Pith Number

pith:JBJWL4RC

pith:2024:JBJWL4RC6BRMMRF4O5INNPMBAB

not attested not anchored not stored refs pending

Learning Universal Predictors

Anian Ruoss, Christopher Mattern, Elliot Catt, Gr\'egoire Del\'etang, Joel Veness, Jordi Grau-Moya, Laurent Orseau, Li Kevin Wenliang, Marcus Hutter, Matthew Aitchison, Tim Genewein

arxiv:2401.14953 v1 · 2024-01-26 · 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{JBJWL4RC6BRMMRF4O5INNPMBAB}

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

2 papers in Pith

Neural Weight Norm = Kolmogorov Complexity

Manifold Steering Reveals the Shared Geometry of Neural Network Representation and Behavior

Receipt and verification

First computed	2026-07-05T07:38:04.434294Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

485365f222f062c644bc7750d6bd810064e3dfb8abd60d9c8f3e7a6b69b6dd78

Aliases

arxiv: 2401.14953 · arxiv_version: 2401.14953v1 · doi: 10.48550/arxiv.2401.14953 · pith_short_12: JBJWL4RC6BRM · pith_short_16: JBJWL4RC6BRMMRF4 · pith_short_8: JBJWL4RC

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/JBJWL4RC6BRMMRF4O5INNPMBAB \
  | 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: 485365f222f062c644bc7750d6bd810064e3dfb8abd60d9c8f3e7a6b69b6dd78

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a0560cbc28967e2c09332fe8f92ba9da86d3f8d1f83f6c51b7e87c888c8e2cd7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-26T15:37:16Z",
    "title_canon_sha256": "6f27d0ed508a14e2558f494866b5c47155f0abb90443a92ee04375793dd0eb83"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.14953",
    "kind": "arxiv",
    "version": 1
  }
}