Pith Number

pith:XLC5NG7Z

pith:2024:XLC5NG7ZMVHIL7M4HUFZAFUGPV

not attested not anchored not stored refs pending

Transformers Get Stable: An End-to-End Signal Propagation Theory for Language Models

Akhil Kedia, Haejun Lee, Harshith Goka, Jungho Jung, Mohd Abbas Zaidi, Sushil Khyalia

arxiv:2403.09635 v2 · 2024-03-14 · cs.CL · cs.AI · cs.CV · 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{XLC5NG7ZMVHIL7M4HUFZAFUGPV}

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	2026-07-05T08:45:26.312007Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bac5d69bf9654e85fd9c3d0b9016867d478a26ceb11f37d07f228104252855a6

Aliases

arxiv: 2403.09635 · arxiv_version: 2403.09635v2 · doi: 10.48550/arxiv.2403.09635 · pith_short_12: XLC5NG7ZMVHI · pith_short_16: XLC5NG7ZMVHIL7M4 · pith_short_8: XLC5NG7Z

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/XLC5NG7ZMVHIL7M4HUFZAFUGPV \
  | 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: bac5d69bf9654e85fd9c3d0b9016867d478a26ceb11f37d07f228104252855a6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "992db4f775f3786630ce44ffe911a683b938cfff5a048a89e0547d68c0dcf50f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-14T17:59:14Z",
    "title_canon_sha256": "fda40688546dba339ca0fdc49cf682bb6d1b919cedc8dac93fb3215a69aacb51"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.09635",
    "kind": "arxiv",
    "version": 2
  }
}