Pith Number

pith:S4F4ODX3

pith:2025:S4F4ODX3WIJNG4NH3LHJT4GHZD

not attested not anchored not stored refs pending

A Survey on Training-free Alignment of Large Language Models

Birong Pan, Mayi Xu, Ming Zhong, Shen Zhou, Tieyun Qian, Weiyu Zhang, Wenpeng Lu, Yongqi Li, Yuanyuan Zhu

arxiv:2508.09016 v4 · 2025-08-12 · cs.CL · 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{S4F4ODX3WIJNG4NH3LHJT4GHZD}

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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

1 paper in Pith

SafeGene: Reusable Adapters for Transferable Safety Alignment

Receipt and verification

First computed	2026-07-05T12:08:06.201349Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

970bc70efbb212d371a7dace99f0c7c8d0550a7256c0db3668226ead6e083e84

Aliases

arxiv: 2508.09016 · arxiv_version: 2508.09016v4 · doi: 10.48550/arxiv.2508.09016 · pith_short_12: S4F4ODX3WIJN · pith_short_16: S4F4ODX3WIJNG4NH · pith_short_8: S4F4ODX3

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/S4F4ODX3WIJNG4NH3LHJT4GHZD \
  | 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: 970bc70efbb212d371a7dace99f0c7c8d0550a7256c0db3668226ead6e083e84

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "82015042cb549158716a6e54955b5ea2e89d30bd2642e786a4298bf027ff7112",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-12T15:30:44Z",
    "title_canon_sha256": "aa0138fdc678747a13229411c057eeb9e166bc5e4e59f6b034d022c1402220ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.09016",
    "kind": "arxiv",
    "version": 4
  }
}