# kaal:claim:3808867-001

**Claim.** Decentralized systems create a self reinforcing feedback loop between unique individual inputs and personal freedom: as the quality of unique individual inputs improves the system, the system places higher value on the uniqueness of human inputs, and personal liberties expand as a result.

**Type.** mechanism  **Support.** argued

**Holds when.**

- decentralized computing systems that aggregate individual inputs

**Source quote.**

> As the system improves with the quality of unique individual inputs, the system increasingly values the uniqueness of human inputs, and as a result, personal liberties and freedom increase.

**From.** Wulf A. Kaal, *How Decentralized Systems Can Upgrade AI* (2021), I. Technology-Enhanced Individualism, page 3

**Cite as.** Wulf A. Kaal, How Decentralized Systems Can Upgrade AI (2021). SSRN: https://ssrn.com/abstract=3808867

**Verify.** sha256 of source PDF `eeccf6d0587bd278a96ce6ac8ec5003e26d161c245f6c94b4144d84f374802eb` at https://raw.githubusercontent.com/wulfkaal/Academic-Papers/main/papers/pdf/Kaal%20-%202021%20-%20How%20Decentralized%20Systems%20Can%20Upgrade%20AI.pdf

**Topics.** decentralization

**Keywords.** decentralization, individualism, feedback-mechanism, personal-freedom

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