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Pith Number

pith:SJBIMEI5

pith:2025:SJBIMEI5YABHOW2SGCOXL3SNGQ
not attested not anchored not stored refs pending

MetaSC: Test-Time Safety Specification Optimization for Language Models

V\'ictor Gallego

arxiv:2502.07985 v2 · 2025-02-11 · cs.CL · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{SJBIMEI5YABHOW2SGCOXL3SNGQ}

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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

Receipt and verification
First computed 2026-07-05T10:45:17.167145Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

924286111dc002775b52309d75ee4d34168df56cd4090a9229ce8ca20661ab87

Aliases

arxiv: 2502.07985 · arxiv_version: 2502.07985v2 · doi: 10.48550/arxiv.2502.07985 · pith_short_12: SJBIMEI5YABH · pith_short_16: SJBIMEI5YABHOW2S · pith_short_8: SJBIMEI5
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/SJBIMEI5YABHOW2SGCOXL3SNGQ \
  | 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: 924286111dc002775b52309d75ee4d34168df56cd4090a9229ce8ca20661ab87
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d9a6d7d17e3040f87db689ae7f6f23b7ab9e6728a276d22c543915c4266007a6",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-11T22:06:25Z",
    "title_canon_sha256": "33e7092ea5564dde55374db94fb758991e1a2714ff9114ae5960a148de85b09a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.07985",
    "kind": "arxiv",
    "version": 2
  }
}