Pith Number

pith:6W2PCU2R

pith:2026:6W2PCU2RO4OAKOHT2MXI7D4XQC

not attested not anchored not stored refs pending

Autoregressive Diffusion World Models for Off-Policy Evaluation of LLM Agents

Guojun Xiong, Kaixuan Liu, Shengpu Tang, Weinan Zhang

arxiv:2606.05558 v1 · 2026-06-04 · 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{6W2PCU2RO4OAKOHT2MXI7D4XQC}

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	2026-06-05T01:14:54.722695Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f5b4f15351771c0538f3d32e8f8f9780aa95adde53b960d732877485150c6fd5

Aliases

arxiv: 2606.05558 · arxiv_version: 2606.05558v1 · doi: 10.48550/arxiv.2606.05558 · pith_short_12: 6W2PCU2RO4OA · pith_short_16: 6W2PCU2RO4OAKOHT · pith_short_8: 6W2PCU2R

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/6W2PCU2RO4OAKOHT2MXI7D4XQC \
  | 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: f5b4f15351771c0538f3d32e8f8f9780aa95adde53b960d732877485150c6fd5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e8a870ea12bb69b54d4993a4a11371cd16b1daa8ca2885d08670f3da267ee403",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-04T01:13:24Z",
    "title_canon_sha256": "c6fed1e167a68219c9e731263f510654d2b2301ec217a9f99b40a606d80b168c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.05558",
    "kind": "arxiv",
    "version": 1
  }
}