Paper Digest

You can get automated summaries of new arXiv papers by loading your tracked research topics into the digest, which scans arXiv and Hugging Face Papers to generate concise, structured two-sentence summaries for each matching publication.

Yes, you can track multiple research topics in a single digest by loading your specific interests via memory or variable input, allowing the system to collect and deduplicate relevant papers across all defined areas.

The paper digest filters new research publications by applying scoring and filtering gates after multi-source collection and deduplication, ensuring only the most relevant recent outputs are compiled into the final markdown digest.

The best way to stay up-to-date without reading entire papers is to use an automated digest that produces actionable "what's new" and "so what" sentences, enabling quick decision making and fast consumption of key contributions.

Yes, the automated paper digest supports loading tracked topics directly from memory or variable input, allowing you to seamlessly configure your research interests before multi-source collection begins.