Pith Number

pith:5ZU455F4

pith:2024:5ZU455F4XH3LUG4GNAB6PXOEYW

not attested not anchored not stored refs pending

Universal Length Generalization with Turing Programs

David Brandfonbrener, Eran Malach, Kaiying Hou, Samy Jelassi, Sham Kakade

arxiv:2407.03310 v1 · 2024-07-03 · 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{5ZU455F4XH3LUG4GNAB6PXOEYW}

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

1 paper in Pith

Training Transformers as a Universal Computer

Receipt and verification

First computed	2026-07-05T08:39:48.996488Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ee69cef4bcb9f6ba1b866803e7ddc4c5a41810baeaec50fbd40089dac50596ed

Aliases

arxiv: 2407.03310 · arxiv_version: 2407.03310v1 · doi: 10.48550/arxiv.2407.03310 · pith_short_12: 5ZU455F4XH3L · pith_short_16: 5ZU455F4XH3LUG4G · pith_short_8: 5ZU455F4

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/5ZU455F4XH3LUG4GNAB6PXOEYW \
  | 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: ee69cef4bcb9f6ba1b866803e7ddc4c5a41810baeaec50fbd40089dac50596ed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "26e494a7e2ec7874c14766a0596847c31b229fec61559eaea6b7e0eec2bccc34",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-03T17:53:44Z",
    "title_canon_sha256": "a5b5cf00609d29295410ce6dc295c251b090ef91dda4b664d7e973739da38cbf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.03310",
    "kind": "arxiv",
    "version": 1
  }
}