Pith Number

pith:WO34R44D

pith:2026:WO34R44DI2FZDUCLDRZ22YVZ7E

not attested not anchored not stored refs pending

Dead Directions: Geometric Singular Learning

Tejas Pradeep Shirodkar

arxiv:2606.05957 v1 · 2026-06-04 · cs.LG · 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{WO34R44DI2FZDUCLDRZ22YVZ7E}

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

Dead-Direction Conditioners: Gauge-Equivariant Preconditioning for Deep Networks

Receipt and verification

First computed	2026-06-05T01:15:28.762877Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b3b7c8f383468b91d04b1c73ad62b9f91a393113ccedf09e9e31f817850c3173

Aliases

arxiv: 2606.05957 · arxiv_version: 2606.05957v1 · doi: 10.48550/arxiv.2606.05957 · pith_short_12: WO34R44DI2FZ · pith_short_16: WO34R44DI2FZDUCL · pith_short_8: WO34R44D

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/WO34R44DI2FZDUCLDRZ22YVZ7E \
  | 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: b3b7c8f383468b91d04b1c73ad62b9f91a393113ccedf09e9e31f817850c3173

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5892c1ad72e4bfba58586ec8cc450770ac4b3818a670264985e1b79b00972887",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-04T09:54:08Z",
    "title_canon_sha256": "1072eaa7c138bd8bc3a6a72a33dd7cf1a23658099348780d13cebf9b7b131d57"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.05957",
    "kind": "arxiv",
    "version": 1
  }
}