Pith Number

pith:HG65XCPM

pith:2024:HG65XCPM26ZHH2SEXCQDEVQ7F4

not attested not anchored not stored refs pending

Understanding the Weakness of Large Language Model Agents within a Complex Android Environment

Fan Yang, Hui Xue, Mingzhe Xing, Qi Chen, Rongkai Zhang, Zhen Xiao

arxiv:2402.06596 v1 · 2024-02-09 · cs.AI · cs.HC · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HG65XCPM26ZHH2SEXCQDEVQ7F4}

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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.

Cited by

3 papers in Pith

Mobile GUI Agents under Real-world Threats: Are We There Yet?

MobiBench: Multi-Branch, Modular Benchmark for Mobile GUI Agents

Profile-Then-Reason: Bounded Semantic Complexity for Tool-Augmented Language Agents

Receipt and verification

First computed	2026-07-05T07:43:27.546678Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

39bddb89ecd7b273ea44b8a032561f2f008fb57272ddf041eb67518add3e837b

Aliases

arxiv: 2402.06596 · arxiv_version: 2402.06596v1 · doi: 10.48550/arxiv.2402.06596 · pith_short_12: HG65XCPM26ZH · pith_short_16: HG65XCPM26ZHH2SE · pith_short_8: HG65XCPM

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/HG65XCPM26ZHH2SEXCQDEVQ7F4 \
  | 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: 39bddb89ecd7b273ea44b8a032561f2f008fb57272ddf041eb67518add3e837b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "677fe8c1233bfc9f9780ff564f607c719a280009672d2bca5021981378b112ac",
    "cross_cats_sorted": [
      "cs.HC",
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-02-09T18:19:25Z",
    "title_canon_sha256": "02c726794978ac387e3d3d116a8cc8c4d4932e587181e959b6fa9db235e4246c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.06596",
    "kind": "arxiv",
    "version": 1
  }
}