Pith Number

pith:BX6GGWLU

pith:2026:BX6GGWLUFGP4ICFT5ECHNOH7GZ

not attested not anchored not stored refs pending

From Failure Taxonomy to Intervention: A Diagnostic Methodology for Industry-Scale AVLM in Video and Live-Streaming Platform Moderation

Jiaxi Liu, Jinqiang Yu, Shuchang Ye, Xiaolei Xu, Yajing Kong, Yang Ma, Yist Y. Lin, Zheng Yu, Zhujun Xiao

arxiv:2606.30059 v1 · 2026-06-29 · 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{BX6GGWLUFGP4ICFT5ECHNOH7GZ}

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	2026-06-30T02:17:47.841818Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0dfc635974299fc408b3e90476b8ff367c30c39049d7917814d7c66fbf9dd186

Aliases

arxiv: 2606.30059 · arxiv_version: 2606.30059v1 · doi: 10.48550/arxiv.2606.30059 · pith_short_12: BX6GGWLUFGP4 · pith_short_16: BX6GGWLUFGP4ICFT · pith_short_8: BX6GGWLU

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/BX6GGWLUFGP4ICFT5ECHNOH7GZ \
  | 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: 0dfc635974299fc408b3e90476b8ff367c30c39049d7917814d7c66fbf9dd186

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "129b1c9ac277a756d2aaeb4c30329e813511c485e5e34299c88fab348bbae3c2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-29T09:52:50Z",
    "title_canon_sha256": "5a1598654317bcce82d1922612ec982ba8f7a17a5f9c75208a7e898b890b08ee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.30059",
    "kind": "arxiv",
    "version": 1
  }
}