# kaal:claim:3128900-004

**Claim.** Micro task platform systems carry significant limitations that hold back the evolution of AI itself, so platform design is a bottleneck on AI progress rather than a peripheral concern.

**Type.** failure  **Support.** evidenced

**Holds when.**

- existing micro task platform systems

**Source quote.**

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

**From.** Wulf A. Kaal, *Decentralized Mechanical Turk Through Verified Reputation* (2018), 1 Problems in Centralized Mechanical Turk, page 6

**Cite as.** Wulf A. Kaal, Decentralized Mechanical Turk Through Verified Reputation (2018). SSRN: https://ssrn.com/abstract=3128900

**Verify.** sha256 of source PDF `381d72e85d976e2af852e8ec3bba87bc6a05ccb3349a2c3dd6f9e64de96ab4b0` at https://raw.githubusercontent.com/wulfkaal/Academic-Papers/main/papers/pdf/Kaal%20-%202018%20-%20Decentralized%20Mechanical%20Turk%20Through%20Verified%20Reputation.pdf

**Failure mode.** Platform limits as AI bottleneck  (family: innovation-chilling)

**Topics.** ai-and-agents

**Keywords.** platform-limitations, artificial-intelligence, micro-tasks, bottleneck

**Related claims.**

- extended_by: https://wulfkaal.github.io/claims/4734750-032

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