Pith Number

pith:4RAZ23BF

pith:2022:4RAZ23BFV7OBJC4WO4A2VTYCUK

not attested not anchored not stored refs pending

Memorizing Transformers

Christian Szegedy, DeLesley Hutchins, Markus N. Rabe, Yuhuai Wu

arxiv:2203.08913 v1 · 2022-03-16 · cs.LG · cs.AI · 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{4RAZ23BFV7OBJC4WO4A2VTYCUK}

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

23 papers in Pith

What to Keep, What to Forget: A Rate--Distortion View of Memory Compaction in LLMs and Agents

Repeated Shared Access Enables Grokking, but Edit Propagation Depends on an Addressable Memory

InduceKV: Fixed-Footprint Continual Adaptation of Multimodal LLMs via Inducing KV Memories

A Hippocampus for Linear Attention: An Exact Memory for What the Recurrent State Forgets

Memento: Personalized RAG-Style Long-Retention Data Scaling for META Ads Recommendation

Receipt and verification

First computed	2026-07-05T04:06:04.542156Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e4419d6c25afdc148b967701aacf02a2bae4cc23e2866c7dce46a7425aeaac10

Aliases

arxiv: 2203.08913 · arxiv_version: 2203.08913v1 · doi: 10.48550/arxiv.2203.08913 · pith_short_12: 4RAZ23BFV7OB · pith_short_16: 4RAZ23BFV7OBJC4W · pith_short_8: 4RAZ23BF

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/4RAZ23BFV7OBJC4WO4A2VTYCUK \
  | 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: e4419d6c25afdc148b967701aacf02a2bae4cc23e2866c7dce46a7425aeaac10

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e980aae04f60228bc69abc58a1f6360501f2d381d208b7b90fb4f0f9ef52dafc",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-16T19:54:35Z",
    "title_canon_sha256": "e42aefea62fc726a467c30c37f389de043facd106c367940ebbb7d647ff37321"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.08913",
    "kind": "arxiv",
    "version": 1
  }
}