Pith Number

pith:C6YVXQIK

pith:2026:C6YVXQIKVBW6CGLM7HCRZIYASK

not attested not anchored not stored refs pending

Kalman Linear Attention: Parallel Bayesian Filtering For Efficient Language Modelling and State Tracking

Aidan Scannell, Amos Storkey, Andras Szecsenyi, Cameron Barker, Elliot J. Crowley, Vaisakh Shaj

arxiv:2602.10743 v2 · 2026-02-11 · 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{C6YVXQIKVBW6CGLM7HCRZIYASK}

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	2026-06-11T01:10:32.975532Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

17b15bc10aa86de1196cf9c51ca3009290a4b9f1c811fa0f5460729827330686

Aliases

arxiv: 2602.10743 · arxiv_version: 2602.10743v2 · doi: 10.48550/arxiv.2602.10743 · pith_short_12: C6YVXQIKVBW6 · pith_short_16: C6YVXQIKVBW6CGLM · pith_short_8: C6YVXQIK

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/C6YVXQIKVBW6CGLM7HCRZIYASK \
  | 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: 17b15bc10aa86de1196cf9c51ca3009290a4b9f1c811fa0f5460729827330686

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a935175e9fb4e3b8b6840919142071cad60f3e1114dd64d37fef50fcc4929f05",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-02-11T11:11:45Z",
    "title_canon_sha256": "003cdb8ffb3a00f79ba6add82c0331a7d6813869c1b4fdb7df56f939f982e8df"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.10743",
    "kind": "arxiv",
    "version": 2
  }
}