Pith Number

pith:SB2DZT7N

pith:2025:SB2DZT7NCTY2WSGPRQNX2L2ISR

not attested not anchored not stored refs pending

Not All Explanations for Deep Learning Phenomena Are Equally Valuable

Alan Jeffares, Mihaela van der Schaar

arxiv:2506.23286 v1 · 2025-06-29 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SB2DZT7NCTY2WSGPRQNX2L2ISR}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Fast Generalization after Interpolation via Critically Damped Momentum Optimization

Receipt and verification

First computed	2026-07-05T11:29:19.246001Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

90743ccfed14f1ab48cf8c1b7d2f48944aeae2b4138661c666804f912016d7b6

Aliases

arxiv: 2506.23286 · arxiv_version: 2506.23286v1 · doi: 10.48550/arxiv.2506.23286 · pith_short_12: SB2DZT7NCTY2 · pith_short_16: SB2DZT7NCTY2WSGP · pith_short_8: SB2DZT7N

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/SB2DZT7NCTY2WSGPRQNX2L2ISR \
  | 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: 90743ccfed14f1ab48cf8c1b7d2f48944aeae2b4138661c666804f912016d7b6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "daaad109223037b9ad2a5fc71929f9eb4f3de7afe35ef3c169339017dd80f6f1",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-29T15:18:56Z",
    "title_canon_sha256": "1a9477d773d4174463790842396bbe910dc69c41b97e5566c64bd98e3abbc864"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.23286",
    "kind": "arxiv",
    "version": 1
  }
}