interpretation

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#interpretation

Human-AI Co-Interpretation for Responsible AI: A Hermeneutic Perspective

arXiv cs.AI · 2026-09-02 Cached

This paper applies hermeneutic philosophy to large language models to address interpretive risks like 'interpretive misplacement' and derives design principles for responsible human-AI co-interpretation in contexts such as law, education, and public discourse.

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#interpretation

Interpreting Brain Responses to Language with Sparse Features from Language Models

arXiv cs.CL · 2026-06-08 Cached

This paper introduces Augmented Sparse Encoding Models to interpret brain responses to language using sparse features from language models, validated on high-field 7T fMRI data. It recovers known neural tuning properties and discovers a new voxel population tuned to people-related content.

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#interpretation

IdiomX A Multilingual Benchmark for Idiom Understanding, Retrieval, and Interpretation

arXiv cs.CL · 2026-06-03 Cached

IdiomX is a large-scale multilingual benchmark for idiom understanding, retrieval, and interpretation, containing over 190K examples across English, Arabic, and French, with four tasks for evaluating language models on idiomatic expressions.

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#interpretation

AI agents finally solve what smart contracts never could — dispute resolution and grey-area clauses

Reddit r/AI_Agents · 2026-05-21

AI agents can now interpret ambiguous clauses in smart contracts, making dispute resolution viable for micro-transactions and expanding smart contracts beyond rigid if/then logic.

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