proof blockPage 368%
This equation captures one of the core mathematical components of the system. I = c, p0, η, δ, γ, κ, M where c denotes the part category, p0 ∈Rd is the
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COSMO-Agent: Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration explores An LLM-powered agent that orchestrates CAD-CAE tools to automate industrial design optimization, validated on an industry-aligned dataset.. Commercial viability score: 8/10 in Agents.
Use This Via API or MCP
This route is the stable paper-level surface for citations, viability, references, and downstream handoffs. Use it as the proof layer behind Signal Canvas, workspace creation, and launch-pack generation.
Page Freshness
Canonical route: /paper/cosmo-agent-tool-augmented-agent-for-closed-loop-optimization-simulation-and-modeling-orchestration
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 cosmo-agent-tool-augmented-agent-for-closed-loop-optimization-simulation-and-modeling-orchestration | Route /paper/cosmo-agent-tool-augmented-agent-for-closed-loop-optimization-simulation-and-modeling-orchestration
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/cosmo-agent-tool-augmented-agent-for-closed-loop-optimization-simulation-and-modeling-orchestrationMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.05547"
}
}source_context
{
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"mode": "paper",
"query": "COSMO-Agent: Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration",
"normalized_query": "2604.05547",
"route": "/paper/cosmo-agent-tool-augmented-agent-for-closed-loop-optimization-simulation-and-modeling-orchestration",
"paper_ref": "cosmo-agent-tool-augmented-agent-for-closed-loop-optimization-simulation-and-modeling-orchestration",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Paper proof page receipt window
/buildability/cosmo-agent-tool-augmented-agent-for-closed-loop-optimization-simulation-and-modeling-orchestration
Subject: COSMO-Agent: Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration
Verdict
Watch
Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.
Time to first demo
Insufficient data
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Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
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Research neighborhood
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Dimensions overall score 8.0
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Visual citation anchors from the paper document graph.
This equation captures one of the core mathematical components of the system. I = c, p0, η, δ, γ, κ, M where c denotes the part category, p0 ∈Rd is the
Page and bbox are available; crop image is pending.
Owned Distribution
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References are not available from the internal index yet.
Receipt path
/buildability/cosmo-agent-tool-augmented-agent-for-closed-loop-optimization-simulation-and-modeling-orchestration
Paper ref
cosmo-agent-tool-augmented-agent-for-closed-loop-optimization-simulation-and-modeling-orchestration
arXiv id
2604.05547
Generated at
2026-04-08T03:21:54.703Z
Evidence freshness
fresh
Last verification
2026-04-08T03:21:54.703Z
Sources
0
References
0
Coverage
0%
Lineage hash
a93bbf7b49190f58b11d4a5e1727e130babfbddfbc268ea2d9cdf859a4354106
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.
Verification pending / evidence receipt incomplete
paper_evidence_receipts.references_count
paper_evidence_receipts.coverage
This equation captures one of the core mathematical components of the system. ∥ui∥2 = q u2 x,i + u2 y,i + u2 z,i, umax = max i ∥ui∥2 For the stress components (σxx, σyy, σzz, τxy, τyz, τzx), we defi
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This equation captures one of the core mathematical components of the system. dist(q, Fj) ≤ε within tolerance ε are selected as load faces or constraint faces, w
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