Pith Number

pith:OE3TS6XA

pith:2026:OE3TS6XA6QLWM2B3SJKJEU34RC

not attested not anchored not stored refs pending

Inverse Depth Scaling From Most Layers Being Similar

Jeff Gore, Sara Kangaslahti, Yizhou Liu, Ziming Liu

arxiv:2602.05970 v2 · 2026-02-05 · cs.LG · cs.AI · math.DS · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OE3TS6XA6QLWM2B3SJKJEU34RC}

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	2026-06-02T02:04:14.096864Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7137397ae0f41766683b925492537c88a73b5ce1be221b34b6e4af8b72c84c59

Aliases

arxiv: 2602.05970 · arxiv_version: 2602.05970v2 · doi: 10.48550/arxiv.2602.05970 · pith_short_12: OE3TS6XA6QLW · pith_short_16: OE3TS6XA6QLWM2B3 · pith_short_8: OE3TS6XA

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/OE3TS6XA6QLWM2B3SJKJEU34RC \
  | 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: 7137397ae0f41766683b925492537c88a73b5ce1be221b34b6e4af8b72c84c59

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f70a44942fe3ea7f785c14b09abfb3ca90db3d9a17584c538d23582367d5d9c0",
    "cross_cats_sorted": [
      "cs.AI",
      "math.DS",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-02-05T18:22:41Z",
    "title_canon_sha256": "b38732c9fbf6a35fef1adf0ece91b4f7ac9f4a1526b3b341889ae264afcb028b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.05970",
    "kind": "arxiv",
    "version": 2
  }
}