Pith. sign in
Pith Number

pith:F6GZYHF7

pith:2025:F6GZYHF7M5AML76YFJDXJQ26BD
not attested not anchored not stored refs pending

Test Automation for Interactive Scenarios via Promptable Traffic Simulation

Alessandro Zanardi, Augusto Mondelli, Emilio Frazzoli, Yueshan Li

arxiv:2506.01199 v2 · 2025-06-01 · cs.AI · cs.RO

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{F6GZYHF7M5AML76YFJDXJQ26BD}

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 2026-07-05T11:16:09.389159Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2f8d9c1cbf6740c5ffd82a4774c35e08e18fea419f406644207871e61aa95625

Aliases

arxiv: 2506.01199 · arxiv_version: 2506.01199v2 · doi: 10.48550/arxiv.2506.01199 · pith_short_12: F6GZYHF7M5AM · pith_short_16: F6GZYHF7M5AML76Y · pith_short_8: F6GZYHF7
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/F6GZYHF7M5AML76YFJDXJQ26BD \
  | 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: 2f8d9c1cbf6740c5ffd82a4774c35e08e18fea419f406644207871e61aa95625
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "544ff5aa3a5ca38e04de3ca9872dc810bbe59598beb87af8f9dfbdba3576d8ed",
    "cross_cats_sorted": [
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-06-01T22:29:32Z",
    "title_canon_sha256": "2031f3c611c59e450f000d0407f590ed2e23e15acc7a0fd7f2786e292ece545d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.01199",
    "kind": "arxiv",
    "version": 2
  }
}