Pith. sign in
Pith Number

pith:CY7IEZC2

pith:2026:CY7IEZC2ZTEMLS3KJONM565DJS
not attested not anchored not stored refs pending

Toward Mechanistic Interpretability of an AI Foundation Model Fine-Tuned for Atmospheric Chemistry

Ivan Higuera-Mendieta, Jason Y. Hu, Makoto M. Kelp, Patrick Obin Sturm

arxiv:2607.20778 v1 · 2026-07-22 · cs.LG · physics.ao-ph

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{CY7IEZC2ZTEMLS3KJONM565DJS}

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Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
Portable graph bundle live · download bundle · merged state
The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.
Receipt and verification
First computed 2026-07-24T00:23:34.213384Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

163e82645accc8c5cb6a4b9acefba34cbe9349a3d3f031ae44d94ea0c52e83f2

Aliases

arxiv: 2607.20778 · arxiv_version: 2607.20778v1 · doi: 10.48550/arxiv.2607.20778 · pith_short_12: CY7IEZC2ZTEM · pith_short_16: CY7IEZC2ZTEMLS3K · pith_short_8: CY7IEZC2
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/CY7IEZC2ZTEMLS3KJONM565DJS \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 163e82645accc8c5cb6a4b9acefba34cbe9349a3d3f031ae44d94ea0c52e83f2
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "cf6b930b15368611a5b9698df7a3056289d068d99bd44ce1cc8694f825798601",
    "cross_cats_sorted": [
      "physics.ao-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-22T23:00:02Z",
    "title_canon_sha256": "63f2396bb5dc9e384b11792cebe55a2186af0e5185615cb6ce9c926fb86657f1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.20778",
    "kind": "arxiv",
    "version": 1
  }
}