Pith Number

pith:2GXI3UQR

pith:2023:2GXI3UQRUBI2KDAZA3Y7PRHQ3T

not attested not anchored not stored refs pending

Algorithm and Hardness for Dynamic Attention Maintenance in Large Language Models

Jan van den Brand, Tianyi Zhou, Zhao Song

arxiv:2304.02207 v1 · 2023-04-05 · cs.DS · cs.CC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2GXI3UQRUBI2KDAZA3Y7PRHQ3T}

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

H$_2$O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models

Receipt and verification

First computed	2026-07-05T05:58:23.229430Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d1ae8dd211a051a50c1906f1f7c4f0dcca5e53ccc248cfd17825281a8c0a9bb5

Aliases

arxiv: 2304.02207 · arxiv_version: 2304.02207v1 · doi: 10.48550/arxiv.2304.02207 · pith_short_12: 2GXI3UQRUBI2 · pith_short_16: 2GXI3UQRUBI2KDAZ · pith_short_8: 2GXI3UQR

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/2GXI3UQRUBI2KDAZA3Y7PRHQ3T \
  | 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: d1ae8dd211a051a50c1906f1f7c4f0dcca5e53ccc248cfd17825281a8c0a9bb5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "857066d8e7940fe54ec70a70cc1efaa602acba6104cc9779b8d90aa54d436885",
    "cross_cats_sorted": [
      "cs.CC"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.DS",
    "submitted_at": "2023-04-05T03:43:38Z",
    "title_canon_sha256": "9238dbc6b7ce679e6fd593c590053dde7f4212b15144445f543b492c5c67fe0e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.02207",
    "kind": "arxiv",
    "version": 1
  }
}