Pith Number

pith:GMT5ZAZI

pith:2025:GMT5ZAZIDKKOCDX5FK4HP5VYF6

not attested not anchored not stored refs pending

LLM-Guided Evolution: An Autonomous Model Optimization for Object Detection

Jason Zutty, Yiming Yu

arxiv:2504.02280 v1 · 2025-04-03 · cs.NE · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GMT5ZAZIDKKOCDX5FK4HP5VYF6}

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

Vision Meets Language: A RAG-Augmented YOLOv8 Framework for Coffee Disease Diagnosis and Farmer Assistance

Receipt and verification

First computed	2026-07-05T10:43:54.042536Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3327dc83281a94e10efd2ab877f6b82f9d18115851c6c1f262febc56dc3b1d57

Aliases

arxiv: 2504.02280 · arxiv_version: 2504.02280v1 · doi: 10.48550/arxiv.2504.02280 · pith_short_12: GMT5ZAZIDKKO · pith_short_16: GMT5ZAZIDKKOCDX5 · pith_short_8: GMT5ZAZI

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/GMT5ZAZIDKKOCDX5FK4HP5VYF6 \
  | 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: 3327dc83281a94e10efd2ab877f6b82f9d18115851c6c1f262febc56dc3b1d57

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bd593e75271b6b6d657f5471e8b97aed3bb3641c8f816085bab0071da30db3ad",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2025-04-03T05:06:06Z",
    "title_canon_sha256": "37af9657ea3e53e90c292820e37d38019a18f74dc6a82d9994135cef13800822"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.02280",
    "kind": "arxiv",
    "version": 1
  }
}