pith. sign in
Pith Number

pith:4CRWGGVF

pith:2026:4CRWGGVF476MI52JK6MUBSABHF
not attested not anchored not stored refs pending

Safety is Contextual, LLM-Judges Are Not: Navigating the Rigid Priors of Evaluators

Anissa Alloula, Ava Batchkala, Federico Licini, Seraphina Goldfarb-Tarrant

arxiv:2606.07874 v1 · 2026-06-05 · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{4CRWGGVF476MI52JK6MUBSABHF}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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 2026-06-09T01:04:54.287492Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e0a3631aa5e7fcc47749579940c80139629c57d09f2a62828c83bdd507663b79

Aliases

arxiv: 2606.07874 · arxiv_version: 2606.07874v1 · doi: 10.48550/arxiv.2606.07874 · pith_short_12: 4CRWGGVF476M · pith_short_16: 4CRWGGVF476MI52J · pith_short_8: 4CRWGGVF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4CRWGGVF476MI52JK6MUBSABHF \
  | 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: e0a3631aa5e7fcc47749579940c80139629c57d09f2a62828c83bdd507663b79
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "b49e792501d1e8a2c9dab8842c915f9d87a16640a250aa46af45fd39ba7702f3",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-05T22:11:26Z",
    "title_canon_sha256": "0d14ae625adf38eb42fb57dc56f88cc89ca99e0ba726625b246a5ce592a740c5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.07874",
    "kind": "arxiv",
    "version": 1
  }
}