Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning

Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/planner-matters-an-efficient-and-unbalanced-multi-agent-collaboration-framework-for-long-horizon-planning

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-05-05
Score updated: 2026-05-05
Score fresh until: 2026-06-04
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 planner-matters-an-efficient-and-unbalanced-multi-agent-collaboration-framework-for-long-horizon-planning | Route /signal-canvas/planner-matters-an-efficient-and-unbalanced-multi-agent-collaboration-framework-for-long-horizon-planning

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/planner-matters-an-efficient-and-unbalanced-multi-agent-collaboration-framework-for-long-horizon-planning

MCP example

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    "query_text": "Summarize Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning"
  }
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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: Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning

PDF: https://arxiv.org/pdf/2605.02168v1

Source count: 3

Coverage: 50%

Last proof check: 2026-05-05T20:28:23.827Z

Signal Canvas receipt window

Watch and verify: Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning

/buildability/planner-matters-an-efficient-and-unbalanced-multi-agent-collaboration-framework-for-long-horizon-planning

Watchwatch

Subject: Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning

Verdict

Watch

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

Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning

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