Pith Number

pith:EQVHYHBP

pith:2025:EQVHYHBPQTFKTER2PPBYSXMIVQ

not attested not anchored not stored refs pending

Tempest: Autonomous Multi-Turn Jailbreaking of Large Language Models with Tree Search

Andy Zhou, Ron Arel

arxiv:2503.10619 v5 · 2025-03-13 · cs.AI · cs.CL · cs.CR

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\usepackage{pith}
\pithnumber{EQVHYHBPQTFKTER2PPBYSXMIVQ}

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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

NRT-Bench: Benchmarking Multi-Turn Red-Teaming of LLM Operator Agents in Safety-Critical Control Rooms

CoopGuard: Stateful Cooperative Agents Safeguarding LLMs Against Evolving Multi-Round Attacks

SoK: Robustness in Large Language Models against Jailbreak Attacks

Jailbreaking the Matrix: Nullspace Steering for Controlled Model Subversion

The Salami Slicing Threat: Exploiting Cumulative Risks in LLM Systems

Receipt and verification

First computed	2026-07-05T11:10:54.275491Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

242a7c1c2f84caa9923a7bc3895d88ac1b81c77d5c22d2f21ed7baba6654b94b

Aliases

arxiv: 2503.10619 · arxiv_version: 2503.10619v5 · doi: 10.48550/arxiv.2503.10619 · pith_short_12: EQVHYHBPQTFK · pith_short_16: EQVHYHBPQTFKTER2 · pith_short_8: EQVHYHBP

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/EQVHYHBPQTFKTER2PPBYSXMIVQ \
  | 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: 242a7c1c2f84caa9923a7bc3895d88ac1b81c77d5c22d2f21ed7baba6654b94b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d6176797e923fb322969238ebedc3b376e00f3369ef246edf7246896cf28400d",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-03-13T17:57:32Z",
    "title_canon_sha256": "71a358e549e7b2f2347ede9857dad70c1a7691edcf1903365a7003aa995f34a9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.10619",
    "kind": "arxiv",
    "version": 5
  }
}