Evidence Receipt. Related Resources.
Evidence Receipt. Related Resources.
Compared to this week’s papers
Verification pending
Use This Via API or MCP
Signal Canvas is the citation-first public layer for turning one paper into a structured commercialization narrative. Use it to hand off into REST, MCP, Build Loop, and launch-pack execution without losing source lineage.
Use This Via API or MCP
Route this paper proof surface into REST, MCP, or developer workflows while preserving the same evidence receipt and related-resource context.
Page Freshness
Canonical route: /signal-canvas/do-more-agents-help-controlled-and-protocol-aligned-evaluation-of-llm-agent-workflows
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Canonical ID do-more-agents-help-controlled-and-protocol-aligned-evaluation-of-llm-agent-workflows | Route /signal-canvas/do-more-agents-help-controlled-and-protocol-aligned-evaluation-of-llm-agent-workflows
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/do-more-agents-help-controlled-and-protocol-aligned-evaluation-of-llm-agent-workflowsMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "do-more-agents-help-controlled-and-protocol-aligned-evaluation-of-llm-agent-workflows",
"query_text": "Summarize Do More Agents Help? Controlled and Protocol-Aligned Evaluation of LLM Agent Workflows"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "Do More Agents Help? Controlled and Protocol-Aligned Evaluation of LLM Agent Workflows",
"normalized_query": "2606.05670",
"route": "/signal-canvas/do-more-agents-help-controlled-and-protocol-aligned-evaluation-of-llm-agent-workflows",
"paper_ref": "do-more-agents-help-controlled-and-protocol-aligned-evaluation-of-llm-agent-workflows",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Claims: 1
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: Do More Agents Help? Controlled and Protocol-Aligned Evaluation of LLM Agent Workflows
PDF: https://arxiv.org/pdf/2606.05670v1
Repository: https://github.com/LINs-lab/MASArena/tree/BenchAgent
Source count: 4
Coverage: 83%
Last proof check: 2026-06-06T11:26:37.045Z
Signal Canvas receipt window
/buildability/do-more-agents-help-controlled-and-protocol-aligned-evaluation-of-llm-agent-workflows
Subject: Do More Agents Help? Controlled and Protocol-Aligned Evaluation of LLM Agent Workflows
Verdict
Preparing verified analysis
Dimensions overall score 0.0
{"file name": "input.pdf", "number of pages": 33, "author": "Yuhang Fu; Ruishan Fang; Jiaqi Shao; Huiyu Zheng; Zhengtao Zhu; Bing Luo; Tao Lin"
Implication not extracted yet.
partial
Related resources will appear here when this paper maps cleanly to topic, benchmark, or dataset surfaces.
Use an AI coding agent to implement this research.
Lightweight coding agent in your terminal.
Agentic coding tool for terminal workflows.
AI agent mindset installer and workflow scaffolder.
AI-first code editor built on VS Code.
Free, open-source editor by Microsoft.
Estimated $9K - $13K over 6-10 weeks.
See exactly what it costs to build this -- with 3 comparable funded startups.
7-day free trial. Cancel anytime.
Discover the researchers behind this paper and find similar experts.
7-day free trial. Cancel anytime.
Ignore
Verdict is Ignore because current viability and proof state do not clear the buildability gate.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Receipt path
/buildability/do-more-agents-help-controlled-and-protocol-aligned-evaluation-of-llm-agent-workflows
Paper ref
do-more-agents-help-controlled-and-protocol-aligned-evaluation-of-llm-agent-workflows
arXiv id
2606.05670
Generated at
2026-06-06T11:26:37.045Z
Evidence freshness
fresh
Last verification
2026-06-06T11:26:37.045Z
Sources
4
References
0
Coverage
83%
Lineage hash
2dde069bba7fc39bb8e4aff8bc31dee31ad39ab73da1311d0144ab03f4958fbb
Canonical opportunity-kernel lineage hash.
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Pending verification refs / 4 sources / Verification pending
references