Executive summary: The Gaia Network is proposed as a decentralized system for connecting causal models to improve scientific efficiency, decision-making, and AI safety via collective intelligence.
Key points:
The Gaia Network allows causal models to share information on parameters through posterior distribution updates. This facilitates real-time meta-analysis.
By tracking information flow between models, the network credits contributions and measures epistemic impact. This enables quantified assessment for funding and prizes.
Decision engines can query models in the network to simulate outcomes, factoring in uncertainties and dependencies. This aids organizations in strategy and operations.
For AI safety, the network serves as a distributed world model and gatekeeper to evaluate actions, incorporating preferences and constraints.
Rather than a standalone project, the network emerges from incremental economic incentives for better science and decisions. Contributions are possible with today’s technology.
This comment was auto-generated by the EA Forum Team. Feel free to point out issues with this summary by replying to the comment, andcontact us if you have feedback.
Executive summary: The Gaia Network is proposed as a decentralized system for connecting causal models to improve scientific efficiency, decision-making, and AI safety via collective intelligence.
Key points:
The Gaia Network allows causal models to share information on parameters through posterior distribution updates. This facilitates real-time meta-analysis.
By tracking information flow between models, the network credits contributions and measures epistemic impact. This enables quantified assessment for funding and prizes.
Decision engines can query models in the network to simulate outcomes, factoring in uncertainties and dependencies. This aids organizations in strategy and operations.
For AI safety, the network serves as a distributed world model and gatekeeper to evaluate actions, incorporating preferences and constraints.
Rather than a standalone project, the network emerges from incremental economic incentives for better science and decisions. Contributions are possible with today’s technology.
This comment was auto-generated by the EA Forum Team. Feel free to point out issues with this summary by replying to the comment, and contact us if you have feedback.