Scaling Neural Network Verification with Tensor Parallelism and Fully Sharded Data Parallelism

Scaling Neural Network Verification with Tensor Parallelism and Fully Sharded Data Parallelism | Signal Canvas | ScienceToStartup

Page Freshness

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Canonical route: /signal-canvas/scaling-neural-network-verification-with-tensor-parallelism-and-fully-sharded-data-parallelism

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Proof freshness: fresh
Proof status: unverified
Display score: 0/10
Last proof check: 2026-06-09
Score updated: 2026-06-09
Score fresh until: 2026-07-09
References: 0
Source count: 3
Coverage: 50%

Page-specific freshness sourced from this paper's evidence receipt and score bundle.

Agent Handoff

Canonical ID scaling-neural-network-verification-with-tensor-parallelism-and-fully-sharded-data-parallelism | Route /signal-canvas/scaling-neural-network-verification-with-tensor-parallelism-and-fully-sharded-data-parallelism

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curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/scaling-neural-network-verification-with-tensor-parallelism-and-fully-sharded-data-parallelism

MCP example

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source_context

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Evidence Receipt

Route status: building

Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Scaling Neural Network Verification with Tensor Parallelism and Fully Sharded Data Parallelism

PDF: https://arxiv.org/pdf/2606.09377v1

Source count: 3

Coverage: 50%

Last proof check: 2026-06-09T03:25:25.524Z

Signal Canvas receipt window

Not build-ready: Scaling Neural Network Verification with Tensor Parallelism and Fully Sharded Data Parallelism

/buildability/scaling-neural-network-verification-with-tensor-parallelism-and-fully-sharded-data-parallelism

Ignoreblocked

Subject: Scaling Neural Network Verification with Tensor Parallelism and Fully Sharded Data Parallelism

Verdict

Ignore

Verdict is Ignore because current viability and proof state do not clear the buildability gate.

Scaling Neural Network Verification with Tensor Parallelism and Fully Sharded Data Parallelism

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