Consistency as a Testable Property: Statistical Methods to Evaluate AI Agent Reliability

Consistency as a Testable Property: Statistical Methods to Evaluate AI Agent Reliability | Signal Canvas | ScienceToStartup

Page Freshness

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Canonical route: /signal-canvas/consistency-as-a-testable-property-statistical-methods-to-evaluate-ai-agent-reliability

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Proof freshness: fresh
Proof status: unverified
Display score: 4/10
Last proof check: 2026-05-12
Score updated: 2026-05-12
Score fresh until: 2026-06-11
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

Canonical ID consistency-as-a-testable-property-statistical-methods-to-evaluate-ai-agent-reliability | Route /signal-canvas/consistency-as-a-testable-property-statistical-methods-to-evaluate-ai-agent-reliability

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/consistency-as-a-testable-property-statistical-methods-to-evaluate-ai-agent-reliability

MCP example

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    "mode": "paper",
    "paper_ref": "consistency-as-a-testable-property-statistical-methods-to-evaluate-ai-agent-reliability",
    "query_text": "Summarize Consistency as a Testable Property: Statistical Methods to Evaluate AI Agent Reliability"
  }
}

source_context

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  "mode": "paper",
  "query": "Consistency as a Testable Property: Statistical Methods to Evaluate AI Agent Reliability",
  "normalized_query": "2605.10516",
  "route": "/signal-canvas/consistency-as-a-testable-property-statistical-methods-to-evaluate-ai-agent-reliability",
  "paper_ref": "consistency-as-a-testable-property-statistical-methods-to-evaluate-ai-agent-reliability",
  "topic_slug": null,
  "benchmark_ref": null,
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Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Consistency as a Testable Property: Statistical Methods to Evaluate AI Agent Reliability

PDF: https://arxiv.org/pdf/2605.10516v1

Source count: Pending verification

Coverage: 0%

Last proof check: 2026-05-12T20:16:06.822Z

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Not build-ready: Consistency as a Testable Property: Statistical Methods to Evaluate AI Agent Reliability

/buildability/consistency-as-a-testable-property-statistical-methods-to-evaluate-ai-agent-reliability

Ignoreblocked

Subject: Consistency as a Testable Property: Statistical Methods to Evaluate AI Agent Reliability

Verdict

Ignore

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

Consistency as a Testable Property: Statistical Methods to Evaluate AI Agent Reliability

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