Pith Number

pith:RL5QHOM3

pith:2026:RL5QHOM3LWOFMBOAVMGKJHHQMU

not attested not anchored not stored refs pending

Weak-to-Strong Generalization via Direct On-Policy Distillation

Bingxiang He, Hanlin Wu, Haohan Chi, Hao Zhou, Huan-ang Gao, Shiyuan Feng, Wei-Ying Ma, Ya-Qin Zhang, Zheng Jiang, Zhilong Zhang

arxiv:2607.05394 v1 · 2026-07-06 · cs.LG · cs.AI · 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{RL5QHOM3LWOFMBOAVMGKJHHQMU}

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	2026-07-07T03:19:29.584619Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8afb03b99b5d9c5605c0ab0ca49cf065046555ab89bbe2ffc6ee4fe901572e7f

Aliases

arxiv: 2607.05394 · arxiv_version: 2607.05394v1 · doi: 10.48550/arxiv.2607.05394 · pith_short_12: RL5QHOM3LWOF · pith_short_16: RL5QHOM3LWOFMBOA · pith_short_8: RL5QHOM3

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/RL5QHOM3LWOFMBOAVMGKJHHQMU \
  | 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: 8afb03b99b5d9c5605c0ab0ca49cf065046555ab89bbe2ffc6ee4fe901572e7f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b44169fd68d18ab9173fbb003cbfc80f7cba93cc7bc36f2f218dc5c89ae3d95",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-06T17:59:58Z",
    "title_canon_sha256": "7bfaf50a8826860356d1966ed9c0389f1660a976504b9023b668601f66e4db1e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.05394",
    "kind": "arxiv",
    "version": 1
  }
}