Pith Number

pith:WHCDTFZ2

pith:2023:WHCDTFZ2FLTJQEWMCGT3KBDIFL

not attested not anchored not stored refs pending

SysNoise: Exploring and Benchmarking Training-Deployment System Inconsistency

Aishan Liu, Fengwei Yu, Jian Hu, Ruihao Gong, Tianzi Xiao, Xianglong Liu, Yanfei Wang, Yan Wang, Yongqiang Yao, Yuhang Li, Yunchen Zhang

arxiv:2307.00280 v1 · 2023-07-01 · cs.LG · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WHCDTFZ2FLTJQEWMCGT3KBDIFL}

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	2026-07-05T06:26:54.333004Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b1c439973a2ae69812cc11a7b504682af518c595d3685e2a40e233b1962f9876

Aliases

arxiv: 2307.00280 · arxiv_version: 2307.00280v1 · doi: 10.48550/arxiv.2307.00280 · pith_short_12: WHCDTFZ2FLTJ · pith_short_16: WHCDTFZ2FLTJQEWM · pith_short_8: WHCDTFZ2

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/WHCDTFZ2FLTJQEWMCGT3KBDIFL \
  | 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: b1c439973a2ae69812cc11a7b504682af518c595d3685e2a40e233b1962f9876

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aea9682242fb80bafa1c6e00a0e47796ef4dfe9bc746002d712c1db495dab304",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-01T09:22:54Z",
    "title_canon_sha256": "0c1fb010ff3f8fda56287890ae50829efdd03b002f36b6257b56a15e45b8f78e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.00280",
    "kind": "arxiv",
    "version": 1
  }
}