Pith Number

pith:AQWWNNOB

pith:2026:AQWWNNOBBF4BCJRABSNOAGHT4X

not attested not anchored not stored refs pending

Why Formal Monitors Fail: Attack Distribution Entropy as a Coverage Bound for LTL-Based LLM Agent Safety

Ruiyang Zhang

arxiv:2608.01388 v1 · 2026-08-02 · cs.CR · cs.AI · 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{AQWWNNOBBF4BCJRABSNOAGHT4X}

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	2026-08-04T02:04:55.792437Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

042d66b5c109781126200c9ae018f3e5dd21dcd515ca9c4ac05b05e7e3dbc368

Aliases

arxiv: 2608.01388 · arxiv_version: 2608.01388v1 · doi: 10.48550/arxiv.2608.01388 · pith_short_12: AQWWNNOBBF4B · pith_short_16: AQWWNNOBBF4BCJRA · pith_short_8: AQWWNNOB

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/AQWWNNOBBF4BCJRABSNOAGHT4X \
  | 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: 042d66b5c109781126200c9ae018f3e5dd21dcd515ca9c4ac05b05e7e3dbc368

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ae9b0559e587bc27387d72c192e24661a5cb89453a537c710cdfee99f82f7166",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-08-02T17:08:21Z",
    "title_canon_sha256": "53fda36e3238900eb2421b8acd3c703cdbbe2604eff5fdfed596b5d576e9d180"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.01388",
    "kind": "arxiv",
    "version": 1
  }
}