MuRF: Unlocking the Multi-Scale Potential of Vision Foundation Models

MuRF: Unlocking the Multi-Scale Potential of Vision Foundation Models | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/murf-unlocking-the-multi-scale-potential-of-vision-foundation-models

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-03-30
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 0
Source count: 0
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 murf-unlocking-the-multi-scale-potential-of-vision-foundation-models | Route /signal-canvas/murf-unlocking-the-multi-scale-potential-of-vision-foundation-models

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/murf-unlocking-the-multi-scale-potential-of-vision-foundation-models

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "murf-unlocking-the-multi-scale-potential-of-vision-foundation-models",
    "query_text": "Summarize MuRF: Unlocking the Multi-Scale Potential of Vision Foundation Models"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "MuRF: Unlocking the Multi-Scale Potential of Vision Foundation Models",
  "normalized_query": "2603.25744",
  "route": "/signal-canvas/murf-unlocking-the-multi-scale-potential-of-vision-foundation-models",
  "paper_ref": "murf-unlocking-the-multi-scale-potential-of-vision-foundation-models",
  "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: MuRF: Unlocking the Multi-Scale Potential of Vision Foundation Models

PDF: https://arxiv.org/pdf/2603.25744v1

Repository: https://github.com/orgs/MuRF-VFM

Source count: Pending verification

Coverage: 50%

Last proof check: 2026-03-30T20:30:37.775Z

Signal Canvas receipt window

Ready for execution: MuRF: Unlocking the Multi-Scale Potential of Vision Foundation Models

/buildability/murf-unlocking-the-multi-scale-potential-of-vision-foundation-models

Build Nowready

Subject: MuRF: Unlocking the Multi-Scale Potential of Vision Foundation Models

Verdict

Build Now

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

MuRF: Unlocking the Multi-Scale Potential of Vision Foundation Models

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface