Pith Number

pith:4CBNVM57

pith:2026:4CBNVM57HDM247R2PGJ7DENBF7

not attested not anchored not stored refs pending

Random Parameter Noise Does Not Make Exact ReLU Verification Easy

Mojtaba Soltanalian

arxiv:2607.14375 v1 · 2026-07-15 · cs.CC · 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{4CBNVM57HDM247R2PGJ7DENBF7}

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	2026-07-17T00:21:08.483102Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e082dab3bf38d9ae7e3a7993f191a12fd422f6c03197ace81b8f29d70fd9d140

Aliases

arxiv: 2607.14375 · arxiv_version: 2607.14375v1 · doi: 10.48550/arxiv.2607.14375 · pith_short_12: 4CBNVM57HDM2 · pith_short_16: 4CBNVM57HDM247R2 · pith_short_8: 4CBNVM57

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/4CBNVM57HDM247R2PGJ7DENBF7 \
  | 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: e082dab3bf38d9ae7e3a7993f191a12fd422f6c03197ace81b8f29d70fd9d140

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0702306bddcb76b6204cb7c880fa40193d5cfefdd99073b77b9e7bbfce8128f1",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CC",
    "submitted_at": "2026-07-15T21:26:20Z",
    "title_canon_sha256": "f5c8a9925637b23765b75d62b82b4ddec55c17f47790929face280a7f4520483"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.14375",
    "kind": "arxiv",
    "version": 1
  }
}