Pith Number

pith:QP5TDKJV

pith:2026:QP5TDKJVMYRBQPCZLU6I4DA7PQ

not attested not anchored not stored refs pending

Do Encoders Suffice? A Systematic Comparison of Encoder and Decoder Safety Judges for LLM Adversarial Evaluation

Han Jeon, Joseph Voyles, Matt Wood, Shiv Medler

arxiv:2606.25782 v1 · 2026-06-24 · 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{QP5TDKJVMYRBQPCZLU6I4DA7PQ}

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	2026-06-25T01:18:15.018515Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

83fb31a9356622183c595d3c8e0c1f7c12e728e8e425dd99edde67971f472dfa

Aliases

arxiv: 2606.25782 · arxiv_version: 2606.25782v1 · doi: 10.48550/arxiv.2606.25782 · pith_short_12: QP5TDKJVMYRB · pith_short_16: QP5TDKJVMYRBQPCZ · pith_short_8: QP5TDKJV

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/QP5TDKJVMYRBQPCZLU6I4DA7PQ \
  | 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: 83fb31a9356622183c595d3c8e0c1f7c12e728e8e425dd99edde67971f472dfa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "327b843ee537e47e886fb20e63c01ac164bdac703a6f493bcf575f78fb044b96",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-24T13:00:25Z",
    "title_canon_sha256": "a5ab0f2b6540c3ff7de63b537b8208c386e91da5fd00bbf90a8730d66d664ebd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.25782",
    "kind": "arxiv",
    "version": 1
  }
}