Revision or Re-Solving? Decomposing Second-Pass Gains in Multi-LLM Pipelines

Revision or Re-Solving? Decomposing Second-Pass Gains in Multi-LLM Pipelines | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/revision-or-re-solving-decomposing-second-pass-gains-in-multi-llm-pipelines

stale

Proof freshness: stale
Proof status: unverified
Display score: 5/10
Last proof check: 2026-04-02
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 4
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 revision-or-re-solving-decomposing-second-pass-gains-in-multi-llm-pipelines | Route /signal-canvas/revision-or-re-solving-decomposing-second-pass-gains-in-multi-llm-pipelines

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/revision-or-re-solving-decomposing-second-pass-gains-in-multi-llm-pipelines

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "revision-or-re-solving-decomposing-second-pass-gains-in-multi-llm-pipelines",
    "query_text": "Summarize Revision or Re-Solving? Decomposing Second-Pass Gains in Multi-LLM Pipelines"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Revision or Re-Solving? Decomposing Second-Pass Gains in Multi-LLM Pipelines",
  "normalized_query": "2604.01029",
  "route": "/signal-canvas/revision-or-re-solving-decomposing-second-pass-gains-in-multi-llm-pipelines",
  "paper_ref": "revision-or-re-solving-decomposing-second-pass-gains-in-multi-llm-pipelines",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: 4

Proof: Verification pending

Freshness state: computing

Source paper: Revision or Re-Solving? Decomposing Second-Pass Gains in Multi-LLM Pipelines

PDF: https://arxiv.org/pdf/2604.01029v1

Source count: 3

Coverage: 50%

Last proof check: 2026-04-02T21:00:26.892Z

Signal Canvas receipt window

Watch and verify: Revision or Re-Solving? Decomposing Second-Pass Gains in Multi-LLM Pipelines

/buildability/revision-or-re-solving-decomposing-second-pass-gains-in-multi-llm-pipelines

Watchwatch

Subject: Revision or Re-Solving? Decomposing Second-Pass Gains in Multi-LLM Pipelines

Verdict

Watch

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

Revision or Re-Solving? Decomposing Second-Pass Gains in Multi-LLM Pipelines

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface