# kaal:claim:4755632-024

**Claim.** Centralization of the code review industry produces overpricing because clients will pay nearly any price to obtain the stamp of approval from one of the top five audit firms.

**Type.** mechanism  **Support.** asserted

**Holds when.**

- applies to the 2024 code review and audit market dominated by top firms

**Source quote.**

> As a result of the centralization of the industry, most code reviews are significantly overpriced. Clients pretty much pay any price to get the stamp of approval from one of the top 5 audit firms.

**From.** Wulf A. Kaal, *AI Learning - Decentralized Governance to Optimize Human Output Datasets for AI Learning* (2024), Current Players in the Field: Overpricing, page 37

**Cite as.** Wulf A. Kaal, AI Learning - Decentralized Governance to Optimize Human Output Datasets for AI Learning (2024). SSRN: https://ssrn.com/abstract=4755632

**Verify.** sha256 of source PDF `972ccebf0c06ac1767a9e443bb95942b7670e806a63c25ee817c368a64c8eca8` at https://raw.githubusercontent.com/wulfkaal/Academic-Papers/main/papers/pdf/Kaal%20-%202024%20-%20AI%20Learning%20-%20Decentralized%20Governance%20to%20Optimize%20Human%20Output%20Datasets%20for%20AI%20Learning.pdf

**Failure mode.** Audit Stamp Premium  (family: valuation-and-pricing-failure)

**Topics.** economics, compliance

**Keywords.** market-concentration, overpricing, code-audits, certification-premium

**Related claims.**

- restates: https://wulfkaal.github.io/claims/4734750-017
- restates: https://wulfkaal.github.io/claims/3995709-020
- extends: https://wulfkaal.github.io/claims/4734750-015
- extends: https://wulfkaal.github.io/claims/4734750-006

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