Pith Number

pith:KTFTDCNA

pith:2025:KTFTDCNAAGH4IKKMGHSKTQOJS4

not attested not anchored not stored refs pending

AQUA: Attention via QUery mAgnitudes for Memory and Compute Efficient Inference in LLMs

Balaraman Ravindran, Santhosh G S, Saurav Prakash

arxiv:2509.11155 v1 · 2025-09-14 · cs.LG · cs.AI · 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{KTFTDCNAAGH4IKKMGHSKTQOJS4}

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	2026-07-05T12:11:34.512237Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

54cb3189a0018fc4294c31e4a9c1c99730253fa439e3b0fe6266b2ed09002785

Aliases

arxiv: 2509.11155 · arxiv_version: 2509.11155v1 · doi: 10.48550/arxiv.2509.11155 · pith_short_12: KTFTDCNAAGH4 · pith_short_16: KTFTDCNAAGH4IKKM · pith_short_8: KTFTDCNA

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/KTFTDCNAAGH4IKKMGHSKTQOJS4 \
  | 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: 54cb3189a0018fc4294c31e4a9c1c99730253fa439e3b0fe6266b2ed09002785

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b98fa9adbd55c2659facb826c59afa55d0217e46305878d88685be440b16b1e2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-14T08:20:48Z",
    "title_canon_sha256": "eff9abd70c339319af47486ee3c74df83714ff31d68e28ad9276c1b9eea3ff62"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.11155",
    "kind": "arxiv",
    "version": 1
  }
}