CommCP: Efficient Multi-Agent Coordination via LLM-Based Communication with Conformal Prediction

CommCP: Efficient Multi-Agent Coordination via LLM-Based Communication with Conformal Prediction | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/commcp-efficient-multi-agent-coordination-via-llm-based-communication-with-conformal-prediction

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-04-02
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 0
Source count: 0
Coverage: 17%

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 commcp-efficient-multi-agent-coordination-via-llm-based-communication-with-conformal-prediction | Route /signal-canvas/commcp-efficient-multi-agent-coordination-via-llm-based-communication-with-conformal-prediction

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/commcp-efficient-multi-agent-coordination-via-llm-based-communication-with-conformal-prediction

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "commcp-efficient-multi-agent-coordination-via-llm-based-communication-with-conformal-prediction",
    "query_text": "Summarize CommCP: Efficient Multi-Agent Coordination via LLM-Based Communication with Conformal Prediction"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "CommCP: Efficient Multi-Agent Coordination via LLM-Based Communication with Conformal Prediction",
  "normalized_query": "2602.06038",
  "route": "/signal-canvas/commcp-efficient-multi-agent-coordination-via-llm-based-communication-with-conformal-prediction",
  "paper_ref": "commcp-efficient-multi-agent-coordination-via-llm-based-communication-with-conformal-prediction",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: CommCP: Efficient Multi-Agent Coordination via LLM-Based Communication with Conformal Prediction

PDF: https://arxiv.org/pdf/2602.06038v1

Source count: Pending verification

Coverage: 17%

Last proof check: 2026-04-02T02:30:40.136Z

Signal Canvas receipt window

Watch and verify: CommCP: Efficient Multi-Agent Coordination via LLM-Based Communication with Conformal Prediction

/buildability/commcp-efficient-multi-agent-coordination-via-llm-based-communication-with-conformal-prediction

Watchwatch

Subject: CommCP: Efficient Multi-Agent Coordination via LLM-Based Communication with Conformal Prediction

Verdict

Watch

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

CommCP: Efficient Multi-Agent Coordination via LLM-Based Communication with Conformal Prediction

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