Predictive Maps of Multi-Agent Reasoning: A Successor-Representation Spectrum for LLM Communication Topologies

Predictive Maps of Multi-Agent Reasoning: A Successor-Representation Spectrum for LLM Communication Topologies | Signal Canvas | ScienceToStartup

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Canonical route: /signal-canvas/predictive-maps-of-multi-agent-reasoning-a-successor-representation-spectrum-for-llm-communication-topologies

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Proof freshness: fresh
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: 0
Coverage: 0%

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 predictive-maps-of-multi-agent-reasoning-a-successor-representation-spectrum-for-llm-communication-topologies | Route /signal-canvas/predictive-maps-of-multi-agent-reasoning-a-successor-representation-spectrum-for-llm-communication-topologies

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/predictive-maps-of-multi-agent-reasoning-a-successor-representation-spectrum-for-llm-communication-topologies

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "predictive-maps-of-multi-agent-reasoning-a-successor-representation-spectrum-for-llm-communication-topologies",
    "query_text": "Summarize Predictive Maps of Multi-Agent Reasoning: A Successor-Representation Spectrum for LLM Communication Topologies"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Predictive Maps of Multi-Agent Reasoning: A Successor-Representation Spectrum for LLM Communication Topologies",
  "normalized_query": "2605.11453",
  "route": "/signal-canvas/predictive-maps-of-multi-agent-reasoning-a-successor-representation-spectrum-for-llm-communication-topologies",
  "paper_ref": "predictive-maps-of-multi-agent-reasoning-a-successor-representation-spectrum-for-llm-communication-topologies",
  "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: Predictive Maps of Multi-Agent Reasoning: A Successor-Representation Spectrum for LLM Communication Topologies

PDF: https://arxiv.org/pdf/2605.11453v1

Source count: Pending verification

Coverage: 0%

Last proof check: 2026-05-13T20:19:31.376Z

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Not build-ready: Predictive Maps of Multi-Agent Reasoning: A Successor-Representation Spectrum for LLM Communication Topologies

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Subject: Predictive Maps of Multi-Agent Reasoning: A Successor-Representation Spectrum for LLM Communication Topologies

Verdict

Ignore

Predictive Maps of Multi-Agent Reasoning: A Successor-Representation Spectrum for LLM Communication Topologies

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