Pith Number

pith:7UXUUP7H

pith:2026:7UXUUP7HMZU6USS5TBDFIZNOQZ

not attested not anchored not stored refs pending

Exploring the Cryptographic Limits of Transformer Networks

Andis Draguns, Christian Schroeder de Witt, Isaac Robinson, Philip Torr, Stefan Domunco

arxiv:2606.29389 v1 · 2026-06-28 · cs.CR · 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{7UXUUP7HMZU6USS5TBDFIZNOQZ}

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	2026-06-30T01:18:04.430320Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fd2f4a3fe76669ea4a5d98465465ae86475f2d0390967e7397420add45c18a63

Aliases

arxiv: 2606.29389 · arxiv_version: 2606.29389v1 · doi: 10.48550/arxiv.2606.29389 · pith_short_12: 7UXUUP7HMZU6 · pith_short_16: 7UXUUP7HMZU6USS5 · pith_short_8: 7UXUUP7H

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/7UXUUP7HMZU6USS5TBDFIZNOQZ \
  | 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: fd2f4a3fe76669ea4a5d98465465ae86475f2d0390967e7397420add45c18a63

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "319e477d2132eedfc74ccb74b556dc37dbaf6c3459aee55351d79a5554cfd437",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-06-28T13:26:01Z",
    "title_canon_sha256": "c61fce82e6e83f0fa7a0fd2f6b2d552bd98ae359f0ceee84529d211bbabac727"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.29389",
    "kind": "arxiv",
    "version": 1
  }
}