Pith Number

pith:NRWPVJMN

pith:2025:NRWPVJMNDYPPTFTRRTC7PT4DZ7

not attested not anchored not stored refs pending

Enhancing Robustness of LLM-Driven Multi-Agent Systems through Randomized Smoothing

Jinwei Hu, Xiaowei Huang, Yi Dong, Zhengtao Ding

arxiv:2507.04105 v1 · 2025-07-05 · cs.AI · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NRWPVJMNDYPPTFTRRTC7PT4DZ7}

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	2026-07-05T11:32:42.041374Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6c6cfaa58d1e1ef996718cc5f7cf83cfe6778859e4095d17361cfdef39d1a9c3

Aliases

arxiv: 2507.04105 · arxiv_version: 2507.04105v1 · doi: 10.48550/arxiv.2507.04105 · pith_short_12: NRWPVJMNDYPP · pith_short_16: NRWPVJMNDYPPTFTR · pith_short_8: NRWPVJMN

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/NRWPVJMNDYPPTFTRRTC7PT4DZ7 \
  | 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: 6c6cfaa58d1e1ef996718cc5f7cf83cfe6778859e4095d17361cfdef39d1a9c3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4df11e9a8884e1cc39799511700a1483368ca2615a9bd3985e75c0a9219839de",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-05T17:26:08Z",
    "title_canon_sha256": "186f1e9b1cd1814b8f9d9f69e2667876cbab4e1c7e2a0969718c47953282df20"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.04105",
    "kind": "arxiv",
    "version": 1
  }
}