Pith Number

pith:KN6WKMXZ

pith:2026:KN6WKMXZVDI7UTN26XPTVKROVS

not attested not anchored not stored refs pending

Pre-Deployment Complexity Estimation for Federated Perception Systems

Bharat Bhargava, KMA Solaiman, Ruy de Oliveira, Shafkat Islam

arxiv:2603.28282 v2 · 2026-03-30 · cs.LG · cs.AI · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KN6WKMXZVDI7UTN26XPTVKROVS}

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	2026-07-23T01:24:25.403893Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

537d6532f9a8d1fa4dbaf5df3aaa2eac959bdfe74d614e5e7f1f5f02f018be30

Aliases

arxiv: 2603.28282 · arxiv_version: 2603.28282v2 · doi: 10.48550/arxiv.2603.28282 · pith_short_12: KN6WKMXZVDI7 · pith_short_16: KN6WKMXZVDI7UTN2 · pith_short_8: KN6WKMXZ

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/KN6WKMXZVDI7UTN26XPTVKROVS \
  | 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: 537d6532f9a8d1fa4dbaf5df3aaa2eac959bdfe74d614e5e7f1f5f02f018be30

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4c037b0a03574e91e45e02016af9db10e927f48d648b5db86af3b7482643960e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-03-30T11:04:28Z",
    "title_canon_sha256": "33d3e9d646ccef36bf599f2d18d5c5b53e3ecb52d44baea28b848feb54ae86e6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.28282",
    "kind": "arxiv",
    "version": 2
  }
}