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Topic
AI-Augmented Governance
AI-assisted methods for grant evaluation, discourse mapping, and operational governance workflows that surface structure at scale.
Vocabulary across this topic
Discourse MappingENS GovernanceENS SPP2Failure ModesFrontier ModelsGrant EvaluationMetagovTalk to the CityThemes and TensionsWeighted Rubric
Work and writing
Date
Title
Kind
Description
Topics
Mar 2026
Continuous Governance Surface
Work
An adaptation of the Talk to the City AI pipeline for ENS governance discourse, mapping structural tensions across eleven months of forum data. Algorithmic findings cross-validated against independent qualitative analysis from the Metagov Phase 1 study.
Talk to the CityENS GovernanceDiscourse MappingMetagovThemes and Tensions
Mar 2025
AI Grant Screening
Work
An experiment in AI-assisted grant evaluation: ten ENS SPP2 applications scored by frontier models against a weighted rubric, surfacing nine recurring failure modes across the cohort. Methodology and per-application reports are published on the ENS governance forum.
Grant EvaluationENS SPP2Frontier ModelsFailure ModesWeighted Rubric