Visually-Guided Policy Optimization for Multimodal Reasoning

Visually-Guided Policy Optimization for Multimodal Reasoning | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/visually-guided-policy-optimization-for-multimodal-reasoning

stale

Proof freshness: stale
Proof status: partial
Display score: 3/10
Last proof check: 2026-04-13
Score updated: 2026-04-13
Score fresh until: 2026-05-13
References: 0
Source count: 4
Coverage: 67%

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 visually-guided-policy-optimization-for-multimodal-reasoning | Route /signal-canvas/visually-guided-policy-optimization-for-multimodal-reasoning

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/visually-guided-policy-optimization-for-multimodal-reasoning

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "visually-guided-policy-optimization-for-multimodal-reasoning",
    "query_text": "Summarize Visually-Guided Policy Optimization for Multimodal Reasoning"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Visually-Guided Policy Optimization for Multimodal Reasoning",
  "normalized_query": "2604.09349",
  "route": "/signal-canvas/visually-guided-policy-optimization-for-multimodal-reasoning",
  "paper_ref": "visually-guided-policy-optimization-for-multimodal-reasoning",
  "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: Visually-Guided Policy Optimization for Multimodal Reasoning

PDF: https://arxiv.org/pdf/2604.09349v1

Source count: 4

Coverage: 67%

Last proof check: 2026-04-13T20:33:11.273Z

Signal Canvas receipt window

Not build-ready: Visually-Guided Policy Optimization for Multimodal Reasoning

/buildability/visually-guided-policy-optimization-for-multimodal-reasoning

Ignoreblocked

Subject: Visually-Guided Policy Optimization for Multimodal Reasoning

Verdict

Ignore

Verdict is Ignore because current viability and proof state do not clear the buildability gate.

Visually-Guided Policy Optimization for Multimodal Reasoning

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Signal Canvas proof surface