Pith Number

pith:VWQTV4OS

pith:2024:VWQTV4OSHRINX7UMODELWKFR3G

not attested not anchored not stored refs pending

Does Safety Training of LLMs Generalize to Semantically Related Natural Prompts?

Arun Suggala, Karthikeyan Shanmugam, Prateek Jain, Sravanti Addepalli, Yerram Varun

arxiv:2412.03235 v2 · 2024-12-04 · cs.CL · 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{VWQTV4OSHRINX7UMODELWKFR3G}

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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

4 papers in Pith

Benchmarking and Improving Monitors for Out-Of-Distribution Alignment Failure in LLMs

Evolving and Detecting Multi-Turn Deception using Geometric Signatures

Benchmarking and Improving Monitors for Out-Of-Distribution Alignment Failure in LLMs

Towards Context-Invariant Safety Alignment for Large Language Models

Receipt and verification

First computed	2026-07-05T10:38:39.087513Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ada13af1d23c50dbfe8c70c8bb28b1d9bc556fa0bd3811d38a51d06ad840aee3

Aliases

arxiv: 2412.03235 · arxiv_version: 2412.03235v2 · doi: 10.48550/arxiv.2412.03235 · pith_short_12: VWQTV4OSHRIN · pith_short_16: VWQTV4OSHRINX7UM · pith_short_8: VWQTV4OS

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/VWQTV4OSHRINX7UMODELWKFR3G \
  | 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: ada13af1d23c50dbfe8c70c8bb28b1d9bc556fa0bd3811d38a51d06ad840aee3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8adf742bbe01a94007d5e3a6fe82a2c1659f1e56a59d23f7ff09d3af8dbe1595",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-04T11:36:37Z",
    "title_canon_sha256": "e442c27e2af477da1254784dbbcf015ce9031ab04d45b9ea394eb0448548c09a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03235",
    "kind": "arxiv",
    "version": 2
  }
}