Pith Number

pith:CFYXZRRT

pith:2025:CFYXZRRT6D4ORIV4MXWPYIKPAO

not attested not anchored not stored refs pending

Safety Game: Inference-Time Alignment of Black-Box LLMs via Constrained Optimization

Long Tran-Thanh, Tuan Nguyen

arxiv:2510.09330 v3 · 2025-10-10 · 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{CFYXZRRT6D4ORIV4MXWPYIKPAO}

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	2026-06-02T02:04:09.837596Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

11717cc633f0f8e8a2bc65ecfc214f039b431c7baf57adc5e0e4dc133b3330bf

Aliases

arxiv: 2510.09330 · arxiv_version: 2510.09330v3 · doi: 10.48550/arxiv.2510.09330 · pith_short_12: CFYXZRRT6D4O · pith_short_16: CFYXZRRT6D4ORIV4 · pith_short_8: CFYXZRRT

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/CFYXZRRT6D4ORIV4MXWPYIKPAO \
  | 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: 11717cc633f0f8e8a2bc65ecfc214f039b431c7baf57adc5e0e4dc133b3330bf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8f5d86928fa411444ac7acc753db504f9bb21f626d20aaf44c7e85de0addd8a5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-10-10T12:32:43Z",
    "title_canon_sha256": "2386d37b0c9633ce2bf42c21b4c92d67c56df8795f745d6136e0432c043c0a68"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.09330",
    "kind": "arxiv",
    "version": 3
  }
}