Pith Number

pith:CCONFNW5

pith:2024:CCONFNW5RAFIOWSZV5VLXK63FW

not attested not anchored not stored refs pending

Human-In-The-Loop Machine Learning for Safe and Ethical Autonomous Vehicles: Principles, Challenges, and Opportunities

Kai Li, Luis Almeida, Wei Ni, Yousef Emami, Zhu Han

arxiv:2408.12548 v2 · 2024-08-22 · 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{CCONFNW5RAFIOWSZV5VLXK63FW}

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

A Byzantine Fault Tolerance Approach towards AI Safety

Receipt and verification

First computed	2026-07-05T09:04:39.281659Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

109cd2b6dd880a875a59af6abbabdb2dab693106b06991f4131668072aa07097

Aliases

arxiv: 2408.12548 · arxiv_version: 2408.12548v2 · doi: 10.48550/arxiv.2408.12548 · pith_short_12: CCONFNW5RAFI · pith_short_16: CCONFNW5RAFIOWSZ · pith_short_8: CCONFNW5

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/CCONFNW5RAFIOWSZV5VLXK63FW \
  | 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: 109cd2b6dd880a875a59af6abbabdb2dab693106b06991f4131668072aa07097

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6f8c951972da1a835f8ea2dca932af68ea477f12ab401436bd553d5fd4e68e72",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-22T17:02:29Z",
    "title_canon_sha256": "f0d1505042cf815bb858abd01d1f1e940e875e981ce533e52ecdfbbfe8a78d53"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.12548",
    "kind": "arxiv",
    "version": 2
  }
}