Pith Number

pith:VZIHUDZQ

pith:2025:VZIHUDZQBCG7EIHFRK6QQHTDY4

not attested not anchored not stored refs pending

Adaptive Two Sided Laplace Transforms: A Learnable, Interpretable, and Scalable Replacement for Self-Attention

Andrew Kiruluta

arxiv:2506.15714 v1 · 2025-06-01 · cs.LG · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VZIHUDZQBCG7EIHFRK6QQHTDY4}

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	2026-07-05T11:23:50.955931Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ae507a0f30088df220e58abd081e63c72495b6fd0d6352552cbf7dd935407abd

Aliases

arxiv: 2506.15714 · arxiv_version: 2506.15714v1 · doi: 10.48550/arxiv.2506.15714 · pith_short_12: VZIHUDZQBCG7 · pith_short_16: VZIHUDZQBCG7EIHF · pith_short_8: VZIHUDZQ

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/VZIHUDZQBCG7EIHFRK6QQHTDY4 \
  | 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: ae507a0f30088df220e58abd081e63c72495b6fd0d6352552cbf7dd935407abd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "610b4e4de97168ba2cc261add505805935e54f6bf9e3c2c224ed2db32972c727",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-01T00:32:24Z",
    "title_canon_sha256": "0c0efe0f35bd205fa4d19bca3b5c61d96df29044720dc33edd062af667b07781"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.15714",
    "kind": "arxiv",
    "version": 1
  }
}