Pith Number

pith:Z7FQWQNX

pith:2026:Z7FQWQNXNLRIO7AYW37F3DHPN5

not attested not anchored not stored refs pending

Mixture of Cognitive Experts in Large Vision-Language Models

Ngai-Man Cheung, Robert Wijaya

arxiv:2607.10796 v1 · 2026-07-12 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z7FQWQNXNLRIO7AYW37F3DHPN5}

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	2026-07-14T01:21:40.543647Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cfcb0b41b76ae2877c18b6fe5d8cef6f4e793218ae2a39cf2360cb9fa7206502

Aliases

arxiv: 2607.10796 · arxiv_version: 2607.10796v1 · doi: 10.48550/arxiv.2607.10796 · pith_short_12: Z7FQWQNXNLRI · pith_short_16: Z7FQWQNXNLRIO7AY · pith_short_8: Z7FQWQNX

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/Z7FQWQNXNLRIO7AYW37F3DHPN5 \
  | 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: cfcb0b41b76ae2877c18b6fe5d8cef6f4e793218ae2a39cf2360cb9fa7206502

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e39345909981a7250e6e0bcd9db92e590c1467171cfb6b64e6909b43a493e6d7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-07-12T15:09:03Z",
    "title_canon_sha256": "6fd8e9983237bf7b71cff2bec13c45de80f071d30513c875a2f724ae1e45fb6c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.10796",
    "kind": "arxiv",
    "version": 1
  }
}