Iterative Audit Convergence in LLM-Managed Multi-Agent Systems: A Case Study in Prompt Engineering Quality Assurance

Iterative Audit Convergence in LLM-Managed Multi-Agent Systems: A Case Study in Prompt Engineering Quality Assurance | Signal Canvas | ScienceToStartup

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Canonical route: /signal-canvas/iterative-audit-convergence-in-llm-managed-multi-agent-systems-a-case-study-in-prompt-engineering-quality-assurance

stale

Proof freshness: stale
Proof status: unverified
Display score: 3/10
Last proof check: 2026-05-13
Score updated: 2026-05-13
Score fresh until: 2026-06-12
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 iterative-audit-convergence-in-llm-managed-multi-agent-systems-a-case-study-in-prompt-engineering-quality-assurance | Route /signal-canvas/iterative-audit-convergence-in-llm-managed-multi-agent-systems-a-case-study-in-prompt-engineering-quality-assurance

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/iterative-audit-convergence-in-llm-managed-multi-agent-systems-a-case-study-in-prompt-engineering-quality-assurance

MCP example

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source_context

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Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Iterative Audit Convergence in LLM-Managed Multi-Agent Systems: A Case Study in Prompt Engineering Quality Assurance

PDF: https://arxiv.org/pdf/2605.12280v1

Source count: 3

Coverage: 50%

Last proof check: 2026-05-13T21:04:26.317Z

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Subject: Iterative Audit Convergence in LLM-Managed Multi-Agent Systems: A Case Study in Prompt Engineering Quality Assurance

Verdict

Ignore

Iterative Audit Convergence in LLM-Managed Multi-Agent Systems: A Case Study in Prompt Engineering Quality Assurance

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