Pith Number

pith:DMAM6VNO

pith:2025:DMAM6VNO6W5QXPS35UIVNVSCHE

not attested not anchored not stored refs pending

On Vanishing Variance in Transformer Length Generalization

Gabrijel Boduljak, Jensen (Jinghao) Zhou, Ruining Li

arxiv:2504.02827 v1 · 2025-04-03 · 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{DMAM6VNO6W5QXPS35UIVNVSCHE}

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.

Cited by

1 paper in Pith

Can Language Models Actually Retrieve In-Context? Drowning in Documents at Million Token Scale

Receipt and verification

First computed	2026-07-05T10:44:02.911512Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b00cf55aef5bb0bbe5bed1156d642391fac3ceffc05a7d5d4ed73111409c811

Aliases

arxiv: 2504.02827 · arxiv_version: 2504.02827v1 · doi: 10.48550/arxiv.2504.02827 · pith_short_12: DMAM6VNO6W5Q · pith_short_16: DMAM6VNO6W5QXPS3 · pith_short_8: DMAM6VNO

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/DMAM6VNO6W5QXPS35UIVNVSCHE \
  | 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: 1b00cf55aef5bb0bbe5bed1156d642391fac3ceffc05a7d5d4ed73111409c811

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7032d59ffa6efd6e1c69398347a35724e1387ea2eea5da9c38433834017be1f7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-03T17:59:56Z",
    "title_canon_sha256": "c4eb3069d85598dde575a9a044fe38b2e18091ab0cbba27555bc24dafc0bb257"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.02827",
    "kind": "arxiv",
    "version": 1
  }
}