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New paper defines 'neutral substrate' for shared records

A new paper introduces the concept of a "neutral substrate" as a design constraint for shared accountability records. This substrate aims to provide a stable reference point without making object-level commitments to causal or normative propositions, which are often subject to persistent interpretive disagreement. The paper proposes that neutrality is guaranteed when the foundational layer is restricted to referential commitments and attribution propositions whose basis is fixed, allowing causal and normative content to be represented only as attributed assertions with provenance. AI

IMPACT Provides a theoretical framework for managing disagreements in AI-driven accountability systems.

RANK_REASON The cluster contains a new academic paper on a theoretical concept. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.AI →

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New paper defines 'neutral substrate' for shared records

COVERAGE [1]

  1. arXiv cs.AI TIER_1 English(EN) · Denise M. Case ·

    Neutral Substrates: A Design Constraint for Shared Records Under Persistent Interpretive Disagreement

    arXiv:2601.14271v2 Announce Type: replace Abstract: Shared accountability records are often used by parties who may never agree about causation, responsibility, or normative interpretation. For such records, neutrality cannot be achieved by omitting contested information, because…