PathNavigate: A Training-Free Pathology Agent with Surprise-Guided Scan and Shared Slide Memory for Whole-Slide Image VQA

PathNavigate: A Training-Free Pathology Agent with Surprise-Guided Scan and Shared Slide Memory for Whole-Slide Image VQA | Signal Canvas | ScienceToStartup

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Signal Canvas proof surface

Canonical route: /signal-canvas/pathnavigate-a-training-free-pathology-agent-with-surprise-guided-scan-and-shared-slide-memory-for-whole-slide-image-vqa

stale

Proof freshness: stale
Proof status: unverified
Display score: 6/10
Last proof check: 2026-05-25
Score updated: 2026-05-25
Score fresh until: 2026-06-24
References: 0
Source count: 3
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 pathnavigate-a-training-free-pathology-agent-with-surprise-guided-scan-and-shared-slide-memory-for-whole-slide-image-vqa | Route /signal-canvas/pathnavigate-a-training-free-pathology-agent-with-surprise-guided-scan-and-shared-slide-memory-for-whole-slide-image-vqa

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/pathnavigate-a-training-free-pathology-agent-with-surprise-guided-scan-and-shared-slide-memory-for-whole-slide-image-vqa

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "pathnavigate-a-training-free-pathology-agent-with-surprise-guided-scan-and-shared-slide-memory-for-whole-slide-image-vqa",
    "query_text": "Summarize PathNavigate: A Training-Free Pathology Agent with Surprise-Guided Scan and Shared Slide Memory for Whole-Slide Image VQA"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "PathNavigate: A Training-Free Pathology Agent with Surprise-Guided Scan and Shared Slide Memory for Whole-Slide Image VQA",
  "normalized_query": "2605.23559",
  "route": "/signal-canvas/pathnavigate-a-training-free-pathology-agent-with-surprise-guided-scan-and-shared-slide-memory-for-whole-slide-image-vqa",
  "paper_ref": "pathnavigate-a-training-free-pathology-agent-with-surprise-guided-scan-and-shared-slide-memory-for-whole-slide-image-vqa",
  "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: PathNavigate: A Training-Free Pathology Agent with Surprise-Guided Scan and Shared Slide Memory for Whole-Slide Image VQA

PDF: https://arxiv.org/pdf/2605.23559v1

Source count: 3

Coverage: 50%

Last proof check: 2026-05-25T20:36:21.778Z

Signal Canvas receipt window

Watch and verify: PathNavigate: A Training-Free Pathology Agent with Surprise-Guided Scan and Shared Slide Memory for Whole-Slide Image VQA

/buildability/pathnavigate-a-training-free-pathology-agent-with-surprise-guided-scan-and-shared-slide-memory-for-whole-slide-image-vqa

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Subject: PathNavigate: A Training-Free Pathology Agent with Surprise-Guided Scan and Shared Slide Memory for Whole-Slide Image VQA

Verdict

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PathNavigate: A Training-Free Pathology Agent with Surprise-Guided Scan and Shared Slide Memory for Whole-Slide Image VQA

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