Pith Number

pith:DN4LQ5YA

pith:2025:DN4LQ5YAOV3WLUXW2PAZ4MHB5Z

not attested not anchored not stored refs pending

Guardians and Offenders: A Survey on Harmful Content Generation and Safety Mitigation of LLM

Changjia Zhu, Chi Zhang, Junjie Xiong, Lingyao Li, Xiaoran Xu, Yao Liu, Zhuo Lu

arxiv:2508.05775 v2 · 2025-08-07 · cs.CL · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DN4LQ5YAOV3WLUXW2PAZ4MHB5Z}

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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

5 papers in Pith

BarrierSteer: LLM Safety via Learning Barrier Steering

Do Coding Agents Understand Least-Privilege Authorization?

One Turn Too Late: Response-Aware Defense Against Hidden Malicious Intent in Multi-Turn Dialogue

Why Do Large Language Models Generate Harmful Content?

Receipt and verification

First computed	2026-07-05T11:53:07.015210Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b78b87700757765d2f6d3c19e30e1ee5bc79a89c5df8b644f9331f207a34512

Aliases

arxiv: 2508.05775 · arxiv_version: 2508.05775v2 · doi: 10.48550/arxiv.2508.05775 · pith_short_12: DN4LQ5YAOV3W · pith_short_16: DN4LQ5YAOV3WLUXW · pith_short_8: DN4LQ5YA

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/DN4LQ5YAOV3WLUXW2PAZ4MHB5Z \
  | 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: 1b78b87700757765d2f6d3c19e30e1ee5bc79a89c5df8b644f9331f207a34512

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "35bc93a96ed9e8e53e32f7fb85ed1eae9d77950b5644f6a10a583accfa69a031",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-07T18:42:16Z",
    "title_canon_sha256": "b2e7e305791732277c285ba152b7ee9d9cf3d6cae0ea7952aca44062728615ac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.05775",
    "kind": "arxiv",
    "version": 2
  }
}