Pith Number

pith:Z3RXTPOI

pith:2024:Z3RXTPOIQMDC2KU57YHYHFWJHW

not attested not anchored not stored refs pending

Circuit Complexity Bounds for RoPE-based Transformer Architecture

Bo Chen, Jiangxuan Long, Xiaoyu Li, Yingyu Liang, Zhao Song, Zhenmei Shi

arxiv:2411.07602 v2 · 2024-11-12 · cs.LG · cs.AI · cs.CC · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z3RXTPOIQMDC2KU57YHYHFWJHW}

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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

Minimalist Softmax Attention Provably Learns Constrained Boolean Functions

Receipt and verification

First computed	2026-07-05T09:42:32.384041Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cee379bdc883062d2a9dfe0f8396c93da4f75841e621fa32cae38f32f350e311

Aliases

arxiv: 2411.07602 · arxiv_version: 2411.07602v2 · doi: 10.48550/arxiv.2411.07602 · pith_short_12: Z3RXTPOIQMDC · pith_short_16: Z3RXTPOIQMDC2KU5 · pith_short_8: Z3RXTPOI

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/Z3RXTPOIQMDC2KU57YHYHFWJHW \
  | 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: cee379bdc883062d2a9dfe0f8396c93da4f75841e621fa32cae38f32f350e311

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "68d0a3a28f524f6bad66e2121698c58873bf4e9e81dc8a03f5ffb13d053c6f4f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CC",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-12T07:24:41Z",
    "title_canon_sha256": "aa918a58b42d05f5570f32073de63c396b94227833659e1b67e957e6dfb7f5fb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.07602",
    "kind": "arxiv",
    "version": 2
  }
}