Pith Number

pith:NI2ARDGO

pith:2025:NI2ARDGO7FLRTOPLYSBIFZCG4U

not attested not anchored not stored refs pending

Bridging Human Oversight and Black-box Driver Assistance: Vision-Language Models for Predictive Alerting in Lane Keeping Assist Systems

Hao Zhou, Yuhang Wang

arxiv:2505.11535 v1 · 2025-05-14 · cs.RO · cs.CV · 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{NI2ARDGO7FLRTOPLYSBIFZCG4U}

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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

NuRisk: A Visual Question Answering Dataset for Agent-Level Risk Assessment in Autonomous Driving

Receipt and verification

First computed	2026-07-05T11:04:23.337859Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6a34088ccef95719b9ebc48282e446e507cf1a9300d3136e684f84dce651c08d

Aliases

arxiv: 2505.11535 · arxiv_version: 2505.11535v1 · doi: 10.48550/arxiv.2505.11535 · pith_short_12: NI2ARDGO7FLR · pith_short_16: NI2ARDGO7FLRTOPL · pith_short_8: NI2ARDGO

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/NI2ARDGO7FLRTOPLYSBIFZCG4U \
  | 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: 6a34088ccef95719b9ebc48282e446e507cf1a9300d3136e684f84dce651c08d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e0d8ff79b90e3e367f59e6b5c6599e70f15db995b1dcc0bd136d925502780b7d",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2025-05-14T03:11:47Z",
    "title_canon_sha256": "0fb780febc9c6354e18016cd5379dcb6506882c98ac3a3b265a40f48e134f5ae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.11535",
    "kind": "arxiv",
    "version": 1
  }
}