Pith Number

pith:TK6HA2AF

pith:2024:TK6HA2AFFAKUVCG2UUR632YEH3

not attested not anchored not stored refs pending

Engineering Trustworthy AI: A Developer Guide for Empirical Risk Minimization

Alexander Jung, Diana Pfau

arxiv:2410.19361 v2 · 2024-10-25 · 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{TK6HA2AFFAKUVCG2UUR632YEH3}

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

Beyond Explainability: The Case for AI Validation

Receipt and verification

First computed	2026-07-05T09:31:49.881387Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9abc70680528154a88daa523edeb043ecb027d32cfe33c561d65f645ae0f4144

Aliases

arxiv: 2410.19361 · arxiv_version: 2410.19361v2 · doi: 10.48550/arxiv.2410.19361 · pith_short_12: TK6HA2AFFAKU · pith_short_16: TK6HA2AFFAKUVCG2 · pith_short_8: TK6HA2AF

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/TK6HA2AFFAKUVCG2UUR632YEH3 \
  | 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: 9abc70680528154a88daa523edeb043ecb027d32cfe33c561d65f645ae0f4144

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a6e29fed2c0f5a78b4829dd12bb51ef4357f4c3ffc4993cd65bd7722be0bc230",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-10-25T07:53:32Z",
    "title_canon_sha256": "d8a5b10e1f8135ee17442d41c6e35ffd52ebd6ca221bcec17dfeb0cb763558a4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.19361",
    "kind": "arxiv",
    "version": 2
  }
}