Pith. sign in
Pith Number

pith:ASWJJAAY

pith:2025:ASWJJAAYB3NBVPYLXMFACS4O34
not attested not anchored not stored refs pending

Scaling laws for activation steering with Llama 2 models and refusal mechanisms

Ayse Arslan, Clark Benham, Ivory Yang, Jasmine Xinze Li, Justin Xu, Sheikh Abdur Raheem Ali

arxiv:2507.11771 v1 · 2025-07-15 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ASWJJAAYB3NBVPYLXMFACS4O34}

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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.
Receipt and verification
First computed 2026-07-05T11:37:50.559204Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

04ac9480180eda1abf0bbb0a014b8edf2a3b36ebc3b2740116f0664b44f87511

Aliases

arxiv: 2507.11771 · arxiv_version: 2507.11771v1 · doi: 10.48550/arxiv.2507.11771 · pith_short_12: ASWJJAAYB3NB · pith_short_16: ASWJJAAYB3NBVPYL · pith_short_8: ASWJJAAY
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ASWJJAAYB3NBVPYLXMFACS4O34 \
  | 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: 04ac9480180eda1abf0bbb0a014b8edf2a3b36ebc3b2740116f0664b44f87511
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "99e3926c4275b51ca477a9b1290b26d2bd279ee6e4de9a0b1246524d568a3dc0",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-15T22:21:18Z",
    "title_canon_sha256": "c97eb238ac0356ed5ad701a9f2c3f122adb6adc4e8cb0e816f07799e6e70c014"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.11771",
    "kind": "arxiv",
    "version": 1
  }
}