Covariance-based Sequence Pooling

/Users/antonborzov/Documents/Research.nosync/papers/dooms-goodfire-covariance-pooling-2026.md

External IDs

title_hash

939c9da239e1b7a0616d88513a5e35ccd77c6b22

legacy_slug

dooms-goodfire-covariance-pooling-2026

Frontmatter (10 fields)

{
  "url": "https://www.goodfire.ai/research/covariance-pooling",
  "tags": [
    "genomic-foundation-models",
    "sequence-pooling",
    "feature-engineering",
    "second-moment",
    "goodfire"
  ],
  "year": 2026,
  "saved": "2026-05-14",
  "title": "Covariance-based Sequence Pooling",
  "venue": "Goodfire research post",
  "status": "summary-only",
  "authors": [
    "Thomas Dooms",
    "Nicholas K. Wang",
    "Michael T. Pearce"
  ],
  "published": "2026-04-10",
  "affiliation": "Goodfire"
}

Outgoing (2)

Associated with (1)

Goodfire(institute)

Member of (1)

LLM Introspection(community)

Incoming (1)

Associated with (1)

Explaining 4.2 million genetic variants with state-of-the-art, interpretable predictions(paper)

Mentions (2)

papers
/Users/antonborzov/Documents/Research.nosync/papers/dooms-goodfire-covariance-pooling-2026.md
papers
dooms-goodfire-covariance-pooling-2026.md