Pith Number

pith:PX3B3GGN

pith:2025:PX3B3GGNLJY7YLNTX4AK7MJF7Z

not attested not anchored not stored refs pending

Lightweight Safety Guardrails via Synthetic Data and RL-guided Adversarial Training

Aleksei Ilin, Gor Matevosyan, Haluk Noyan Tokgozoglu, Muqun Li, Riyaaz Shaik, Suhaa Dada, Vladimir Eremin, Xueying Ma

arxiv:2507.08284 v1 · 2025-07-11 · cs.LG · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PX3B3GGNLJY7YLNTX4AK7MJF7Z}

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	2026-07-05T11:35:20.757802Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7df61d98cd5a71fc2db3bf00afb125fe688dcd9bf099a5146dfa8531e77b9625

Aliases

arxiv: 2507.08284 · arxiv_version: 2507.08284v1 · doi: 10.48550/arxiv.2507.08284 · pith_short_12: PX3B3GGNLJY7 · pith_short_16: PX3B3GGNLJY7YLNT · pith_short_8: PX3B3GGN

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/PX3B3GGNLJY7YLNTX4AK7MJF7Z \
  | 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: 7df61d98cd5a71fc2db3bf00afb125fe688dcd9bf099a5146dfa8531e77b9625

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b2f2b0e54170a85572022cd3747b00fbc1c3b74f8d688ef9352a85bee7986188",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-11T03:17:58Z",
    "title_canon_sha256": "81ed26466b6d273a223c84856471833954cce7ff89d087f7f6e822db5f8e3017"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.08284",
    "kind": "arxiv",
    "version": 1
  }
}