entity · derived
Community governance
Derived node: assembled mechanically from the claims carrying community-governance. A roster, not an adjudicated definition.
Every claim under this term
- 3981021-002 : Decentralized autonomous organizations combine feedback loops and transparency features with community governance, and that combination addresses the shortcomings of charitable organizations in centra
- 3981021-016 : The public commenting function on the forum lets the CHARITYxDAO internalize information from the edges of the charity ecosystem that would otherwise have no agency in any charitable organization, and
- 3981021-019 : By giving the power of the endowment to the DAO the donor relinquishes control over the assets in exchange for community governance, and that relinquishment builds trust and community buy in, which in
- 4796714-034 : Routing proposals through the Forum and then through Validation Pool review is what allows the input parameters and learning data of AI systems to be governed by expert community consensus, because on
- 4796714-038 : Broad community governance of AI training identifies and mitigates bias more effectively than data validation alone, because validation focused approaches can overlook systemic biases already embedded
- 4796714-039 : Model 3, web3 community governance combined with decentralized data and the AI model, is the superior of the three governance models compared, because it addresses shortcomings the other two leave in
- 4796714-040 : The hybrid model falls short of full community co-governance because it relies on a select group of experts for data validation and therefore may not capture the diverse perspectives and expertise of
- 4855607-030 : The feedback effects that make community governance of federated learning work will not materialize unless expert community members are selected coherently, making coherent expert selection a precondi
- 4941807-003 : Kaal advocates an ex-ante governance approach within Web3 frameworks in which community coordinated regulatory measures and oversight mechanisms are set during the development phase of AI technologies
- 4941807-028 : Kaal's proposed answer to the decentralized governance needs of AI is to implement Decentralized Autonomous Organizations that govern AI through expert community consensus.