Pith Number

pith:C5ESI5RW

pith:2025:C5ESI5RWL7E5DSN6LJJDMTIWQQ

not attested not anchored not stored refs pending

Safety in safe Bayesian optimization and its ramifications for control

Christian Fiedler, Johanna Menn, Sebastian Trimpe

arxiv:2501.13697 v1 · 2025-01-23 · eess.SY · cs.SY · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{C5ESI5RWL7E5DSN6LJJDMTIWQQ}

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	2026-07-05T10:04:32.780116Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

17492476365fc9d1c9be5a52364d16841c90f73ceb9aee36e0c8e9c6354360cd

Aliases

arxiv: 2501.13697 · arxiv_version: 2501.13697v1 · doi: 10.48550/arxiv.2501.13697 · pith_short_12: C5ESI5RWL7E5 · pith_short_16: C5ESI5RWL7E5DSN6 · pith_short_8: C5ESI5RW

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/C5ESI5RWL7E5DSN6LJJDMTIWQQ \
  | 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: 17492476365fc9d1c9be5a52364d16841c90f73ceb9aee36e0c8e9c6354360cd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f68740510eed0b920205b38c4e69fd4ebc714c3cd0ee965617e840c148315050",
    "cross_cats_sorted": [
      "cs.SY",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2025-01-23T14:24:11Z",
    "title_canon_sha256": "42ed719b8f1b24dad4d7df8a691b155d1d3d282e7d2669003c668be8e5bfa7bd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.13697",
    "kind": "arxiv",
    "version": 1
  }
}