Pith Number

pith:OC66J7LM

pith:2021:OC66J7LMK4JN6BWOWAEKMUBUA6

not attested not anchored not stored refs pending

Causal Analysis of Agent Behavior for AI Safety

Gr\'egoire D\'eletang, Jordi Grau-Moya, Markus Kunesch, Miljan Martic, Pedro A. Ortega, Shane Legg, Tim Genewein, Tom McGrath, Vladimir Mikulik

arxiv:2103.03938 v1 · 2021-03-05 · 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{OC66J7LMK4JN6BWOWAEKMUBUA6}

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	2026-07-05T02:20:44.299040Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

70bde4fd6c5712df06ceb008a6503407a2c246c0976cc372545806e2bb26c118

Aliases

arxiv: 2103.03938 · arxiv_version: 2103.03938v1 · doi: 10.48550/arxiv.2103.03938 · pith_short_12: OC66J7LMK4JN · pith_short_16: OC66J7LMK4JN6BWO · pith_short_8: OC66J7LM

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/OC66J7LMK4JN6BWOWAEKMUBUA6 \
  | 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: 70bde4fd6c5712df06ceb008a6503407a2c246c0976cc372545806e2bb26c118

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e6f5212dae3a199c448aa1e88f3b6ff7dac48e2570c69075b6d40ba3c51aaf64",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2021-03-05T20:51:12Z",
    "title_canon_sha256": "38d8ae3c6929239ea912819bc3fe7c419969c06357d0f21e28c15351e113c53f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.03938",
    "kind": "arxiv",
    "version": 1
  }
}