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Leverage AI
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Recommendations
Build
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Research
Measure
Leverage AI
Practice
Explore
Contribute
About
Updates
← Explore Goals
Goal
Deliberative processes that can be tested and refined before implementation with real participants.
Urgent
Related Product Gaps
Process Design Simulation Sandbox
Urgent
Simulation environment that tests deliberative process designs by running multiple simulated processes, and predicting outcome distributions to show how design choices impact results.
Related Research Questions
How can we develop realistic simulation environments that accurately predict how different deliberative formats will perform according to different design choices?
Can AI generate its own suggested changes and test them to search the latent space for optimal solutions?
How can lessons from speculative execution and speculative decoding help increase the availability of deliberative processes through reduced costs?
How can we solve the technical blockers to effective and truth-worthy multi-agent simulation and modelling?
What are the best methods to measure the accuracy of simulations?
What hybrid approaches can combine fast simulation with selective human input to optimize both speed and accuracy for urgent decisions?
Related Capability
Simulate processes
Urgent
Ability to simulate the interactions and decisions of actors (e.g., participants, stakeholders, facilitators, experts), subprocesses, or entire processes (e.g., for rapid process iteration and learning).
Maturity
Opportunity
Importance
Neglectedness
Dimension: Learning Speed
