Pith Number

pith:P5LKU6ID

pith:2024:P5LKU6IDQZXHAQOE2ZNBRL7LMI

not attested not anchored not stored refs pending

Rethinking LLM Memorization through the Lens of Adversarial Compression

Avi Schwarzschild, J. Zico Kolter, Pratyush Maini, Zachary C. Lipton, Zhili Feng

arxiv:2404.15146 v3 · 2024-04-23 · cs.LG · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{P5LKU6IDQZXHAQOE2ZNBRL7LMI}

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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

6 papers in Pith

Initialization is Half the Battle: Generating Diverse Images from a Guidance Potential Posterior

Attributing Culture-Conditioned Generations to Pretraining Corpora

Towards the Anonymization of the Language Modeling

Extracting memorized pieces of (copyrighted) books from open-weight language models

Titans: Learning to Memorize at Test Time

Receipt and verification

First computed	2026-07-05T09:33:59.891220Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7f56aa7903866e7041c4d65a18afeb621b1f2875ea326c7b172906802ce69ba8

Aliases

arxiv: 2404.15146 · arxiv_version: 2404.15146v3 · doi: 10.48550/arxiv.2404.15146 · pith_short_12: P5LKU6IDQZXH · pith_short_16: P5LKU6IDQZXHAQOE · pith_short_8: P5LKU6ID

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/P5LKU6IDQZXHAQOE2ZNBRL7LMI \
  | 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: 7f56aa7903866e7041c4d65a18afeb621b1f2875ea326c7b172906802ce69ba8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cb00f2b02b0a259c479e527751c9d798c9124c2773e9939aa0c178a56c616b60",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-23T15:49:37Z",
    "title_canon_sha256": "9e8a0db429e4b3605dd081228adcd2ab54cfcdd44954c653d548d71970e9e4c5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.15146",
    "kind": "arxiv",
    "version": 3
  }
}