Pith. sign in
Pith Number

pith:RDX32DKS

pith:2025:RDX32DKSAUIGW4T76DJ77WNDZC
not attested not anchored not stored refs pending

A Representation Engineering Perspective on the Effectiveness of Multi-Turn Jailbreaks

Ahmed Salem, Amanda Minnich, Blake Bullwinkel, Daniel Jones, Eugenia Kim, Giorgio Severi, Keegan Hines, Mark Russinovich, Ram Shankar Siva Kumar, Santiago Zanella-Beguelin, Yonatan Zunger

arxiv:2507.02956 v1 · 2025-06-29 · cs.CR · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?
Add to your LaTeX paper 
\usepackage{pith}
\pithnumber{RDX32DKSAUIGW4T76DJ77WNDZC}

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.

Cited by

4 papers in Pith

On the Inseparability of Instructions and Data in Shared-Embedding Sequence Models
From AI-Generated Content to Agentic Action: Security and Safety Threats in Generative AI
Mitigating Many-shot Jailbreak Attacks with One Single Demonstration
The Salami Slicing Threat: Exploiting Cumulative Risks in LLM Systems
Receipt and verification
First computed 2026-07-05T11:31:49.469851Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

88efbd0d5205106b727ff0d3ffd9a3c88c0f8c58621924ff7a301c08c98c1a34

Aliases

arxiv: 2507.02956 · arxiv_version: 2507.02956v1 · doi: 10.48550/arxiv.2507.02956 · pith_short_12: RDX32DKSAUIG · pith_short_16: RDX32DKSAUIGW4T7 · pith_short_8: RDX32DKS
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/RDX32DKSAUIGW4T76DJ77WNDZC \
  | 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: 88efbd0d5205106b727ff0d3ffd9a3c88c0f8c58621924ff7a301c08c98c1a34
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "e07252f98e701f340b56d4ddfcc3030c85f09f015419656fa77593f9701fe635",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-06-29T23:28:55Z",
    "title_canon_sha256": "db0733ea59a283a5b1665fd6b3efed076aac2b834eca40c5e661779b69203150"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.02956",
    "kind": "arxiv",
    "version": 1
  }
}