Pith Number

pith:IROCJP2G

pith:2026:IROCJP2GX47Y3SEIG6UNYS3LS7

not attested not anchored not stored refs pending

MoA-Structured Decode Attention DNF Derivation, KV-Cache Accumulation, GQA/MQA, and OpenACC Kernel

Gaetan Hains, Lenore Mulin

arxiv:2607.19456 v1 · 2026-07-21 · 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{IROCJP2GX47Y3SEIG6UNYS3LS7}

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	2026-07-23T00:23:50.634999Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

445c24bf46bf3f8dc88837a8dc4b6b97d140c5f8d566eece16a415d89564e872

Aliases

arxiv: 2607.19456 · arxiv_version: 2607.19456v1 · doi: 10.48550/arxiv.2607.19456 · pith_short_12: IROCJP2GX47Y · pith_short_16: IROCJP2GX47Y3SEI · pith_short_8: IROCJP2G

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/IROCJP2GX47Y3SEIG6UNYS3LS7 \
  | 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: 445c24bf46bf3f8dc88837a8dc4b6b97d140c5f8d566eece16a415d89564e872

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "94a2e3cf4f69011c49bbb9d90212e0b89237dcc3e8e6d287f66dedd5fae965e1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-21T15:50:28Z",
    "title_canon_sha256": "f523646826fabeb3895bb995f252c822b087230e959497655c284d4ef14ad3c3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.19456",
    "kind": "arxiv",
    "version": 1
  }
}