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Dimension: Bindingness

Navigate ambiguity

Ability to ensure that, given potential ambiguity of decisions, the authority takes actions as close to the intended ones as possible.

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Transnational
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How this is performed now...

Process organizers
Process organizers may advise the commissioning authority on how to understand applications to a decision, but most of the time the commissioning authority will simply make a judgement call.

Related Product Gaps

There are no related product gaps at the moment.

Related Goals and Research Questions

Goal: Ad-hoc assessment of whether responses to ambiguity are in alignment with intended outcomes of process outputs

To what extent can a structured repository of interpretive precedents — built from annotated implementation decisions linked back to the deliberative rationale that grounds them — function as a reliable 'case law' for navigating ambiguity in process outputs?

Public Policy & Law
Related Capability: Navigate ambiguity

How reliably can language models trained on deliberative transcripts, stated rationales, and value-elicitation outputs distinguish between implementation decisions that are consistent with versus divergent from the normative commitments embedded in process outputs?

AI/ML
Related Capability: Navigate ambiguity

Related Resources

ClarifyGPT

A concrete framework for detecting ambiguity and asking targeted clarifying questions (shown in code-gen), offering a transferable pattern for 'ask-before-act.'
Research
Mu et al.