Pith Number

pith:646EFKCI

pith:2025:646EFKCIIWOCX6PTUIL5OGAEQR

not attested not anchored not stored refs pending

Reliable Weak-to-Strong Monitoring of LLM Agents

Ankit Aich, Chen Bo Calvin Zhang, Christina Q. Knight, Kevin Zhu, Neil Kale, Paula Rodriguez, Scale Red Team, Zifan Wang

arxiv:2508.19461 v1 · 2025-08-26 · cs.AI · cs.CR · 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{646EFKCIIWOCX6PTUIL5OGAEQR}

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.

Cited by

5 papers in Pith

Coding with "Enemy": Can Human Developers Detect AI Agent Sabotage?

Ensemble Monitoring for AI Control: Diverse Signals Outweigh More Compute

AgentForesight: Online Auditing for Early Failure Prediction in Multi-Agent Systems

CoT-Guard: Small Models for Strong Monitoring

AgentForesight: Online Auditing for Early Failure Prediction in Multi-Agent Systems

Receipt and verification

First computed	2026-07-05T12:00:11.922738Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f73c42a848459c2bf9f3a217d71804847e3718fc288b383e30cb3c421104ddec

Aliases

arxiv: 2508.19461 · arxiv_version: 2508.19461v1 · doi: 10.48550/arxiv.2508.19461 · pith_short_12: 646EFKCIIWOC · pith_short_16: 646EFKCIIWOCX6PT · pith_short_8: 646EFKCI

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/646EFKCIIWOCX6PTUIL5OGAEQR \
  | 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: f73c42a848459c2bf9f3a217d71804847e3718fc288b383e30cb3c421104ddec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c9af5a2efc49d71baea690d8516f6114c9fbc36c710e0d12663cc2fe29623263",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-08-26T22:29:31Z",
    "title_canon_sha256": "643729ae8ab8b5edce59204467db34360a37c62cd89453a04d397da02439851f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.19461",
    "kind": "arxiv",
    "version": 1
  }
}