Pith Number

pith:CDXLOSD6

pith:2025:CDXLOSD6JODBL2EOIQP5IEMANP

not attested not anchored not stored refs pending

On Almost Surely Safe Alignment of Large Language Models at Inference-Time

Haitham Bou Ammar, Ilija Bogunovic, Jun Wang, Matthieu Zimmer, Shyam Sundhar Ramesh, Xiaotong Ji

arxiv:2502.01208 v3 · 2025-02-03 · cs.LG · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CDXLOSD6JODBL2EOIQP5IEMANP}

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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	2026-07-05T11:24:13.484583Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

10eeb7487e4b8615e88e441fd411806bdfd92039fecbb527f3c46296e6007399

Aliases

arxiv: 2502.01208 · arxiv_version: 2502.01208v3 · doi: 10.48550/arxiv.2502.01208 · pith_short_12: CDXLOSD6JODB · pith_short_16: CDXLOSD6JODBL2EO · pith_short_8: CDXLOSD6

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/CDXLOSD6JODBL2EOIQP5IEMANP \
  | 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: 10eeb7487e4b8615e88e441fd411806bdfd92039fecbb527f3c46296e6007399

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0f8209c944d4d8b8d6e3b69b63a09a325048332a9651279c2fa68052c2c31767",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-03T09:59:32Z",
    "title_canon_sha256": "29d677f3e10fb2baf8d7bea7ecaafd7c2d383741e1967b41f88c6b2fa17d7f4a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.01208",
    "kind": "arxiv",
    "version": 3
  }
}