Pith Number

pith:WFSGZ7ZR

pith:2025:WFSGZ7ZRRH4NM77DP7JFME25S2

not attested not anchored not stored refs pending

Teaching AI to Remember: Insights from Brain-Inspired Replay in Continual Learning

Jina Kim

arxiv:2509.00047 v1 · 2025-08-24 · 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{WFSGZ7ZRRH4NM77DP7JFME25S2}

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	2026-07-05T12:02:08.603499Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b1646cff3189f8d67fe37fd256135d968565265e3b0c8346cdc1ca6ed2041637

Aliases

arxiv: 2509.00047 · arxiv_version: 2509.00047v1 · doi: 10.48550/arxiv.2509.00047 · pith_short_12: WFSGZ7ZRRH4N · pith_short_16: WFSGZ7ZRRH4NM77D · pith_short_8: WFSGZ7ZR

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/WFSGZ7ZRRH4NM77DP7JFME25S2 \
  | 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: b1646cff3189f8d67fe37fd256135d968565265e3b0c8346cdc1ca6ed2041637

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3d0c262f840d849c00eecede78dac488a185b71657fb7ae284091d755b713124",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-24T15:42:07Z",
    "title_canon_sha256": "300710a0490da221a0eaa579c24642a783ef0179cbdf4a634f4b51a2d6f0d488"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.00047",
    "kind": "arxiv",
    "version": 1
  }
}