CliffSearch: Structured Agentic Co-Evolution over Theory and Code for Scientific Algorithm Discovery

CliffSearch: Structured Agentic Co-Evolution over Theory and Code for Scientific Algorithm Discovery | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/cliffsearch-structured-agentic-co-evolution-over-theory-and-code-for-scientific-algorithm-discovery

stale

Proof freshness: stale
Proof status: unverified
Display score: 6/10
Last proof check: 2026-04-02
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 99
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 cliffsearch-structured-agentic-co-evolution-over-theory-and-code-for-scientific-algorithm-discovery | Route /signal-canvas/cliffsearch-structured-agentic-co-evolution-over-theory-and-code-for-scientific-algorithm-discovery

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/cliffsearch-structured-agentic-co-evolution-over-theory-and-code-for-scientific-algorithm-discovery

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "cliffsearch-structured-agentic-co-evolution-over-theory-and-code-for-scientific-algorithm-discovery",
    "query_text": "Summarize CliffSearch: Structured Agentic Co-Evolution over Theory and Code for Scientific Algorithm Discovery"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "CliffSearch: Structured Agentic Co-Evolution over Theory and Code for Scientific Algorithm Discovery",
  "normalized_query": "2604.01210",
  "route": "/signal-canvas/cliffsearch-structured-agentic-co-evolution-over-theory-and-code-for-scientific-algorithm-discovery",
  "paper_ref": "cliffsearch-structured-agentic-co-evolution-over-theory-and-code-for-scientific-algorithm-discovery",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: 99

Proof: Verification pending

Freshness state: computing

Source paper: CliffSearch: Structured Agentic Co-Evolution over Theory and Code for Scientific Algorithm Discovery

PDF: https://arxiv.org/pdf/2604.01210v1

Source count: 3

Coverage: 50%

Last proof check: 2026-04-02T20:57:45.411Z

Signal Canvas receipt window

Watch and verify: CliffSearch: Structured Agentic Co-Evolution over Theory and Code for Scientific Algorithm Discovery

/buildability/cliffsearch-structured-agentic-co-evolution-over-theory-and-code-for-scientific-algorithm-discovery

Watchwatch

Subject: CliffSearch: Structured Agentic Co-Evolution over Theory and Code for Scientific Algorithm Discovery

Verdict

Watch

Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.

CliffSearch: Structured Agentic Co-Evolution over Theory and Code for Scientific Algorithm Discovery

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