CIA: Inferring the Communication Topology from LLM-based Multi-Agent Systems

CIA: Inferring the Communication Topology from LLM-based Multi-Agent Systems | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/cia-inferring-the-communication-topology-from-llm-based-multi-agent-systems

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-04-15
Score updated: 2026-04-15
Score fresh until: 2026-05-15
References: 0
Source count: 4
Coverage: 83%

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 cia-inferring-the-communication-topology-from-llm-based-multi-agent-systems | Route /signal-canvas/cia-inferring-the-communication-topology-from-llm-based-multi-agent-systems

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/cia-inferring-the-communication-topology-from-llm-based-multi-agent-systems

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "cia-inferring-the-communication-topology-from-llm-based-multi-agent-systems",
    "query_text": "Summarize CIA: Inferring the Communication Topology from LLM-based Multi-Agent Systems"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "CIA: Inferring the Communication Topology from LLM-based Multi-Agent Systems",
  "normalized_query": "2604.12461",
  "route": "/signal-canvas/cia-inferring-the-communication-topology-from-llm-based-multi-agent-systems",
  "paper_ref": "cia-inferring-the-communication-topology-from-llm-based-multi-agent-systems",
  "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: CIA: Inferring the Communication Topology from LLM-based Multi-Agent Systems

PDF: https://arxiv.org/pdf/2604.12461v1

Repository: https://github.com/aabbbcd/CIA

Source count: 4

Coverage: 83%

Last proof check: 2026-04-15T20:33:39.876Z

Signal Canvas receipt window

Ready for execution: CIA: Inferring the Communication Topology from LLM-based Multi-Agent Systems

/buildability/cia-inferring-the-communication-topology-from-llm-based-multi-agent-systems

Build Nowready

Subject: CIA: Inferring the Communication Topology from LLM-based Multi-Agent Systems

Verdict

Build Now

Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.

CIA: Inferring the Communication Topology from LLM-based Multi-Agent Systems

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface