friction persists between artificial agents operating on fully attested substrates.

**Status.** affirmed  **Published.** 2026-08-08

**Holds when.**

- 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: substantively reviewed abstract-level extension.
- Primary mapping confidence: 0.62.
- The primary mapping cleared the automated ambiguity test; substantive scope remains review-bound.
- Evidence is limited to an exact proposition in a Crossref-indexed abstract; full text was not reviewed.
- No relationship is treated as external endorsement, citation, causation, or validation of a broader Kaal claim.
- The source identifies costly, imperfectly observable, expertise-dependent context work as a mechanism creating moral hazard and screening problems inside firms. This extends Kaal's costly-monitoring account from ownership-control conflicts to human effort in AI-augmented knowledge work; it does not contradict Kaal's separate, expressly artificial-agent substrate claim.

**Current debate.** Context Engineering: A Principal-Agent Theory of AI-Augmented Knowledge Work: https://doi.org/10.2139/ssrn.6506600

**Extends.** kaal:claim:3373393-003: https://wulfkaal.github.io/claims/3373393-003

**Scholarly basis.** Wulf A. Kaal, Blockchain Solutions for Agency Problems in Corporate Governance (2019). SSRN: https://ssrn.com/abstract=3373393

**Source PDF sha256.** `4d1424b9ba9aff8a61bc7a0dddd02cded93785e5843685dde76c07dcdb23961e`

**Evidence level.** abstract indexed

**Mapping review tier.** substantively reviewed abstract-level extension

**Mapping confidence.** 0.62  **Mapping ambiguous.** false

**Topics.** compliance, governance-design, corporate-governance, historical-response, scholarly-literature, crossref

**Provenance.** Affirmed in kaal-review:2026-08-08:continuous-crossref-0015-remainder-0002-oldest-0050-reviewed-v1 at https://kaal-signal-desk.wulf577462.chatgpt.site/#review.

**Record type.** This is a dated commentary position that extends a scholarly corpus claim. It is not a verbatim claim extracted from the paper.

**Canonical form.** This markdown file is the canonical hashed representation of the position.