Pith Number

pith:PXO5GPTV

pith:2025:PXO5GPTVLO4H3RGVFUVBRRFYDA

not attested not anchored not stored refs pending

Towards safe control parameter tuning in distributed multi-agent systems

Abdullah Tokmak, Dominik Baumann, Thomas B. Sch\"on

arxiv:2508.13608 v1 · 2025-08-19 · eess.SY · cs.LG · cs.SY · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PXO5GPTVLO4H3RGVFUVBRRFYDA}

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	2026-07-05T11:55:51.061030Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7dddd33e755bb87dc4d52d2a18c4b81809da143d59c0b12e7bc2a8cbff169dcd

Aliases

arxiv: 2508.13608 · arxiv_version: 2508.13608v1 · doi: 10.48550/arxiv.2508.13608 · pith_short_12: PXO5GPTVLO4H · pith_short_16: PXO5GPTVLO4H3RGV · pith_short_8: PXO5GPTV

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/PXO5GPTVLO4H3RGVFUVBRRFYDA \
  | 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: 7dddd33e755bb87dc4d52d2a18c4b81809da143d59c0b12e7bc2a8cbff169dcd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c96b26a2718f89918602aaa70d5a394c82a91ec02835b08b633f3d49b4bd1393",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2025-08-19T08:13:53Z",
    "title_canon_sha256": "29425a8f26ba7c7ca2a291dba1e64689510efe57777b84d9b25bc1013ef55612"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.13608",
    "kind": "arxiv",
    "version": 1
  }
}