Pith Number

pith:UQ3GURXZ

pith:2025:UQ3GURXZV7LALTL2QNO55YPJCS

not attested not anchored not stored refs pending

STAIR: Improving Safety Alignment with Introspective Reasoning

Dong Yan, Jun Zhu, Ranjie Duan, Siyuan Zhang, Xiao Yang, Yao Huang, Yichi Zhang, Yinpeng Dong, Zeyu Xia, Zhengwei Fang

arxiv:2502.02384 v2 · 2025-02-04 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UQ3GURXZV7LALTL2QNO55YPJCS}

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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

7 papers in Pith

Addressing Over-Refusal in LLMs with Competing Rewards

MESA: Improving MoE Safety Alignment via Decentralized Expertise

REFLECTOR: Internalizing Step-wise Reflection against Indirect Jailbreak

PriorZero: Bridging Language Priors and World Models for Decision Making

Disentangling Intent from Role: Adversarial Self-Play for Persona-Invariant Safety Alignment

Receipt and verification

First computed	2026-07-05T11:28:13.943697Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a4366a46f9afd605cd7a835ddee1e914bc88e63261e1c3fcad574b0c76fa1e28

Aliases

arxiv: 2502.02384 · arxiv_version: 2502.02384v2 · doi: 10.48550/arxiv.2502.02384 · pith_short_12: UQ3GURXZV7LA · pith_short_16: UQ3GURXZV7LALTL2 · pith_short_8: UQ3GURXZ

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/UQ3GURXZV7LALTL2QNO55YPJCS \
  | 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: a4366a46f9afd605cd7a835ddee1e914bc88e63261e1c3fcad574b0c76fa1e28

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "efd573844ee8f0dde97329f5624924a7977ad1f211c3123299c5eb5704e05e77",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-04T15:02:55Z",
    "title_canon_sha256": "f26828bae9ae105691e27c1d283580ba566e55e7d2c22922c3255e1ebdd430c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.02384",
    "kind": "arxiv",
    "version": 2
  }
}