Pith Number

pith:G22PTXE7

pith:2024:G22PTXE7Z6JSWPIDVJRTHULHVT

not attested not anchored not stored refs pending

Predicting vs. Acting: A Trade-off Between World Modeling & Agent Modeling

Ari Holtzman, Artidoro Pagnoni, Margaret Li, Peter West, Weijia Shi

arxiv:2407.02446 v1 · 2024-07-02 · cs.CL · 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{G22PTXE7Z6JSWPIDVJRTHULHVT}

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

4 papers in Pith

Beyond Next-Observation Prediction: Agent-Authored World Modeling for Sequential Decision Making

AI Coding Agents in Social Science: Methodologically Diverse, Empirically Consistent, Interpretively Vulnerable

Safety from Honesty in a Disinterested AI Predictor

The Challenge and Reward of Fair Play in Narrative: A Computational Approach

Receipt and verification

First computed	2026-07-05T08:39:24.046499Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

36b4f9dc9fcf932b3d03aa6333d167acc66febdbc51634c3be54ffb4e2a7142a

Aliases

arxiv: 2407.02446 · arxiv_version: 2407.02446v1 · doi: 10.48550/arxiv.2407.02446 · pith_short_12: G22PTXE7Z6JS · pith_short_16: G22PTXE7Z6JSWPID · pith_short_8: G22PTXE7

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/G22PTXE7Z6JSWPIDVJRTHULHVT \
  | 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: 36b4f9dc9fcf932b3d03aa6333d167acc66febdbc51634c3be54ffb4e2a7142a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ebfd313f4df5e64f4128b53932086bf1cdd19f2f713d9118cebb15a99eb33c9b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-02T17:22:54Z",
    "title_canon_sha256": "c98ac53815d7d94d4c901d7cbe29c13d6f8c306b987e43d49654ec6dc14ef4a1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.02446",
    "kind": "arxiv",
    "version": 1
  }
}