Pith Number

pith:YKH7BFTM

pith:2025:YKH7BFTMRYGQRT2GW36XLQKOS5

not attested not anchored not stored refs pending

The Hidden Dimensions of LLM Alignment: A Multi-Dimensional Analysis of Orthogonal Safety Directions

Haining Yu, Qiguang Chen, Wenbo Pan, Xiangyang Zhou, Xiaohua Jia, Zhichao Liu

arxiv:2502.09674 v4 · 2025-02-13 · cs.CL · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YKH7BFTMRYGQRT2GW36XLQKOS5}

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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

11 papers in Pith

Has This Checkpoint Been Abliterated? A Two-Signal Audit and Its Failure Map

SafeSteer: Localized On-Policy Distillation for Efficient Safety Alignment

Low-Resource Safety Failures Are Action Failures, Not Representation Failures

Why Do Safety Guardrails Degrade Across Languages?

ReGA: Model-Based Safeguard for LLMs via Representation-Guided Abstraction

Receipt and verification

First computed	2026-07-05T11:10:04.895155Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c28ff0966c8e0d08cf46b6fd75c14e976a9d2f44ac0244519608f327f0f796bd

Aliases

arxiv: 2502.09674 · arxiv_version: 2502.09674v4 · doi: 10.48550/arxiv.2502.09674 · pith_short_12: YKH7BFTMRYGQ · pith_short_16: YKH7BFTMRYGQRT2G · pith_short_8: YKH7BFTM

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/YKH7BFTMRYGQRT2GW36XLQKOS5 \
  | 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: c28ff0966c8e0d08cf46b6fd75c14e976a9d2f44ac0244519608f327f0f796bd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4a581e9522c89912cb6b850e11ecb4ac20b21c7e097f2126d1e909d294ec9a86",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-13T06:39:22Z",
    "title_canon_sha256": "13ee7bd8a53f281f32b4eed8928919a7829518e08146142629a4abc9626e7c3e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.09674",
    "kind": "arxiv",
    "version": 4
  }
}