Pith Number

pith:OHIG3E7Z

pith:2026:OHIG3E7ZSCI4CLW5RNOKDU2MXZ

not attested not anchored not stored refs pending

Dueling World Models: Advantage-Style Action Channels for Common-Mode Distractor Rejection

Heikichi Hayashi, Jiazhuo Li, Yiming Fei, Zhiruo Zhou

arxiv:2608.06706 v1 · 2026-08-07 · cs.LG · 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{OHIG3E7ZSCI4CLW5RNOKDU2MXZ}

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	2026-08-10T01:11:46.174708Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

71d06d93f99091c12edd8b5ca1d34cbe7dfbd1b9cd427b9336a830fb191c2552

Aliases

arxiv: 2608.06706 · arxiv_version: 2608.06706v1 · doi: 10.48550/arxiv.2608.06706 · pith_short_12: OHIG3E7ZSCI4 · pith_short_16: OHIG3E7ZSCI4CLW5 · pith_short_8: OHIG3E7Z

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/OHIG3E7ZSCI4CLW5RNOKDU2MXZ \
  | 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: 71d06d93f99091c12edd8b5ca1d34cbe7dfbd1b9cd427b9336a830fb191c2552

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5f75446bcd55d888f639dc1ec31ecca215470a192d6f8448c5d7cab9347c179a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-07T02:02:19Z",
    "title_canon_sha256": "da031f114e45b74eb122f524e74f8e7291282f25ae6c4b5c0ea8d443c1ccdf61"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.06706",
    "kind": "arxiv",
    "version": 1
  }
}