Pith Number

pith:5VZHBJ22

pith:2024:5VZHBJ227K3URPV56YHZ3H6R6G

not attested not anchored not stored refs pending

Autoregressive Large Language Models are Computationally Universal

Dale Schuurmans, Francesco Zanini, Hanjun Dai

arxiv:2410.03170 v1 · 2024-10-04 · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5VZHBJ227K3URPV56YHZ3H6R6G}

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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

5 papers in Pith

Position: The Turing-Completeness of Autoregressive Transformers Relies Heavily on Context Management

Efficient Diffusion LLMs via Temporal-Spatial Parallel Decoding and Confidence Extrapolation

Semantic Concurrency Limits in Large Language Models

Position: The Turing-Completeness of Autoregressive Transformers Relies Heavily on Context Management

Loom: A Scalable Analytical Neural Computer Architecture

Receipt and verification

First computed	2026-07-05T09:15:45.597805Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ed7270a75afab748bebdf60f9d9fd1f1b8391b039df1de02cc5c9e519e2f769d

Aliases

arxiv: 2410.03170 · arxiv_version: 2410.03170v1 · doi: 10.48550/arxiv.2410.03170 · pith_short_12: 5VZHBJ227K3U · pith_short_16: 5VZHBJ227K3URPV5 · pith_short_8: 5VZHBJ22

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/5VZHBJ227K3URPV56YHZ3H6R6G \
  | 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: ed7270a75afab748bebdf60f9d9fd1f1b8391b039df1de02cc5c9e519e2f769d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3076010edb136e23d5c31ffa93086a1a7e12a5afbb7459bbd61264ad0c85b42a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-04T06:05:17Z",
    "title_canon_sha256": "904f564310384c9a92caa0e8b10669dc95cb37a9a0d2db58f00c4abb7a160d26"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.03170",
    "kind": "arxiv",
    "version": 1
  }
}