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GUIDE: Interpretable GUI Agent Evaluation via Hierarchical Diagnosis

Stale18d agoVerification pending / evidence receipt incomplete
Viability
0.0/10

Compared to this week’s papers

Verification pending

Use This Via API or MCP

Use Signal Canvas as the narrative proof surface

Signal Canvas is the citation-first public layer for turning one paper into a structured commercialization narrative. Use it to hand off into REST, MCP, Build Loop, and launch-pack execution without losing source lineage.

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/guide-interpretable-gui-agent-evaluation-via-hierarchical-diagnosis

stale
Proof freshness
fresh
Proof status
unverified
Display score
7/10
Last proof check
2026-04-07
Score updated
2026-04-07
Score fresh until
2026-05-07
References
0
Source count
0
Coverage
0%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

Agent Handoff

GUIDE: Interpretable GUI Agent Evaluation via Hierarchical Diagnosis

Canonical ID guide-interpretable-gui-agent-evaluation-via-hierarchical-diagnosis | Route /signal-canvas/guide-interpretable-gui-agent-evaluation-via-hierarchical-diagnosis

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/guide-interpretable-gui-agent-evaluation-via-hierarchical-diagnosis

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "guide-interpretable-gui-agent-evaluation-via-hierarchical-diagnosis",
    "query_text": "Summarize GUIDE: Interpretable GUI Agent Evaluation via Hierarchical Diagnosis"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "GUIDE: Interpretable GUI Agent Evaluation via Hierarchical Diagnosis",
  "normalized_query": "2604.04399",
  "route": "/signal-canvas/guide-interpretable-gui-agent-evaluation-via-hierarchical-diagnosis",
  "paper_ref": "guide-interpretable-gui-agent-evaluation-via-hierarchical-diagnosis",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: GUIDE: Interpretable GUI Agent Evaluation via Hierarchical Diagnosis

PDF: https://arxiv.org/pdf/2604.04399v1

Source count: Pending verification

Coverage: 0%

Last proof check: 2026-04-07T20:12:52.192Z

Signal Canvas receipt window

Watch and verify: GUIDE: Interpretable GUI Agent Evaluation via Hierarchical Diagnosis

/buildability/guide-interpretable-gui-agent-evaluation-via-hierarchical-diagnosis

Watchwatch

Subject: GUIDE: Interpretable GUI Agent Evaluation via Hierarchical Diagnosis

Verdict

Watch

Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.

Time to first demo

Insufficient data

No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.

Compute envelope

Structured compute envelope

Insufficient data

No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.

Evidence ids

Receipt path

/buildability/guide-interpretable-gui-agent-evaluation-via-hierarchical-diagnosis

Paper ref

guide-interpretable-gui-agent-evaluation-via-hierarchical-diagnosis

arXiv id

2604.04399

Freshness

Generated at

2026-04-07T20:12:52.192Z

Evidence freshness

fresh

Last verification

2026-04-07T20:12:52.192Z

Sources

0

References

0

Coverage

0%

Hash state

Lineage hash

bec43c286b78951c14ad8269c9ad8325a6fc746ab03d9f0ab6bb7731819444b0

Canonical opportunity-kernel lineage hash.

Signature state

External signature

unsigned_external

No founder, registry, pilot, or production-adoption signature is attached to this receipt.

Verification

not_verified

Verification is blocked until an external signature is provided.

Blockers

  • Missing: paper_evidence_receipts.references_count
  • Missing: paper_evidence_receipts.coverage
  • Unknown: Canonical evidence receipt has not been materialized yet.

Verification pending / evidence receipt incomplete

paper_evidence_receipts.references_count

paper_evidence_receipts.coverage

Missing proof, requirement, signature, approval, adoption, or telemetry fields are blockers and must not be inferred.

Paper Conversation

Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.

Paper Mode

GUIDE: Interpretable GUI Agent Evaluation via Hierarchical Diagnosis

Overall score: 7/10
Lineage: bec43c286b78

Canonical Paper Receipt

Last verification: 2026-04-07T20:12:52.192Z

Freshness: fresh

Proof: unverified

Repo: missing

References: 0

Sources: 0

Coverage: 0%

Missingness
  • - paper_evidence_receipts.references_count
  • - paper_evidence_receipts.coverage
Unknowns
  • - Canonical evidence receipt has not been materialized yet.

Preparing verified analysis

Dimensions overall score 7.0

GitHub Code Pulse

No public code linked for this paper yet.

Claim map

No public claim map is available for this paper yet.

Author intelligence and commercialization panels stay hidden until the proof receipt is verified, cites at least 3 references, includes at least 2 sources, and clears 50% coverage. The paper narrative and citation surfaces remain public while verification is pending.

Startup potential card

Startup potential card preview

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