Pith Number

pith:YBTKZOIU

pith:2024:YBTKZOIUQT7TVM6NCP4EB2LZE3

not attested not anchored not stored refs pending

Information Theoretic Guarantees For Policy Alignment In Large Language Models

Youssef Mroueh

arxiv:2406.05883 v1 · 2024-06-09 · cs.LG · cs.IT · math.IT · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YBTKZOIUQT7TVM6NCP4EB2LZE3}

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

1 paper in Pith

Best-of-N through the Smoothing Lens: KL Divergence and Regret Analysis

Receipt and verification

First computed	2026-07-05T08:29:34.922807Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c066acb91484ff3ab3cd13f840e97926c2c84d77efbc2fb86df6a206a8ad8266

Aliases

arxiv: 2406.05883 · arxiv_version: 2406.05883v1 · doi: 10.48550/arxiv.2406.05883 · pith_short_12: YBTKZOIUQT7T · pith_short_16: YBTKZOIUQT7TVM6N · pith_short_8: YBTKZOIU

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/YBTKZOIUQT7TVM6NCP4EB2LZE3 \
  | 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: c066acb91484ff3ab3cd13f840e97926c2c84d77efbc2fb86df6a206a8ad8266

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3fb903e57e2c0fa4652cd732c7cf229a7045c4e1508cc2c4999bca9b681faee2",
    "cross_cats_sorted": [
      "cs.IT",
      "math.IT",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-09T18:41:50Z",
    "title_canon_sha256": "f78b627943a0cdb6f2957b1cc214519d51087f5f213826689daed2888c680a8d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.05883",
    "kind": "arxiv",
    "version": 1
  }
}