Pith Number

pith:3MCUUTMR

pith:2021:3MCUUTMRQ3B5EO7P7FWOQCJ7PY

not attested not anchored not stored refs pending

White Paper Machine Learning in Certified Systems

Adrien Gauffriau, Alexandre Albore, Alexandre Hervieu, Baptiste Lefevre, Bernard Beaudouin, Brice Beltran, Camille Chapdelaine, Christophe Gabreau, Claire Pagetti, Cyril Cappi, Didier Duchel, Eric Jenn, Florence De Grancey, Franck Mamalet, Ghilaine Martinez, Gregory Flandin, Herv\'e Delseny, Hugues Bonnin, Jean-Brice Ginestet, Jean-Marc Gabriel, Kevin Delmas, Laurent Gard\`es, Lucian Alecu, Ludovic Ponsolle, Mathieu Damour, S\'ebastien Gerchinovitz, Sylvaine Picard, Sylvain Pasquet

arxiv:2103.10529 v1 · 2021-03-18 · cs.AI · 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{3MCUUTMRQ3B5EO7P7FWOQCJ7PY}

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

Approach Towards Semi-Automated Certification for Low Criticality ML-Enabled Airborne Applications

Receipt and verification

First computed	2026-07-05T02:24:42.240429Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

db054a4d9186c3d23beff96ce8093f7e31716ffb0dbf2a484b1a4ec22df9ff4b

Aliases

arxiv: 2103.10529 · arxiv_version: 2103.10529v1 · doi: 10.48550/arxiv.2103.10529 · pith_short_12: 3MCUUTMRQ3B5 · pith_short_16: 3MCUUTMRQ3B5EO7P · pith_short_8: 3MCUUTMR

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/3MCUUTMRQ3B5EO7P7FWOQCJ7PY \
  | 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: db054a4d9186c3d23beff96ce8093f7e31716ffb0dbf2a484b1a4ec22df9ff4b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d8299796714aff8edd96fb364caed083e9e454216774287da1f8fb7583299a01",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2021-03-18T21:14:30Z",
    "title_canon_sha256": "88926d8ef7b69581ee8920bc99b2f857f4a72bb160265571f30fdc463fc4b82a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.10529",
    "kind": "arxiv",
    "version": 1
  }
}