Pith Number

pith:2HCUPMYR

pith:2024:2HCUPMYR6METPZWB6USL4CM4WR

not attested not anchored not stored refs pending

A Probabilistic Perspective on Unlearning and Alignment for Large Language Models

Leo Schwinn, Stephan G\"unnemann, Yan Scholten

arxiv:2410.03523 v6 · 2024-10-04 · 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{2HCUPMYR6METPZWB6USL4CM4WR}

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.

Cited by

1 paper in Pith

LLM-Safety Evaluations Lack Robustness

Receipt and verification

First computed	2026-07-05T10:22:05.903683Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d1c547b311f30937e6c1f524be099cb47802d602efbae4d4e1ed1b4fb6fe9bcd

Aliases

arxiv: 2410.03523 · arxiv_version: 2410.03523v6 · doi: 10.48550/arxiv.2410.03523 · pith_short_12: 2HCUPMYR6MET · pith_short_16: 2HCUPMYR6METPZWB · pith_short_8: 2HCUPMYR

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/2HCUPMYR6METPZWB6USL4CM4WR \
  | 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: d1c547b311f30937e6c1f524be099cb47802d602efbae4d4e1ed1b4fb6fe9bcd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ffa67770eb4db7ff71b1a61eb772ec722d95afc6989a0f9307db8cf1c14cd207",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-04T15:44:23Z",
    "title_canon_sha256": "3efd2e89874e44c4b4f317653794533d9d5c60f3d68ef0c8df48aeb8262b5728"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.03523",
    "kind": "arxiv",
    "version": 6
  }
}