Pith Number

pith:B3T7LLY3

pith:2025:B3T7LLY3QRSISMFMHH24X7PSCC

not attested not anchored not stored refs pending

SequenceLayers: Sequence Processing and Streaming Neural Networks Made Easy

Daisy Stanton, David Kao, Eric Battenberg, Jonas Rothfuss, Julian Salazar, Matt Shannon, RJ Skerry-Ryan, Robin Scheibler, Ron J. Weiss, Soroosh Mariooryad, Tom Bagby

arxiv:2507.23292 v1 · 2025-07-31 · cs.LG · cs.CL · cs.PL · cs.SE · eess.AS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{B3T7LLY3QRSISMFMHH24X7PSCC}

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	2026-07-05T11:46:08.900873Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0ee7f5af1b84648930ac39f5cbfdf210a006d85ce1018f38a102759cc4ecf91b

Aliases

arxiv: 2507.23292 · arxiv_version: 2507.23292v1 · doi: 10.48550/arxiv.2507.23292 · pith_short_12: B3T7LLY3QRSI · pith_short_16: B3T7LLY3QRSISMFM · pith_short_8: B3T7LLY3

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/B3T7LLY3QRSISMFMHH24X7PSCC \
  | 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: 0ee7f5af1b84648930ac39f5cbfdf210a006d85ce1018f38a102759cc4ecf91b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2266975cb0de81077cd3efae2d9afa4615740df859b387dcf651c049a187ed61",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.PL",
      "cs.SE",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-31T07:10:39Z",
    "title_canon_sha256": "624ea4cf89f741a0dbfe1baff213c03c0332c7119aee8b3523559cba62c66d65"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.23292",
    "kind": "arxiv",
    "version": 1
  }
}