Pith Number

pith:B42RSK2I

pith:2025:B42RSK2IDRG4A7DYUUIFVTECNB

not attested not anchored not stored refs pending

Rethinking Safety in LLM Fine-tuning: An Optimization Perspective

Adel Bibi, Bernard Ghanem, David Krueger, Fazl Barez, Jin Myung Kwak, Lama Alssum, Minseon Kim, Philip Torr

arxiv:2508.12531 v1 · 2025-08-17 · cs.LG · 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{B42RSK2IDRG4A7DYUUIFVTECNB}

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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

2 papers in Pith

When Medical Safety Alignment Fails: A Benchmark for Evaluating LLMs on High-Risk Medical Queries

Benign Fine-Tuning Breaks Safety Alignment in Audio LLMs

Receipt and verification

First computed	2026-07-05T11:55:07.696894Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0f35192b481c4dc07c78a5105acc8268768db5c97e00ff27946f3a060be3c373

Aliases

arxiv: 2508.12531 · arxiv_version: 2508.12531v1 · doi: 10.48550/arxiv.2508.12531 · pith_short_12: B42RSK2IDRG4 · pith_short_16: B42RSK2IDRG4A7DY · pith_short_8: B42RSK2I

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/B42RSK2IDRG4A7DYUUIFVTECNB \
  | 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: 0f35192b481c4dc07c78a5105acc8268768db5c97e00ff27946f3a060be3c373

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "26fd6e6d06204157e7a3c21b603cd291971ee18a77ad5a75cf51feaf250c61e5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-17T23:46:36Z",
    "title_canon_sha256": "825bd93aae0cb7324929bc3387a0eeecb5fb17f864912ce4a9d49775ae8f3cfc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.12531",
    "kind": "arxiv",
    "version": 1
  }
}