Pith Number

pith:UAUIGELU

pith:2026:UAUIGELU6SO3IT7AC6NOKJKAU6

not attested not anchored not stored refs pending

Characterizing Learning in Deep Neural Networks using Tractable Algorithmic Complexity Analysis

Jonathan Wensh{\o}j, Mahmoud Afifi, Pedram Bakhtiarifard, Raghavendra Selvan, Sophia N. Wilson

arxiv:2605.15551 v1 · 2026-05-15 · 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{UAUIGELU6SO3IT7AC6NOKJKAU6}

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	2026-05-20T00:01:04.962197Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a028831174f49db44fe0179ae52540a79b46146a1492d62d17a245300957b3e3

Aliases

arxiv: 2605.15551 · arxiv_version: 2605.15551v1 · doi: 10.48550/arxiv.2605.15551 · pith_short_12: UAUIGELU6SO3 · pith_short_16: UAUIGELU6SO3IT7A · pith_short_8: UAUIGELU

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/UAUIGELU6SO3IT7AC6NOKJKAU6 \
  | 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: a028831174f49db44fe0179ae52540a79b46146a1492d62d17a245300957b3e3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2f91a101a0083fafe06696b82948df307e1e713a6fce610461b487e771d1a53b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-15T02:44:25Z",
    "title_canon_sha256": "aa601fe04f35f6d135f7562c93d118ed885d275b37c289c0a7f7330e284218ed"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.15551",
    "kind": "arxiv",
    "version": 1
  }
}