Truth Pipelines: Citations-first generation and reproducibility at scale

Design patterns for verification, grounding, and audit logs—turning generative systems into accountable publishing tools.

Authors

AcademiaX Press

Series

AcademiaX Press Field Guides

Edition

Living edition

Identifiers

Digital-first (ISBN only if print)

About this book

AcademiaX Press publishes digital-first books with the same provenance and reproducibility guarantees as our journals. When a print edition exists, we assign standard identifiers (ISBN) and metadata for external indexing.

Subjects

Computer science
Mathematics

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About this book

Subjects

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