Pith Number

pith:MWPBOOML

pith:2025:MWPBOOMLK3XGTVHDGHEQFCVGDN

not attested not anchored not stored refs pending

Rethinking Reward Models for Multi-Domain Test-Time Scaling

Dominik Wagner, Dong Bok Lee, Dongki Kim, Heejun Lee, Jiang Bian, Jingjing Fu, Jinheon Baek, Jinyu Wang, Jiongdao Jin, Lei Song, Minki Kang, Sangwoo Park, Seanie Lee, Sung Ju Hwang, Tobias Bocklet

arxiv:2510.00492 v3 · 2025-10-01 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MWPBOOMLK3XGTVHDGHEQFCVGDN}

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

2 papers in Pith

Decomposed On-Policy Distillation for Vision-Language Reasoning: Steering Gradients for Visual Grounding

PDCR: Perception-Decomposed Confidence Reward for Vision-Language Reasoning

Receipt and verification

First computed	2026-07-15T00:21:12.981700Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

659e17398b56ee69d4e331c9028aa61b44c91114ada8428da7f54f6cf5892aa1

Aliases

arxiv: 2510.00492 · arxiv_version: 2510.00492v3 · doi: 10.48550/arxiv.2510.00492 · pith_short_12: MWPBOOMLK3XG · pith_short_16: MWPBOOMLK3XGTVHD · pith_short_8: MWPBOOML

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/MWPBOOMLK3XGTVHDGHEQFCVGDN \
  | 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: 659e17398b56ee69d4e331c9028aa61b44c91114ada8428da7f54f6cf5892aa1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "496b494e03389a1e856128de68e1297249a275a3d83478bfe20f8653d2d53074",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-10-01T04:21:14Z",
    "title_canon_sha256": "09729f63a62eaeea58d269bc27b03deed6efd725bae462158451ed900da57e5d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.00492",
    "kind": "arxiv",
    "version": 3
  }
}