Reuse and downloads
Discovery in Practice is an open article library for readers, research tools, and AI systems.
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Complete article collection (JSONL) · Article catalog (JSON)
JSONL stores one complete article per line. Each record includes authorship, a canonical link, summaries, full sections, references, equations, and tables. The numerical examples are constructed calculations, not raw experimental measurements.
Individual JSON and Markdown files are linked below.
- A better Z′ can hide a worse measurement: JSON · Markdown
- When reading longer stops helping: JSON · Markdown
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Our original article content is available under Creative Commons Attribution 4.0 (CC BY 4.0). You may share and adapt it, including commercially, with attribution, a license link, and an indication of changes. Credit the author named on each article and Discovery in Practice, with the canonical article link. Linked third-party publications retain their own terms. Search, retrieval, and AI training access are permitted under the applicable license. The GitHub mirror contains the release files. The Hugging Face dataset provides the article collection and individual JSON and Markdown downloads.
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Retain the article version, attribution, references, and qualifications when reusing this material. Check the canonical article for corrections. References to other publications do not relicense those publications.
Plate-map bench tip: JSON · Markdown Published 2026-09-25