Efficient Agent Evaluation via Diversity-Guided User Simulation

Efficient Agent Evaluation via Diversity-Guided User Simulation | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/efficient-agent-evaluation-via-diversity-guided-user-simulation

stale

Proof freshness: stale
Proof status: unverified
Display score: 3/10
Last proof check: 2026-04-24
Score updated: 2026-04-24
Score fresh until: 2026-05-24
References: 0
Source count: 3
Coverage: 50%

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

Agent Handoff

Canonical ID efficient-agent-evaluation-via-diversity-guided-user-simulation | Route /signal-canvas/efficient-agent-evaluation-via-diversity-guided-user-simulation

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/efficient-agent-evaluation-via-diversity-guided-user-simulation

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "efficient-agent-evaluation-via-diversity-guided-user-simulation",
    "query_text": "Summarize Efficient Agent Evaluation via Diversity-Guided User Simulation"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Efficient Agent Evaluation via Diversity-Guided User Simulation",
  "normalized_query": "2604.21480",
  "route": "/signal-canvas/efficient-agent-evaluation-via-diversity-guided-user-simulation",
  "paper_ref": "efficient-agent-evaluation-via-diversity-guided-user-simulation",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Efficient Agent Evaluation via Diversity-Guided User Simulation

PDF: https://arxiv.org/pdf/2604.21480v1

Source count: 3

Coverage: 50%

Last proof check: 2026-04-24T20:32:30.963Z

Signal Canvas receipt window

Not build-ready: Efficient Agent Evaluation via Diversity-Guided User Simulation

/buildability/efficient-agent-evaluation-via-diversity-guided-user-simulation

Ignoreblocked

Subject: Efficient Agent Evaluation via Diversity-Guided User Simulation

Verdict

Ignore

Verdict is Ignore because current viability and proof state do not clear the buildability gate.

Efficient Agent Evaluation via Diversity-Guided User Simulation

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