Pith Number

pith:L3UNSCPV

pith:2025:L3UNSCPV5JTVFDOSLHJHM3ZKG7

not attested not anchored not stored refs pending

Critique of World Model

Eric Xing, Jinyu Hou, Mingkai Deng

arxiv:2507.05169 v5 · 2025-07-07 · cs.LG · cs.AI · cs.CL · cs.CV · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{L3UNSCPV5JTVFDOSLHJHM3ZKG7}

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

7 papers in Pith

Counterfactual Transport Flows for Offline Conservative Trajectory Refinement

Business World Model

Predictive Objectives Discard Exogenous Control-Relevant Features: A Controlled Mechanistic Study

General Agentic Planning Through Simulative Reasoning with World Models

Efficient Agentic Reasoning Through Self-Regulated Simulative Planning

Receipt and verification

First computed	2026-06-19T16:12:14.183764Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5ee8d909f5ea67528dd259d2766f2a37e6535c7699b686270f1df0878bf9e6ad

Aliases

arxiv: 2507.05169 · arxiv_version: 2507.05169v5 · doi: 10.48550/arxiv.2507.05169 · pith_short_12: L3UNSCPV5JTV · pith_short_16: L3UNSCPV5JTVFDOS · pith_short_8: L3UNSCPV

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/L3UNSCPV5JTVFDOSLHJHM3ZKG7 \
  | 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: 5ee8d909f5ea67528dd259d2766f2a37e6535c7699b686270f1df0878bf9e6ad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cca9cadcf0d3ee92627f37f703139f98b163c494b85283f3075cb30d84f4a4e1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CV",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-07T16:23:46Z",
    "title_canon_sha256": "27daa69f386f7d0dd582c7238f4219fe87b13949f9de46ce49a2fb2c28c23e18"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.05169",
    "kind": "arxiv",
    "version": 5
  }
}