# kaal:claim:5245185-036

**Claim.** Validation Pools are stipulated as mechanisms in which members stake non transferable reputation tokens to vote on the approval or disapproval of transactions, proposals, or activities, and this staking mechanism carries the paper's decentralized quality control function.

**Type.** definitional  **Support.** asserted

**Holds when.**

- web3 governance with non transferable reputation tokens

**Source quote.**

> Validation Pools are mechanisms in which members stake their reputation tokens to vote on the approval or disapproval of transactions, proposals, or activities.

**From.** Wulf A. Kaal, *How can we Best Monitor AI Agents* (2025), 7.5. Validation Pools and Reputation Tokens, page 15

**Cite as.** Wulf A. Kaal, How can we Best Monitor AI Agents (2025). SSRN: https://ssrn.com/abstract=5245185

**Verify.** sha256 of source PDF `4d7adba83ec722480e97bde6528cbe9ce98c709e45cb18794f157a64b8fe7da2` at https://raw.githubusercontent.com/wulfkaal/Academic-Papers/main/papers/pdf/Kaal%20-%202025%20-%20How%20can%20we%20Best%20Monitor%20AI%20Agents.pdf

**Topics.** reputation, tokenomics

**Keywords.** validation-pools, reputation-tokens, staking, quality-control

**Related claims.**

- restates: https://wulfkaal.github.io/claims/4855607-021

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