pith. sign in
Pith Number

pith:XEHWE6FY

pith:2026:XEHWE6FYAGDEIWSF6KOVEOECIX
not attested not anchored not stored refs pending

MESA: Improving MoE Safety Alignment via Decentralized Expertise

Hui Xue, Ranjie Duan, Teng Li, Xingjun Ma, Xingxing Wei, Yao Huang, Yichi Zhang, Yitong Sun

arxiv:2606.00651 v1 · 2026-05-30 · cs.LG · cs.AI · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{XEHWE6FYAGDEIWSF6KOVEOECIX}

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 2026-06-02T01:04:00.978504Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b90f6278b80186445a45f29d52388245d67df25cc5fd526d632a46cb81569983

Aliases

arxiv: 2606.00651 · arxiv_version: 2606.00651v1 · doi: 10.48550/arxiv.2606.00651 · pith_short_12: XEHWE6FYAGDE · pith_short_16: XEHWE6FYAGDEIWSF · pith_short_8: XEHWE6FY
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/XEHWE6FYAGDEIWSF6KOVEOECIX \
  | 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: b90f6278b80186445a45f29d52388245d67df25cc5fd526d632a46cb81569983
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "1cdf80f722df44300bf983f03070ab33e2c7a8c34650a2ad56c77e47d2ff7272",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-30T09:54:38Z",
    "title_canon_sha256": "a9d6e18c13e1ce35c13ba13640c0333386ce3308e3ba776fa2c3273ac3141fb4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.00651",
    "kind": "arxiv",
    "version": 1
  }
}