Pith Number

pith:BTT56JT5

pith:2026:BTT56JT5PUHMWXB3KFHLZTWW5H

not attested not anchored not stored refs pending

Learning to Remember, Learn, and Forget in Attention-Based Models

Djohan Bonnet, Elidona Skhikerujah, Emre Neftci, Jamie Lohoff, Jan Finkbeiner

arxiv:2602.09075 v3 · 2026-02-09 · 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{BTT56JT5PUHMWXB3KFHLZTWW5H}

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	2026-06-02T01:03:42.660695Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0ce7df267d7d0ecb5c3b514ebcced6e9db712a8b507153996e4e47ea3b41313c

Aliases

arxiv: 2602.09075 · arxiv_version: 2602.09075v3 · doi: 10.48550/arxiv.2602.09075 · pith_short_12: BTT56JT5PUHM · pith_short_16: BTT56JT5PUHMWXB3 · pith_short_8: BTT56JT5

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/BTT56JT5PUHMWXB3KFHLZTWW5H \
  | 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: 0ce7df267d7d0ecb5c3b514ebcced6e9db712a8b507153996e4e47ea3b41313c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e3b80a5cacca21f25902124ed32daae9aebfec2ad61544a4ba68f619706e9e7a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-02-09T16:09:51Z",
    "title_canon_sha256": "df0248989134e262d91e566bf6bf47cf90f276770b633bdd0c76ed2117bc0ef5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.09075",
    "kind": "arxiv",
    "version": 3
  }
}