Beyond Cooperative Simulators: Generating Realistic User Personas for Robust Evaluation of LLM Agents

Beyond Cooperative Simulators: Generating Realistic User Personas for Robust Evaluation of LLM Agents | Signal Canvas | ScienceToStartup

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Canonical route: /signal-canvas/beyond-cooperative-simulators-generating-realistic-user-personas-for-robust-evaluation-of-llm-agents

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Proof freshness: fresh
Proof status: unverified
Display score: 6/10
Last proof check: 2026-05-14
Score updated: 2026-05-14
Score fresh until: 2026-06-13
References: 0
Source count: 0
Coverage: 0%

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Agent Handoff

Canonical ID beyond-cooperative-simulators-generating-realistic-user-personas-for-robust-evaluation-of-llm-agents | Route /signal-canvas/beyond-cooperative-simulators-generating-realistic-user-personas-for-robust-evaluation-of-llm-agents

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/beyond-cooperative-simulators-generating-realistic-user-personas-for-robust-evaluation-of-llm-agents

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: Beyond Cooperative Simulators: Generating Realistic User Personas for Robust Evaluation of LLM Agents

PDF: https://arxiv.org/pdf/2605.12894v1

Repository: https://github.com/harshita-chopra/persona-policies

Source count: Pending verification

Coverage: 0%

Last proof check: 2026-05-14T20:10:28.671Z

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Subject: Beyond Cooperative Simulators: Generating Realistic User Personas for Robust Evaluation of LLM Agents

Beyond Cooperative Simulators: Generating Realistic User Personas for Robust Evaluation of LLM Agents

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