proof blockPage 356%
This equation captures one of the core mathematical components of the system. a∈A L(a, D)
Deployment-Aligned Low-Precision Neural Architecture Search for Spaceborne Edge AI explores A framework for neural architecture search that directly optimizes for low-precision hardware, improving accuracy and robustness for edge AI deployments.. Commercial viability score: 7/10 in Edge AI.
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Page Freshness
Canonical route: /paper/deployment-aligned-low-precision-neural-architecture-search-for-spaceborne-edge-ai
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Canonical ID deployment-aligned-low-precision-neural-architecture-search-for-spaceborne-edge-ai | Route /paper/deployment-aligned-low-precision-neural-architecture-search-for-spaceborne-edge-ai
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/deployment-aligned-low-precision-neural-architecture-search-for-spaceborne-edge-aiMCP example
{
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"arxiv_id": "2604.24492"
}
}source_context
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}Paper proof page receipt window
/buildability/deployment-aligned-low-precision-neural-architecture-search-for-spaceborne-edge-ai
Subject: Deployment-Aligned Low-Precision Neural Architecture Search for Spaceborne Edge AI
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
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.
Constellation, claims, and market context stay visible on the paper proof page even when commercialization rails are held back for incomplete proof receipts.
Research neighborhood
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Preparing verified analysis
Dimensions overall score 7.0
Visual citation anchors from the paper document graph.
This equation captures one of the core mathematical components of the system. a∈A L(a, D)
Owned Distribution
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References are not available from the internal index yet.
Receipt path
/buildability/deployment-aligned-low-precision-neural-architecture-search-for-spaceborne-edge-ai
Paper ref
deployment-aligned-low-precision-neural-architecture-search-for-spaceborne-edge-ai
arXiv id
2604.24492
Generated at
2026-04-28T15:17:43.592Z
Evidence freshness
fresh
Last verification
2026-04-28T15:17:43.592Z
Sources
3
References
0
Coverage
50%
Lineage hash
c5aa11576eaf022fb880ee62363face3d8d66bde37afe3d3317430f9f1823122
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 / 3 sources / Verification pending
repo_url
references
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This equation captures one of the core mathematical components of the system. C(a) ≤Cmax.
Page and bbox are available; crop image is pending.
This equation captures one of the core mathematical components of the system. F(a) = α · fps(a) + β · Metric(a) · eγ·Metric(a)
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