Pith Number

pith:7DDFUUVH

pith:2024:7DDFUUVHB4ULHJIOXV74U7YLRH

not attested not anchored not stored refs pending

Self-Steering Optimization: Autonomous Preference Optimization for Large Language Models

Ben He, Bowen Yu, Hao Xiang, Hongyu Lin, Jingren Zhou, Junyang Lin, Keming Lu, Le Sun, Xianpei Han, Yaojie Lu

arxiv:2410.17131 v2 · 2024-10-22 · 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{7DDFUUVHB4ULHJIOXV74U7YLRH}

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

Qwen2.5 Technical Report

Receipt and verification

First computed	2026-07-05T11:19:22.108167Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f8c65a52a70f28b3a50ebd7fca7f0b89d7081aea2ed27524f42f98d12d4a3bba

Aliases

arxiv: 2410.17131 · arxiv_version: 2410.17131v2 · doi: 10.48550/arxiv.2410.17131 · pith_short_12: 7DDFUUVHB4UL · pith_short_16: 7DDFUUVHB4ULHJIO · pith_short_8: 7DDFUUVH

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/7DDFUUVHB4ULHJIOXV74U7YLRH \
  | 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: f8c65a52a70f28b3a50ebd7fca7f0b89d7081aea2ed27524f42f98d12d4a3bba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c8c5c471b074501bf32f7967870a69bb412c214d38021ff0c8d85177c37a96f9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-22T16:04:03Z",
    "title_canon_sha256": "a83a479d266574c3aa4f1d04ae466162540f6c5f7bc7e7056130ace2208b621d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.17131",
    "kind": "arxiv",
    "version": 2
  }
}