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Some additions of Metagov-adjacent projects

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Nathan Schneider
2025-11-19 23:38:44 +00:00
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@@ -54,7 +54,7 @@ How are foundational models trained? What infrastructures and natural resources
What fine-tuning do models receive before deployment? What collective intervention is involved? What fine-tuning do models receive before deployment? What collective intervention is involved?
* Utilize collective intelligence processes such as [alignment assemblies](https://www.cip.org/alignmentassemblies) to set standards for AI behavior and define system prompts, resulting in [community models](https://blog.cip.org/p/community-models) * Utilize collective intelligence processes such as [alignment assemblies](https://www.cip.org/alignmentassemblies) to set standards for AI behavior and define system prompts, resulting in [community models](https://blog.cip.org/p/community-models) and [community-aligned benchmarks](https://www.aspendigital.org/project/ai-benchmarks/)
* Implement co-design practices that include alignment workers fully in the process of ethical oversight, rather than the [dehumanizing roles](https://www.bloomsbury.com/us/feeding-the-machine-9781639734979/) they are often expected to assume * Implement co-design practices that include alignment workers fully in the process of ethical oversight, rather than the [dehumanizing roles](https://www.bloomsbury.com/us/feeding-the-machine-9781639734979/) they are often expected to assume
* Design tuning processes around an [ethics of care](https://iep.utm.edu/care-ethics/), ensuring that all workers in the process experience respect and dignity in their work * Design tuning processes around an [ethics of care](https://iep.utm.edu/care-ethics/), ensuring that all workers in the process experience respect and dignity in their work
* Identify and promote [evaluation processes](https://weval.org) that improve safety and alignment over time * Identify and promote [evaluation processes](https://weval.org) that improve safety and alignment over time
@@ -76,7 +76,7 @@ How do AIs obtain contextual information? What kinds of actions are agents able
Where are AIs running while they are interacting with users? How do they treat user data? Where are AIs running while they are interacting with users? How do they treat user data?
* Deploy AI systems at data centers powered by renewable energy, such as [GreenPT](https://greenpt.ai/) and [Earth Friendly Computation](https://earthfriendlycomputation.com/), and that respect local ecosystems * Deploy AI systems at data centers powered by renewable energy, such as [GreenPT](https://greenpt.ai/) and [Earth Friendly Computation](https://earthfriendlycomputation.com/), and that respect local ecosystems
* Host AI services on cooperatively owned and governed servers, such as [Cosy AI](https://cosyai.net/), especially with ownership by local communities * Host AI services on cooperatively owned and governed servers, such as [Cosy AI](https://cosyai.net/), or through local institutions like [libraries](https://publicai.network/libraries)
* Run local models on personal or community computers with tools like [Ollama](https://ollama.com/) and [Jan](https://www.jan.ai/) * Run local models on personal or community computers with tools like [Ollama](https://ollama.com/) and [Jan](https://www.jan.ai/)
* Use decentralized or federated solutions for hosting like [Golem](https://www.golem.network/) or [Internet Computer](https://internetcomputer.org/) * Use decentralized or federated solutions for hosting like [Golem](https://www.golem.network/) or [Internet Computer](https://internetcomputer.org/)
@@ -125,7 +125,8 @@ How do different community-governed AI systems connect, share information, and m
* Establish more traceable, collectively governed data repositories that can be used across models and contexts, like [ImageNet](https://image-net.org/) and [Dataverse](https://dataverse.org/) * Establish more traceable, collectively governed data repositories that can be used across models and contexts, like [ImageNet](https://image-net.org/) and [Dataverse](https://dataverse.org/)
* Share audit logs across networks with standard tools like [Petri](https://www.anthropic.com/research/petri-open-source-auditing) * Share audit logs across networks with standard tools like [Petri](https://www.anthropic.com/research/petri-open-source-auditing)
* [Map](https://www.fractracker.org/2025/07/national-data-centers-tracker/) and [document](https://datasociety.net/points/digital-infrastructures-material-consequences/) the impacts of data centers on communities and ecology * [Map](https://www.fractracker.org/2025/07/national-data-centers-tracker/) and [document](https://datasociety.net/points/digital-infrastructures-material-consequences/) the impacts of data centers on communities and ecology
* Develop cross-border [standards](https://www.sandia.gov/app/uploads/sites/148/2025/04/Challenges-and-Opportunities-for-US-China-Collaboration-on-Artificial-Intelligence-Governance.pdf) and [collaborations](https://www.nature.com/articles/s41598-024-79863-5) among stakeholders that challenge the international arms-race mentality through co-governance * Develop cross-border [standards](https://www.sandia.gov/app/uploads/sites/148/2025/04/Challenges-and-Opportunities-for-US-China-Collaboration-on-Artificial-Intelligence-Governance.pdf), [collaborations](https://www.nature.com/articles/s41598-024-79863-5), and [joint ventures](https://www.airbusforai.org/) among stakeholders that challenge the international arms-race mentality through co-governance
* Work toward a world of [many models](https://manymodels.org/), enabling more widespread choice
## Feedback loops ## Feedback loops