Pith Number

pith:FRXXODSN

pith:2026:FRXXODSNPYUTUYQVQC2JZLM52G

not attested not anchored not stored refs pending

AUTOPILOT VQA: Benchmarking Vision-Language Models for Incident-Centric Dashcam Understanding

Ali AlShami, Jugal Kalita, Radhika Gupta, Ryan Rabinowitz, Siddharth Damodharan

arxiv:2607.08745 v1 · 2026-07-09 · cs.AI · 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{FRXXODSNPYUTUYQVQC2JZLM52G}

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	2026-07-10T01:19:59.026548Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c6f770e4d7e293a621580b49cad9dd18fcc43077b3e03b83e63d5a4d4a17ede

Aliases

arxiv: 2607.08745 · arxiv_version: 2607.08745v1 · doi: 10.48550/arxiv.2607.08745 · pith_short_12: FRXXODSNPYUT · pith_short_16: FRXXODSNPYUTUYQV · pith_short_8: FRXXODSN

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/FRXXODSNPYUTUYQVQC2JZLM52G \
  | 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: 2c6f770e4d7e293a621580b49cad9dd18fcc43077b3e03b83e63d5a4d4a17ede

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "57b2c37129e51d20df579dfa144084eae00c83c85e5672ec0b19e493c4b280b4",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-07-09T17:46:24Z",
    "title_canon_sha256": "d551c3bf8e5b1a5e33ee5c6e39f16c80567dd92a4be94b5a9ed180d0d8fe7c53"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.08745",
    "kind": "arxiv",
    "version": 1
  }
}