Pith Number

pith:XD77C7XM

pith:2026:XD77C7XM6RHFFQAJD6X66OOUKC

not attested not anchored not stored refs pending

On the Epistemic Uncertainty of Overparametrized Neural Networks

David R\"ugamer

arxiv:2605.25234 v1 · 2026-05-24 · cs.LG · cs.AI · stat.CO · 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{XD77C7XM6RHFFQAJD6X66OOUKC}

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

Epistemic Uncertainty Is Not the Reducible Kind

Receipt and verification

First computed	2026-05-26T02:04:24.455669Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b8fff17eecf44e52c0091fafef39d4509ba19a6847e5d1623853d44a55726bfb

Aliases

arxiv: 2605.25234 · arxiv_version: 2605.25234v1 · doi: 10.48550/arxiv.2605.25234 · pith_short_12: XD77C7XM6RHF · pith_short_16: XD77C7XM6RHFFQAJ · pith_short_8: XD77C7XM

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/XD77C7XM6RHFFQAJD6X66OOUKC \
  | 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: b8fff17eecf44e52c0091fafef39d4509ba19a6847e5d1623853d44a55726bfb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a28ad0d03eb8893f521f55129a4eac54218b8e5fb55b6c447d9de2bb2358f532",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.CO",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-24T19:39:29Z",
    "title_canon_sha256": "767b7f04b678b71cde154c7ce574eed7bf0607623c164952afc62ff4c8a3c9b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.25234",
    "kind": "arxiv",
    "version": 1
  }
}