Pith Number

pith:UX2UWJ2S

pith:2026:UX2UWJ2SCCG5NJAUZF7SOHBPEQ

not attested not anchored not stored refs pending

AutoNorm: Understanding Adaptive Normalization in Transformers through Differentiable Gating

Ayush Ranjan, Divyanshu Rai, Krutika Verma, Kumar Aakash, Piyush Kaushik Bhattacharyya, Swastik Singh

arxiv:2607.10593 v1 · 2026-07-12 · 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{UX2UWJ2SCCG5NJAUZF7SOHBPEQ}

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	2026-07-14T01:21:22.851295Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a5f54b2752108dd6a414c97f271c2f24070d5b9b83df69d166ecf6e23eaf7d31

Aliases

arxiv: 2607.10593 · arxiv_version: 2607.10593v1 · doi: 10.48550/arxiv.2607.10593 · pith_short_12: UX2UWJ2SCCG5 · pith_short_16: UX2UWJ2SCCG5NJAU · pith_short_8: UX2UWJ2S

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/UX2UWJ2SCCG5NJAUZF7SOHBPEQ \
  | 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: a5f54b2752108dd6a414c97f271c2f24070d5b9b83df69d166ecf6e23eaf7d31

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0efb1bd7cd850ba8f4ac84642bf9d9f92ceb5c7f4b66e55bc72b277be6ea3537",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-12T06:12:37Z",
    "title_canon_sha256": "8c25b7528d4cd659f19ad1947989f73254fb0460f09c02f21ac88298c486afb8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.10593",
    "kind": "arxiv",
    "version": 1
  }
}