Pith Number

pith:HUIOS2FS

pith:2026:HUIOS2FSD232BZ635KJGOEXJGD

not attested not anchored not stored refs pending

Bound to Disagree: Generalization Bounds via Certifiable Surrogates

Mathieu Bazinet, Pascal Germain, Valentina Zantedeschi

arxiv:2602.23128 v2 · 2026-02-26 · 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{HUIOS2FSD232BZ635KJGOEXJGD}

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.

Receipt and verification

First computed	2026-07-09T00:19:13.153637Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3d10e968b21eb7a0e7dbea926712e930fb411973fe2684952e934da2a3ae66bf

Aliases

arxiv: 2602.23128 · arxiv_version: 2602.23128v2 · doi: 10.48550/arxiv.2602.23128 · pith_short_12: HUIOS2FSD232 · pith_short_16: HUIOS2FSD232BZ63 · pith_short_8: HUIOS2FS

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/HUIOS2FSD232BZ635KJGOEXJGD \
  | 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: 3d10e968b21eb7a0e7dbea926712e930fb411973fe2684952e934da2a3ae66bf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3771d6bf418c6e50cf64066cfc27455c66dd46e20f5e467850042dd6e8bcf6ce",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-02-26T15:42:13Z",
    "title_canon_sha256": "c7991ad9f4b2cb4f8d3b6989fb45741c53e5332ee5bf4d12569de4f99e7c2436"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.23128",
    "kind": "arxiv",
    "version": 2
  }
}