kaal:claim:4855607-021

Validation pools evaluate contributions democratically on the basis of staked tokens, and the outcome of that evaluation governs the minting of new reputation tokens, so community consensus on AI decisions is what determines standing in the system.

Validation Pools allow for the democratic evaluation of contributions based on staked tokens, with outcomes influencing the minting of new REP tokens that reflect community consensus on AI-related decisions.

Wulf A. Kaal, How AI Models are Optimized Through Web3 Governance (2024), Proposed System: Foundations, p. 33
https://ssrn.com/abstract=4855607 · source PDF

Wulf A. Kaal, How AI Models are Optimized Through Web3 Governance (2024). SSRN: https://ssrn.com/abstract=4855607

• the proposed web3 community governance architecture

definitionalsupport: assertedreputationtokenomicsconsensus-and-securitygovernance-design

• generalizes kaal:claim:4957318-031 Validation pools are the consensus mechanism of the proposed system: author stakes are pooled to evaluate spec...
• generalizes kaal:claim:4941807-030 Validation Pools are the consensus mechanism of the proposed system: an author's stakes are pooled to evaluate...
• restated_by kaal:claim:5245185-036 Validation Pools are stipulated as mechanisms in which members stake non transferable reputation tokens to vot...

The quote above is an exact substring of the source PDF, whose sha256 is eb0b3e62374b45a8fa888c6bde9725e606bcb46cf4b5e74a6e851d9f25099113. Extraction method: pdf-text-layer.
Attestation record: colloquium/attestations/fd0136add327fe66...json
Verify the binding yourself: curl -s https://wulfkaal.github.io/claims/4855607-021.md | sha256sum