Pith Number

pith:HR7TFSVT

pith:2025:HR7TFSVTL4QXFTKLXXOIXVIF3W

not attested not anchored not stored refs pending

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement

Chao Hao, Kaiwen Zhou, Shuai Wang

arxiv:2508.04025 v1 · 2025-08-06 · 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{HR7TFSVTL4QXFTKLXXOIXVIF3W}

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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

Uncertainty Decomposition for Clarification Seeking in LLM Agents

GUI-C$^2$: Coarse-to-Fine GUI Grounding via Difficulty-Aware Reinforcement Learning

Agent4POI: Agentic Context-Conditioned Affordance Reasoning for Multimodal Point-of-Interest Recommendation

Receipt and verification

First computed	2026-07-05T11:49:19.328720Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3c7f32cab35f2172cd4bbddc8bd505ddbaf7b69e0bf9de9c234720cdb8a8f2b0

Aliases

arxiv: 2508.04025 · arxiv_version: 2508.04025v1 · doi: 10.48550/arxiv.2508.04025 · pith_short_12: HR7TFSVTL4QX · pith_short_16: HR7TFSVTL4QXFTKL · pith_short_8: HR7TFSVT

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/HR7TFSVTL4QXFTKLXXOIXVIF3W \
  | 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: 3c7f32cab35f2172cd4bbddc8bd505ddbaf7b69e0bf9de9c234720cdb8a8f2b0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b97412355283920d164fc8dff804a7bcdcce3e2fbbd5842eda88269d575126db",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-08-06T02:38:02Z",
    "title_canon_sha256": "5c14dffac6f55d97ce78d2895398385f5c8a3289537eece746a86b9e2f52e0c1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.04025",
    "kind": "arxiv",
    "version": 1
  }
}