Pith Number

pith:NILQ7NL2

pith:2026:NILQ7NL2BJPERU2XWSN2FVWFU3

not attested not anchored not stored refs pending

Meta-Attention: Bayesian Per-Token Routing for Efficient Transformer Inference

Alan Ferrari

arxiv:2605.28384 v1 · 2026-05-27 · 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{NILQ7NL2BJPERU2XWSN2FVWFU3}

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	2026-05-28T01:05:16.679290Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6a170fb57a0a5e48d357b49ba2d6c5a6c4ab0413fcae9077ac5511cd5726d639

Aliases

arxiv: 2605.28384 · arxiv_version: 2605.28384v1 · doi: 10.48550/arxiv.2605.28384 · pith_short_12: NILQ7NL2BJPE · pith_short_16: NILQ7NL2BJPERU2X · pith_short_8: NILQ7NL2

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/NILQ7NL2BJPERU2XWSN2FVWFU3 \
  | 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: 6a170fb57a0a5e48d357b49ba2d6c5a6c4ab0413fcae9077ac5511cd5726d639

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6ca8e04244276a47a0f6c83becedda37d36f227b7d5047c1d7e39890be528142",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-27T12:21:28Z",
    "title_canon_sha256": "2c194302fa2c6074f663a031418fba8bca20b3e22c2a9cd51abf07e23ce2c98f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.28384",
    "kind": "arxiv",
    "version": 1
  }
}