Pith Number

pith:KXQXYAQE

pith:2024:KXQXYAQEELAQBUQSTQGKRGAVPN

not attested not anchored not stored refs pending

Improving Token-Based World Models with Parallel Observation Prediction

Bingyi Kang, Kaixin Wang, Lior Cohen, Shie Mannor

arxiv:2402.05643 v5 · 2024-02-08 · 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{KXQXYAQEELAQBUQSTQGKRGAVPN}

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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.

Cited by

1 paper in Pith

OrbiSim: World Models as Differentiable Physics Engines for Embodied Intelligence

Receipt and verification

First computed	2026-07-05T08:24:23.977032Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

55e17c020422c100d2129c0ca898157b51825fa793539d33d8da52d169df641b

Aliases

arxiv: 2402.05643 · arxiv_version: 2402.05643v5 · doi: 10.48550/arxiv.2402.05643 · pith_short_12: KXQXYAQEELAQ · pith_short_16: KXQXYAQEELAQBUQS · pith_short_8: KXQXYAQE

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/KXQXYAQEELAQBUQSTQGKRGAVPN \
  | 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: 55e17c020422c100d2129c0ca898157b51825fa793539d33d8da52d169df641b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "33e827b6a80fbd73be579c89955a564c9596552f14ce295ead1cc2840c8526b3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-08T12:58:07Z",
    "title_canon_sha256": "876b1cbb209309897dc814763e3321289777b8f4264411c209c4220c8b86fdb4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.05643",
    "kind": "arxiv",
    "version": 5
  }
}