Pith Number

pith:UBACXGOU

pith:2025:UBACXGOUFOBJ3W2CQORA6ZNAOO

not attested not anchored not stored refs pending

Incorporating Failure of Machine Learning in Dynamic Probabilistic Safety Assurance

Koorosh Aslansefat, Mahmoud Asgari, Razieh Arshadizadeh, Yiannis Papadopoulos, Zeinab Khosravi

arxiv:2506.06868 v1 · 2025-06-07 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UBACXGOUFOBJ3W2CQORA6ZNAOO}

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	2026-07-05T11:17:57.117949Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a0402b99d42b829ddb4283a20f65a073b18cd1c404704c57aae16112a9a81bf6

Aliases

arxiv: 2506.06868 · arxiv_version: 2506.06868v1 · doi: 10.48550/arxiv.2506.06868 · pith_short_12: UBACXGOUFOBJ · pith_short_16: UBACXGOUFOBJ3W2C · pith_short_8: UBACXGOU

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/UBACXGOUFOBJ3W2CQORA6ZNAOO \
  | 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: a0402b99d42b829ddb4283a20f65a073b18cd1c404704c57aae16112a9a81bf6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "02f6a7b2fa5e83b2adb5c855deef44beaf7f45cbb73c9e78c5a7cca8c4842658",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-06-07T17:16:05Z",
    "title_canon_sha256": "6eb5478aa601931033006615320ba874e4e18a6a7523bd240335ecb70fc198f1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.06868",
    "kind": "arxiv",
    "version": 1
  }
}