Pith Number

pith:SC7ZEXFG

pith:2026:SC7ZEXFGAON43GF654YQEVQCWD

not attested not anchored not stored refs pending

Differentiable Mixture-of-Agents Incentivizes Swarm Intelligence of Large Language Models

Bin Yang, Chenjuan Guo, Jilin Hu, Junkai Lu, Siyu Yan, Xiangfei Qiu, Xingjian Wu

arxiv:2605.15706 v1 · 2026-05-15 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SC7ZEXFGAON43GF654YQEVQCWD}

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	2026-05-20T00:01:13.638418Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

90bf925ca6039bcd98beef31025602b0cad986182bb36a26a2d73034420b830d

Aliases

arxiv: 2605.15706 · arxiv_version: 2605.15706v1 · doi: 10.48550/arxiv.2605.15706 · pith_short_12: SC7ZEXFGAON4 · pith_short_16: SC7ZEXFGAON43GF6 · pith_short_8: SC7ZEXFG

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/SC7ZEXFGAON43GF654YQEVQCWD \
  | 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: 90bf925ca6039bcd98beef31025602b0cad986182bb36a26a2d73034420b830d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "476f273e674b65b5018cfe2ec3b5e43f5ebe07289f1794927fdcb9252cd18089",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-15T07:54:46Z",
    "title_canon_sha256": "a66e3a9ebde0c6a990fa363e6b9844d32c7349aae7f50cacf494736739a79237"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.15706",
    "kind": "arxiv",
    "version": 1
  }
}