Pith Number

pith:UDNVVUNW

pith:2025:UDNVVUNWW3ZAP3WHXE3XALEEZM

not attested not anchored not stored refs pending

OS-Kairos: Adaptive Interaction for MLLM-Powered GUI Agents

Aston Zhang, Gongshen Liu, Pengzhou Cheng, Zheng Wu, Zhuosheng Zhang, Zongru Wu

arxiv:2503.16465 v3 · 2025-02-26 · cs.HC · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UDNVVUNWW3ZAP3WHXE3XALEEZM}

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

3 papers in Pith

Mobile-Aptus: Confidence-Driven Proactive and Robust Interaction in MLLM-based Mobile-Using Agents

InquireMobile: Teaching VLM-based Mobile Agent to Request Human Assistance via Reinforcement Fine-Tuning

Multi-Agent Systems: From Classical Paradigms to Large Foundation Model-Enabled Futures

Receipt and verification

First computed	2026-07-05T11:36:29.749908Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a0db5ad1b6b6f207eec7b937702c84cb237e46df55d62ba9a0a74459e8ee56fd

Aliases

arxiv: 2503.16465 · arxiv_version: 2503.16465v3 · doi: 10.48550/arxiv.2503.16465 · pith_short_12: UDNVVUNWW3ZA · pith_short_16: UDNVVUNWW3ZAP3WH · pith_short_8: UDNVVUNW

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/UDNVVUNWW3ZAP3WHXE3XALEEZM \
  | 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: a0db5ad1b6b6f207eec7b937702c84cb237e46df55d62ba9a0a74459e8ee56fd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4bbffe2c704a3208d4af3cfc3821839c3e4b1644b95c449792a20aba8542a9a4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2025-02-26T12:31:16Z",
    "title_canon_sha256": "13dfc1595368d2c8b01ee1f7226b31f2a7d28aeb1271feffd3574a9e5ae3e374"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.16465",
    "kind": "arxiv",
    "version": 3
  }
}