Sparse autoencoders recover interpretable circuits in protein language models
M. Alvarez, R. Sinha, K. Brandt
Two alerts sent it. You see it once.
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8 arrivals from 6 alerts · 3 merged · 5 papers in the feed
M. Alvarez, R. Sinha, K. Brandt
Two alerts sent it. You see it once.
L. Okonkwo, S. Fischer, D. Raman, et al.
3 more in the feed — a feed ranks, it never hides.
PubMed, Scholar Inbox and bioRxiv each delivered it — under two different DOIs, because a DOI identifies a version and not a work. sciharvest de-duplicates on the paper, so it is one row in the feed and enriched once.
PubMed — Saved search: “pangenome graph reference”
DOI match · 100%
Scholar Inbox — Daily recommendations
title → OpenAlex, then DOI · 98%
bioRxiv — genomics + bioinformatics
DOI in link · 100%
Nature Genetics10.1038/s41588-026-01884-2
Kept the Nature Genetics record — version of record, most complete metadata.
8 delivered − 3 merged = 5 in the feed
Every alert tool sends to a single personal inbox, so a group gets six overlapping streams: the same paper three times, nobody sure who has seen it, and a new student spending months rediscovering what the lab already knows.
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The same paper from three alerts becomes one entry. A single shared filter ranks it, so the whole group is reading the same field — not six approximations of it.
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