Pith Number

pith:2TBVCSYL

pith:2026:2TBVCSYLDSQ2LIQANWGZ5ACGD2

not attested not anchored not stored refs pending

From Arithmetic to Logic: The Resilience of Logic and Lookup-Based Neural Networks Under Parameter Bit-Flips

Alan T. L. Bacellar, Allison Seigler, Felipe M. G. Fran\c{c}a, Lizy K. John, Priscila M. V. Lima, Sathvik Chemudupati, Shashank Nag

arxiv:2603.22770 v2 · 2026-03-24 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2TBVCSYLDSQ2LIQANWGZ5ACGD2}

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	2026-07-07T00:15:54.394183Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d4c3514b0b1ca1a5a2006d8d9e80461eb6d4b7535ef537c278712bdd3c725599

Aliases

arxiv: 2603.22770 · arxiv_version: 2603.22770v2 · doi: 10.48550/arxiv.2603.22770 · pith_short_12: 2TBVCSYLDSQ2 · pith_short_16: 2TBVCSYLDSQ2LIQA · pith_short_8: 2TBVCSYL

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/2TBVCSYLDSQ2LIQANWGZ5ACGD2 \
  | 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: d4c3514b0b1ca1a5a2006d8d9e80461eb6d4b7535ef537c278712bdd3c725599

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0c4964981da136a6b7a4df9b3a9b24555054dde466ce7b616bf1b3069fe35625",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-03-24T03:53:04Z",
    "title_canon_sha256": "2e03868da5af776e9ca67f90343b0816202f59f93081094614f247cfc34002d1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.22770",
    "kind": "arxiv",
    "version": 2
  }
}