Pith Number

pith:KNAVK7AY

pith:2025:KNAVK7AYV67WBJCSF6K4E4PF5R

not attested not anchored not stored refs pending

Mixtures of SubExperts for Large Language Continual Learning

Chang D. Yoo, Dahua Feng, Haeyong Kang, Hee Suk Yoon

arxiv:2511.06237 v2 · 2025-11-09 · 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{KNAVK7AYV67WBJCSF6K4E4PF5R}

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	2026-07-17T00:20:41.784380Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5341557c18afbf60a4522f95c271e5ec57bbedbaf28ea1c2301e569153b8b09f

Aliases

arxiv: 2511.06237 · arxiv_version: 2511.06237v2 · doi: 10.48550/arxiv.2511.06237 · pith_short_12: KNAVK7AYV67W · pith_short_16: KNAVK7AYV67WBJCS · pith_short_8: KNAVK7AY

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/KNAVK7AYV67WBJCSF6K4E4PF5R \
  | 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: 5341557c18afbf60a4522f95c271e5ec57bbedbaf28ea1c2301e569153b8b09f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f0206405f3bc041b1079427ed3db428c0c228138a7df7fe3c5dda6510005fb61",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-11-09T05:44:45Z",
    "title_canon_sha256": "a933045f8aefedfc6105a36f909dc6e9653a28fc04d497a60d02e697e0fd6b9d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2511.06237",
    "kind": "arxiv",
    "version": 2
  }
}