Refute-or-Promote: An Adversarial Stage-Gated Multi-Agent Review Methodology for High-Precision LLM-Assisted Defect Discovery

Refute-or-Promote: An Adversarial Stage-Gated Multi-Agent Review Methodology for High-Precision LLM-Assisted Defect Discovery | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/refute-or-promote-an-adversarial-stage-gated-multi-agent-review-methodology-for-high-precision-llm-assisted-defect-disco

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-04-22
Score updated: 2026-04-22
Score fresh until: 2026-05-22
References: 53
Source count: 4
Coverage: 100%

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 refute-or-promote-an-adversarial-stage-gated-multi-agent-review-methodology-for-high-precision-llm-assisted-defect-disco | Route /signal-canvas/refute-or-promote-an-adversarial-stage-gated-multi-agent-review-methodology-for-high-precision-llm-assisted-defect-disco

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/refute-or-promote-an-adversarial-stage-gated-multi-agent-review-methodology-for-high-precision-llm-assisted-defect-disco

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "refute-or-promote-an-adversarial-stage-gated-multi-agent-review-methodology-for-high-precision-llm-assisted-defect-disco",
    "query_text": "Summarize Refute-or-Promote: An Adversarial Stage-Gated Multi-Agent Review Methodology for High-Precision LLM-Assisted Defect Discovery"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Refute-or-Promote: An Adversarial Stage-Gated Multi-Agent Review Methodology for High-Precision LLM-Assisted Defect Discovery",
  "normalized_query": "2604.19049",
  "route": "/signal-canvas/refute-or-promote-an-adversarial-stage-gated-multi-agent-review-methodology-for-high-precision-llm-assisted-defect-disco",
  "paper_ref": "refute-or-promote-an-adversarial-stage-gated-multi-agent-review-methodology-for-high-precision-llm-assisted-defect-disco",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 1

References: 53

Proof: Verification pending

Freshness state: computing

Source paper: Refute-or-Promote: An Adversarial Stage-Gated Multi-Agent Review Methodology for High-Precision LLM-Assisted Defect Discovery

PDF: https://arxiv.org/pdf/2604.19049v1

Repository: https://github.com/abhinavagarwal07/refute-or-promote

Source count: 4

Coverage: 100%

Last proof check: 2026-04-22T20:32:44.751Z

Signal Canvas receipt window

Ready for execution: Refute-or-Promote: An Adversarial Stage-Gated Multi-Agent Review Methodology for High-Precision LLM-Assisted Defect Discovery

/buildability/refute-or-promote-an-adversarial-stage-gated-multi-agent-review-methodology-for-high-precision-llm-assisted-defect-disco

Build Nowready

Subject: Refute-or-Promote: An Adversarial Stage-Gated Multi-Agent Review Methodology for High-Precision LLM-Assisted Defect Discovery

Refute-or-Promote: An Adversarial Stage-Gated Multi-Agent Review Methodology for High-Precision LLM-Assisted Defect Discovery

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface