Pith Number

pith:2RFKET6A

pith:2026:2RFKET6APVW2EQAO34QYMFVACT

not attested not anchored not stored refs pending

Online Vector Quantized Attention

Beren Millidge, Nick Alonso, Tomas Figliolia

arxiv:2602.03922 v3 · 2026-02-03 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2RFKET6APVW2EQAO34QYMFVACT}

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	2026-05-20T00:00:33.430811Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d44aa24fc07d6da2400edf218616a014c425b01c338241e4e30b868b2f8e7b3c

Aliases

arxiv: 2602.03922 · arxiv_version: 2602.03922v3 · doi: 10.48550/arxiv.2602.03922 · pith_short_12: 2RFKET6APVW2 · pith_short_16: 2RFKET6APVW2EQAO · pith_short_8: 2RFKET6A

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/2RFKET6APVW2EQAO34QYMFVACT \
  | 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: d44aa24fc07d6da2400edf218616a014c425b01c338241e4e30b868b2f8e7b3c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f47570de566a81ec5c96b0d942cfa4c30557e2b019dc18168a70f383c6152938",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-02-03T18:50:00Z",
    "title_canon_sha256": "631a7b56380c9d2d9491c0c62b585b6ff94e97ed0281e159eda708145a0e659a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.03922",
    "kind": "arxiv",
    "version": 3
  }
}