Pith Number

pith:EUIE5JDL

pith:2025:EUIE5JDLAOFZDRHSUUDJWU5EY5

not attested not anchored not stored refs pending

Safety Tax: Safety Alignment Makes Your Large Reasoning Models Less Reasonable

Fatih Ilhan, Ling Liu, Selim Furkan Tekin, Sihao Hu, Tiansheng Huang, Yichang Xu, Zachary Yahn

arxiv:2503.00555 v2 · 2025-03-01 · cs.CR · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EUIE5JDLAOFZDRHSUUDJWU5EY5}

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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

27 papers in Pith

PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models

Speculative Decoding at Temperature Zero: A Scoped Safety-Invariance Screen with a 48,072-Sample Expansion

Safety in Self-Evolving LLM Agent Systems: Threats, Amplification, and Case Studies

SafeSpec: Fast and Safe LLM via Dynamic Reflective Sampling

Grammar-Constrained Decoding Can Jailbreak LLMs into Generating Malicious Code

Receipt and verification

First computed	2026-07-05T11:16:06.596788Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

25104ea46b038b91c4f2a5069b53a4c769c51df6ddd1ff127fc4585c02570d84

Aliases

arxiv: 2503.00555 · arxiv_version: 2503.00555v2 · doi: 10.48550/arxiv.2503.00555 · pith_short_12: EUIE5JDLAOFZ · pith_short_16: EUIE5JDLAOFZDRHS · pith_short_8: EUIE5JDL

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/EUIE5JDLAOFZDRHSUUDJWU5EY5 \
  | 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: 25104ea46b038b91c4f2a5069b53a4c769c51df6ddd1ff127fc4585c02570d84

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ae7a7dc399be054ac39585bc685d23b2f53735924fed6a40da5740edebec3c60",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-03-01T16:42:01Z",
    "title_canon_sha256": "2d634756b3fb1784a1035670adbc9c49f35bf87f15fb3cc8236f30a9458de23c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.00555",
    "kind": "arxiv",
    "version": 2
  }
}