Pith Number

pith:V4NWNXVE

pith:2026:V4NWNXVEELGFKAK2MRPKJVMLCU

not attested not anchored not stored refs pending

Layer-wise Derivative Controlled Networks Achieve Competitive Accuracy and Gradient Stability Across Data Regimes

Rowan Martnishn

arxiv:2606.07908 v1 · 2026-06-06 · 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{V4NWNXVEELGFKAK2MRPKJVMLCU}

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	2026-06-09T01:04:55.109107Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

af1b66dea422cc55015a645ea4d58b15040f784311896684c2604b53d7289188

Aliases

arxiv: 2606.07908 · arxiv_version: 2606.07908v1 · doi: 10.48550/arxiv.2606.07908 · pith_short_12: V4NWNXVEELGF · pith_short_16: V4NWNXVEELGFKAK2 · pith_short_8: V4NWNXVE

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/V4NWNXVEELGFKAK2MRPKJVMLCU \
  | 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: af1b66dea422cc55015a645ea4d58b15040f784311896684c2604b53d7289188

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d808bcbdafd1894d1d14f327be52958cfc86c4baa5066a6d644e9df4a5c57edd",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-06T00:14:22Z",
    "title_canon_sha256": "9e44958ba47f77f419de81c66537c1808d4ce9274e501e4554288f710aac623e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.07908",
    "kind": "arxiv",
    "version": 1
  }
}