Pith Number

pith:3JQDU2X5

pith:2025:3JQDU2X5BXM2OCQ2IQ63GQDH3S

not attested not anchored not stored refs pending

Breaking the Self-Confirming Loop: Diagnosing and Mitigating Systemic Reward Bias in Self-Rewarding RL

Boyuan Pan, Chuyi Tan, Jiayi Shi, Ji Zhang, Kan Li, Peiwen Yuan, Shaoxiong Feng, Xinglin Wang, Yao Hu, Yiwei Li, Yueqi Zhang

arxiv:2510.08977 v2 · 2025-10-10 · 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{3JQDU2X5BXM2OCQ2IQ63GQDH3S}

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

What If Consensus Lies? Selective-Complementary Reinforcement Learning at Test Time

Receipt and verification

First computed	2026-06-03T01:05:45.626366Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

da603a6afd0dd9a70a1a443db34067dc9d1c1b34f13373f49a96d6046b7c2b68

Aliases

arxiv: 2510.08977 · arxiv_version: 2510.08977v2 · doi: 10.48550/arxiv.2510.08977 · pith_short_12: 3JQDU2X5BXM2 · pith_short_16: 3JQDU2X5BXM2OCQ2 · pith_short_8: 3JQDU2X5

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/3JQDU2X5BXM2OCQ2IQ63GQDH3S \
  | 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: da603a6afd0dd9a70a1a443db34067dc9d1c1b34f13373f49a96d6046b7c2b68

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ea44a5c1a4dd15c0dfebc002406976c960d6bc868f1ae9e9290aed62138cc3fe",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-10-10T03:38:17Z",
    "title_canon_sha256": "6fd71bac58d0c20a2db112d9f81d60c503419a619395dc081c5980598154ec73"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.08977",
    "kind": "arxiv",
    "version": 2
  }
}