Pith Number

pith:7K5SDFW4

pith:2026:7K5SDFW4TEWNMR3RESA3GNLNUZ

not attested not anchored not stored refs pending

Training Deliberative Monitors for Black-Box Scheming Detection

Aditya Sinha, Akshat Naik, Axel H{\o}jmark, Kilian Merkelbach, Marius Hobbhahn, Rich Barton-Cooper, Simon Storf, Victor Gillioz

arxiv:2605.29601 v1 · 2026-05-28 · cs.CL · 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{7K5SDFW4TEWNMR3RESA3GNLNUZ}

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	2026-05-29T01:05:50.342923Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fabb2196dc992cd647712481b3356da66a5c148cc26902dd100ebb20c07b45f3

Aliases

arxiv: 2605.29601 · arxiv_version: 2605.29601v1 · doi: 10.48550/arxiv.2605.29601 · pith_short_12: 7K5SDFW4TEWN · pith_short_16: 7K5SDFW4TEWNMR3R · pith_short_8: 7K5SDFW4

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/7K5SDFW4TEWNMR3RESA3GNLNUZ \
  | 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: fabb2196dc992cd647712481b3356da66a5c148cc26902dd100ebb20c07b45f3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "78b8dd90a764453c74b03f260af7f204dc7fd4047473671f3d7a999436a1219c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-05-28T08:40:32Z",
    "title_canon_sha256": "fcd2bf5845c63e6a81744dc67fc39897865ad456e6ae634e985104821242a6d2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.29601",
    "kind": "arxiv",
    "version": 1
  }
}