Pith Number

pith:NIVNRA4A

pith:2025:NIVNRA4AATMJF26CVYY4HUQA6H

not attested not anchored not stored refs pending

SCOUT: Toward Sub-Quadratic Attention via Segment Compression for Optimized Utility in Transformers

Aref Jafari, Benyamin Jamialahmadi, Boxing Chen, Marzieh S. Tahaei, Parsa Farinneya, Yuhe Fan

arxiv:2509.00935 v1 · 2025-08-31 · 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{NIVNRA4AATMJF26CVYY4HUQA6H}

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.

Receipt and verification

First computed	2026-07-05T12:02:24.900292Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6a2ad8838004d892ebc2ae31c3d200f1d84d4f018863a90c2395bb358fa80044

Aliases

arxiv: 2509.00935 · arxiv_version: 2509.00935v1 · doi: 10.48550/arxiv.2509.00935 · pith_short_12: NIVNRA4AATMJ · pith_short_16: NIVNRA4AATMJF26C · pith_short_8: NIVNRA4A

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/NIVNRA4AATMJF26CVYY4HUQA6H \
  | 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: 6a2ad8838004d892ebc2ae31c3d200f1d84d4f018863a90c2395bb358fa80044

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e1b991bc5a6667affa6a644bbe72319f26f9fddf9a690dfc7548409ff88bbf38",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-31T17:08:33Z",
    "title_canon_sha256": "f576c78d199f0d458dbdb2d95182f76511427343d593b3427ff58eaa94b528c5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.00935",
    "kind": "arxiv",
    "version": 1
  }
}