Pith Number

pith:DVQ5T4ID

pith:2025:DVQ5T4IDYZOFT3GJFWVWDM2ZH3

not attested not anchored not stored refs pending

MoFE: Mixture of Frozen Experts Architecture

Hyopil Shin, Jaeyoon Kim, Jean Seo

arxiv:2503.06491 v1 · 2025-03-09 · cs.CL · 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{DVQ5T4IDYZOFT3GJFWVWDM2ZH3}

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.

Cited by

1 paper in Pith

Hecto: Modular Sparse Experts for Adaptive and Interpretable Reasoning

Receipt and verification

First computed	2026-07-05T10:27:35.201502Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d61d9f103c65c59ecc92dab61b3593eebe73039e2cafc64badcb4d0a3bd951f

Aliases

arxiv: 2503.06491 · arxiv_version: 2503.06491v1 · doi: 10.48550/arxiv.2503.06491 · pith_short_12: DVQ5T4IDYZOF · pith_short_16: DVQ5T4IDYZOFT3GJ · pith_short_8: DVQ5T4ID

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/DVQ5T4IDYZOFT3GJFWVWDM2ZH3 \
  | 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: 1d61d9f103c65c59ecc92dab61b3593eebe73039e2cafc64badcb4d0a3bd951f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6b895d88ccb8e79cb0a59388e01d1c175b01e6d5dcfe4d16b8941a439c650908",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-09T07:24:36Z",
    "title_canon_sha256": "8fd9c3102f22825e8bfa0c7c81e2a31466bcb4cf2bda16cb407f791a6b77a105"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.06491",
    "kind": "arxiv",
    "version": 1
  }
}