Towards Long-horizon Agentic Multimodal Search

Towards Long-horizon Agentic Multimodal Search | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/towards-long-horizon-agentic-multimodal-search

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-04-15
Score updated: 2026-04-15
Score fresh until: 2026-05-15
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 towards-long-horizon-agentic-multimodal-search | Route /signal-canvas/towards-long-horizon-agentic-multimodal-search

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/towards-long-horizon-agentic-multimodal-search

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "towards-long-horizon-agentic-multimodal-search",
    "query_text": "Summarize Towards Long-horizon Agentic Multimodal Search"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Towards Long-horizon Agentic Multimodal Search",
  "normalized_query": "2604.12890",
  "route": "/signal-canvas/towards-long-horizon-agentic-multimodal-search",
  "paper_ref": "towards-long-horizon-agentic-multimodal-search",
  "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: Towards Long-horizon Agentic Multimodal Search

PDF: https://arxiv.org/pdf/2604.12890v1

Repository: https://github.com/RUCAIBox/LMM-Searcher

Source count: 4

Coverage: 67%

Last proof check: 2026-04-15T16:58:19.340Z

Signal Canvas receipt window

Ready for execution: Towards Long-horizon Agentic Multimodal Search

/buildability/towards-long-horizon-agentic-multimodal-search

Build Nowready

Subject: Towards Long-horizon Agentic Multimodal Search

Verdict

Build Now

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

Time to first demo

Insufficient data

No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.

Compute envelope

Structured compute envelope

Insufficient data

No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.

Towards Long-horizon Agentic Multimodal Search

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