Pith Number

pith:I7G5YX24

pith:2025:I7G5YX247BSO7XCSY5IVK6WQMN

not attested not anchored not stored refs pending

ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction

Christopher M. Poskitt, Haoyu Wang, Jiali Wei, Jun Sun

arxiv:2508.00500 v4 · 2025-08-01 · cs.AI · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{I7G5YX247BSO7XCSY5IVK6WQMN}

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

24 papers in Pith

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Online Safety Monitoring for LLMs

The Saturation Trap and the Subjectivity of Intervention Timing: Why Affect-Based Triggers and LLM Judges Fail to Time Interventions on Autonomous Agents

Auditing AI Investment Recommendations as Executable Actions

Receipt and verification

First computed	2026-08-04T01:57:50.807867Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

47cddc5f5cf864efdc52c751557ad0634070faebf830f1304facc23c62840c02

Aliases

arxiv: 2508.00500 · arxiv_version: 2508.00500v4 · doi: 10.48550/arxiv.2508.00500 · pith_short_12: I7G5YX247BSO · pith_short_16: I7G5YX247BSO7XCS · pith_short_8: I7G5YX24

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/I7G5YX247BSO7XCSY5IVK6WQMN \
  | 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: 47cddc5f5cf864efdc52c751557ad0634070faebf830f1304facc23c62840c02

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8ce97c36099b9490aa5a81dc782662bb774007cf6e32bd72a25aa4273e98f604",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-08-01T10:24:47Z",
    "title_canon_sha256": "454654a232c045bf25e7d80df69e3fdb0c554d569c5abedab51e3d0215e3b462"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.00500",
    "kind": "arxiv",
    "version": 4
  }
}