Pith Number

pith:DLVVR2I3

pith:2025:DLVVR2I3JQ4GJ5GT7RGAXB57TP

not attested not anchored not stored refs pending

Breaking the MoE LLM Trilemma: Dynamic Expert Clustering with Structured Compression

Baoliang Tian, Haijun Zhang, Jiayu Wei, Ning Yang, Peijun Zhu, Pin Lv, Weihao Zhang

arxiv:2510.02345 v4 · 2025-09-27 · cs.CL · cs.AI · cs.DC · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DLVVR2I3JQ4GJ5GT7RGAXB57TP}

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	2026-07-22T01:22:14.287119Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1aeb58e91b4c3864f4d3fc4c0b87bf9be33b1e29a6417a2fed77df88e5aa973f

Aliases

arxiv: 2510.02345 · arxiv_version: 2510.02345v4 · doi: 10.48550/arxiv.2510.02345 · pith_short_12: DLVVR2I3JQ4G · pith_short_16: DLVVR2I3JQ4GJ5GT · pith_short_8: DLVVR2I3

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/DLVVR2I3JQ4GJ5GT7RGAXB57TP \
  | 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: 1aeb58e91b4c3864f4d3fc4c0b87bf9be33b1e29a6417a2fed77df88e5aa973f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ec434c610b876d8e4abc20b278e1b22d779a1df543465accc516e1699d6772eb",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC",
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-09-27T10:45:58Z",
    "title_canon_sha256": "069130c3446bd9ae46ea407e15dda7a5ceb579dd1b80a2ee657c25d16d8b1448"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.02345",
    "kind": "arxiv",
    "version": 4
  }
}