Pith Number

pith:F5QGCFW5

pith:2026:F5QGCFW5UYJBVTH3AUCW5T3KSL

not attested not anchored not stored refs pending

MOSAIC: Efficient Mixture-of-Agent Scheduling via Adaptive Aggregation and Inference Concurrency

Nazmul Takbir, Phyo Pyae Moe Aung, Rachid Karami, Saptarshi Mitra, Sitao Huang, Souvik Kundu, Sreetama Sarkar, Yifan Zhang

arxiv:2606.03014 v1 · 2026-06-02 · cs.LG · cs.AR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F5QGCFW5UYJBVTH3AUCW5T3KSL}

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	2026-06-03T01:05:29.281640Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2f606116dda6121accfb05056ecf6a92f0b8a334088b917a30c77c39753ea45e

Aliases

arxiv: 2606.03014 · arxiv_version: 2606.03014v1 · doi: 10.48550/arxiv.2606.03014 · pith_short_12: F5QGCFW5UYJB · pith_short_16: F5QGCFW5UYJBVTH3 · pith_short_8: F5QGCFW5

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/F5QGCFW5UYJBVTH3AUCW5T3KSL \
  | 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: 2f606116dda6121accfb05056ecf6a92f0b8a334088b917a30c77c39753ea45e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f9349652a18020a066c5144764c59c4411c6244c465a69ef60225e8b6e744e11",
    "cross_cats_sorted": [
      "cs.AR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-02T01:40:33Z",
    "title_canon_sha256": "d39e39fd94001a12ad20c4fcc54ab752a0a5edb636e47bdb80357b2562c4ed3b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.03014",
    "kind": "arxiv",
    "version": 1
  }
}