# kaal:claim:4734750-032

**Claim.** Because AI progress depends on labeled data from micro task work, the significant limitations of existing micro task platform systems act as a direct constraint on the evolution of AI.

**Type.** failure  **Support.** argued

**Source quote.**

> But alas, microtasks platform systems are subject to significant limitations that inhibit the evolution of AI.

**From.** Wulf A. Kaal, *Code Review DAO* (2024), Shortcomings in Legacy Micro Task Market, page 24

**Cite as.** Wulf A. Kaal, Code Review DAO (2024). SSRN: https://ssrn.com/abstract=4734750

**Verify.** sha256 of source PDF `60eadf91c0913468505afc664c8d8d1e1673d6c5326d031ca7060addb8ab2eda` at https://raw.githubusercontent.com/wulfkaal/Academic-Papers/main/papers/pdf/Kaal%20-%202024%20-%20Code%20Review%20DAO.pdf

**Failure mode.** Micro task platform bottleneck on AI  (family: innovation-chilling)

**Topics.** ai-and-agents

**Keywords.** micro-task-platforms, ai-development, bottleneck, platform-limitations

**Related claims.**

- extends: https://wulfkaal.github.io/claims/3128900-004
- extends: https://wulfkaal.github.io/claims/3128900-002
- extends: https://wulfkaal.github.io/claims/3128900-003
- extended_by: https://wulfkaal.github.io/claims/4755632-041

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