Belief Engine: Configurable and Inspectable Stance Dynamics in Multi-Agent LLM Deliberation

Belief Engine: Configurable and Inspectable Stance Dynamics in Multi-Agent LLM Deliberation | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/belief-engine-configurable-and-inspectable-stance-dynamics-in-multi-agent-llm-deliberation

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-05-18
Score updated: 2026-05-18
Score fresh until: 2026-06-17
References: 0
Source count: 4
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 belief-engine-configurable-and-inspectable-stance-dynamics-in-multi-agent-llm-deliberation | Route /signal-canvas/belief-engine-configurable-and-inspectable-stance-dynamics-in-multi-agent-llm-deliberation

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/belief-engine-configurable-and-inspectable-stance-dynamics-in-multi-agent-llm-deliberation

MCP example

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    "query_text": "Summarize Belief Engine: Configurable and Inspectable Stance Dynamics in Multi-Agent LLM Deliberation"
  }
}

source_context

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Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Belief Engine: Configurable and Inspectable Stance Dynamics in Multi-Agent LLM Deliberation

PDF: https://arxiv.org/pdf/2605.15343v1

Repository: https://github.com/goodfeli/dlbook_notation

Source count: 4

Coverage: 50%

Last proof check: 2026-05-18T20:30:21.946Z

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Subject: Belief Engine: Configurable and Inspectable Stance Dynamics in Multi-Agent LLM Deliberation

Verdict

Belief Engine: Configurable and Inspectable Stance Dynamics in Multi-Agent LLM Deliberation

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