Pith Number

pith:AL4EH5SD

pith:2026:AL4EH5SDLY6V5RB3EVIF4O7PJZ

not attested not anchored not stored refs pending

Internalizing the Future: A Unified Agentic Training Paradigm for World Model Planning

Chao Qu, Ke Li, Lingfeng Qiao, Xiaoyu Tan, Xing Sun, Xuan Zhang, Yuan Qi, Yulei Qin, Zhijian Zhou

arxiv:2606.27483 v1 · 2026-06-25 · 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{AL4EH5SDLY6V5RB3EVIF4O7PJZ}

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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	2026-06-29T00:14:07.903886Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

02f843f6435e3d5ec43b25505e3bef4e7852891a07fb7e52d1ba316173ed9665

Aliases

arxiv: 2606.27483 · arxiv_version: 2606.27483v1 · doi: 10.48550/arxiv.2606.27483 · pith_short_12: AL4EH5SDLY6V · pith_short_16: AL4EH5SDLY6V5RB3 · pith_short_8: AL4EH5SD

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/AL4EH5SDLY6V5RB3EVIF4O7PJZ \
  | 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: 02f843f6435e3d5ec43b25505e3bef4e7852891a07fb7e52d1ba316173ed9665

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "77d7385786b7b57be2aa9afab99929604a0db01da7913fb98ef0981c24512b38",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-25T19:05:44Z",
    "title_canon_sha256": "9d86e7150567ac7907de11754ee510b550b2dc8050f6b467203a01bb72d41a1a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.27483",
    "kind": "arxiv",
    "version": 1
  }
}