Pith Number

pith:IGPBWSCY

pith:2026:IGPBWSCY2BOINH5YKQ4QFDZMNS

not attested not anchored not stored refs pending

Right Makes Might: Aligning Verified Hidden States Empowers RL Reasoning

Aomufei Yuan, Caoyuan Ma, Jiaqi Wang, Nan Duan, Shuai Dong, Weichu Xie, Wenpu Liu, Wenqi Shao, Xiaoying Zhang, Yiran Yao, Yongfu Zhu, Yuqi Xu, Ziyue Wang

arxiv:2606.03234 v1 · 2026-06-02 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IGPBWSCY2BOINH5YKQ4QFDZMNS}

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	2026-06-03T01:05:35.571062Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

419e1b4858d05c869fb85439028f2c6cae3cb5f7db5feb1283c396c74a4b960b

Aliases

arxiv: 2606.03234 · arxiv_version: 2606.03234v1 · doi: 10.48550/arxiv.2606.03234 · pith_short_12: IGPBWSCY2BOI · pith_short_16: IGPBWSCY2BOINH5Y · pith_short_8: IGPBWSCY

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/IGPBWSCY2BOINH5YKQ4QFDZMNS \
  | 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: 419e1b4858d05c869fb85439028f2c6cae3cb5f7db5feb1283c396c74a4b960b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "67c168b9745521369ea9cea28991009137278a52ca03bb332891dacf87619a0f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-02T06:51:15Z",
    "title_canon_sha256": "ab98238812f4bb37d6be0a61ea19fa1bbd4c1fdffbee3709201f4d0e50d827c2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.03234",
    "kind": "arxiv",
    "version": 1
  }
}