Pith Number

pith:QKFJKN2R

pith:2025:QKFJKN2R4TG7B7QOOCBP32ANAP

not attested not anchored not stored refs pending

Autonomous Computer Vision Development with Agentic AI

Jin Kim, John M. Hoffman, Matthew S. Brown, Muhammad Wahi-Anwa, Sangyun Park, Shawn Shin

arxiv:2506.11140 v3 · 2025-06-11 · cs.CV · cs.AI · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QKFJKN2R4TG7B7QOOCBP32ANAP}

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

VTOS: Learning to Orchestrate Vision Tools by Co-Searching Solutions and Observers

Receipt and verification

First computed	2026-07-05T11:24:23.052240Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

828a953751e4cdf0fe0e7082fde80d03d0d6b2a49d52f081c4bcbf46010164fe

Aliases

arxiv: 2506.11140 · arxiv_version: 2506.11140v3 · doi: 10.48550/arxiv.2506.11140 · pith_short_12: QKFJKN2R4TG7 · pith_short_16: QKFJKN2R4TG7B7QO · pith_short_8: QKFJKN2R

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/QKFJKN2R4TG7B7QOOCBP32ANAP \
  | 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: 828a953751e4cdf0fe0e7082fde80d03d0d6b2a49d52f081c4bcbf46010164fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a33d5d2668964bd1e3e9314177f3af2ce2e1369e2e91a346fb69fa321666609c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-11T02:21:19Z",
    "title_canon_sha256": "f5ef0694522262a9abed50787fb6353e3c57f4eba3d9fb88f00f2aac03af06d6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.11140",
    "kind": "arxiv",
    "version": 3
  }
}