Pith Number

pith:SDCWQGR3

pith:2025:SDCWQGR3PPYX37BEJWJGY4SMA7

not attested not anchored not stored refs pending

Harmonic Loss Trains Interpretable AI Models

David D. Baek, Max Tegmark, Riya Tyagi, Ziming Liu

arxiv:2502.01628 v2 · 2025-02-03 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SDCWQGR3PPYX37BEJWJGY4SMA7}

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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.

Cited by

1 paper in Pith

I-Con: A Unifying Framework for Representation Learning

Receipt and verification

First computed	2026-07-05T11:34:47.005157Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

90c5681a3b7bf17dfc244d926c724c07ee235f85bfbadd4f55663bd12c709a0f

Aliases

arxiv: 2502.01628 · arxiv_version: 2502.01628v2 · doi: 10.48550/arxiv.2502.01628 · pith_short_12: SDCWQGR3PPYX · pith_short_16: SDCWQGR3PPYX37BE · pith_short_8: SDCWQGR3

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/SDCWQGR3PPYX37BEJWJGY4SMA7 \
  | 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: 90c5681a3b7bf17dfc244d926c724c07ee235f85bfbadd4f55663bd12c709a0f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b9db3442fa88994c15e66f1046e94f1593eff79d1087c4d93895dfe59be55c58",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-03T18:57:17Z",
    "title_canon_sha256": "1c1542dc07d653c93af39e9d027df6b7105861e5e9e77e7db425a15bde7374cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.01628",
    "kind": "arxiv",
    "version": 2
  }
}