pith. sign in
Pith Number

pith:4ZBHC77E

pith:2026:4ZBHC77E3VURUYU27JM6VA7UTC
not attested not anchored not stored refs pending

MAIL++: Multi-Modal Bi-directional Agent Layer for Vision-Language Models

Hui Xue, Kaixiang Chen, Pengfei Fang

arxiv:2605.25479 v1 · 2026-05-25 · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{4ZBHC77E3VURUYU27JM6VA7UTC}

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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 2026-05-26T02:04:38.440469Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e642717fe4dd691a629afa59ea83f49891ee6febe343286ff862ff1e16996948

Aliases

arxiv: 2605.25479 · arxiv_version: 2605.25479v1 · doi: 10.48550/arxiv.2605.25479 · pith_short_12: 4ZBHC77E3VUR · pith_short_16: 4ZBHC77E3VURUYU2 · pith_short_8: 4ZBHC77E
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4ZBHC77E3VURUYU27JM6VA7UTC \
  | 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: e642717fe4dd691a629afa59ea83f49891ee6febe343286ff862ff1e16996948
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2e099abdb4c2d494f3fd48e87f2a12d55988f735b39beba03b3287145aac5fd7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-05-25T06:35:33Z",
    "title_canon_sha256": "064370bbc03c701f57f66673a984846c61086a9b02319dae6c72184e587bf6e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.25479",
    "kind": "arxiv",
    "version": 1
  }
}