Pith Number

pith:Y25MOPT6

pith:2026:Y25MOPT6LN76BYCGMW6DJ4S3FE

not attested not anchored not stored refs pending

Hollow-LLM Attack: Computationally Trivial Weights in Zero-Knowledge Verification of LLM Inference

Beijie Liu, Chen Gong, Mengyuan Li

arxiv:2607.28884 v1 · 2026-07-30 · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Y25MOPT6LN76BYCGMW6DJ4S3FE}

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	2026-08-03T01:17:16.221773Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c6bac73e7e5b7fe0e04665bc34f25b29251420f1790277690f57faaf64a7e8ee

Aliases

arxiv: 2607.28884 · arxiv_version: 2607.28884v1 · doi: 10.48550/arxiv.2607.28884 · pith_short_12: Y25MOPT6LN76 · pith_short_16: Y25MOPT6LN76BYCG · pith_short_8: Y25MOPT6

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/Y25MOPT6LN76BYCGMW6DJ4S3FE \
  | 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: c6bac73e7e5b7fe0e04665bc34f25b29251420f1790277690f57faaf64a7e8ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "443abd7ab180801e60ec99777083e4d278b14278a1d46693d7c2c83e06a0bd4a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-07-30T23:00:59Z",
    "title_canon_sha256": "974b146a168847b66d54f1fc5427451802855fa9b70663254cb5b365f0da0b31"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.28884",
    "kind": "arxiv",
    "version": 1
  }
}