Decoupled Smart Contract Audits: Lightweight LLM Framework via Distillation and Aggregation

Decoupled Smart Contract Audits: Lightweight LLM Framework via Distillation and Aggregation | Signal Canvas | ScienceToStartup

Page Freshness

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Canonical route: /signal-canvas/decoupled-smart-contract-audits-lightweight-llm-framework-via-distillation-and-aggregation

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Proof freshness: fresh
Proof status: unverified
Display score: 8/10
Last proof check: 2026-06-03
Score updated: 2026-06-03
Score fresh until: 2026-07-03
References: 0
Source count: 3
Coverage: 50%

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

Agent Handoff

Canonical ID decoupled-smart-contract-audits-lightweight-llm-framework-via-distillation-and-aggregation | Route /signal-canvas/decoupled-smart-contract-audits-lightweight-llm-framework-via-distillation-and-aggregation

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curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/decoupled-smart-contract-audits-lightweight-llm-framework-via-distillation-and-aggregation

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: Decoupled Smart Contract Audits: Lightweight LLM Framework via Distillation and Aggregation

PDF: https://arxiv.org/pdf/2606.03128v1

Source count: 3

Coverage: 50%

Last proof check: 2026-06-03T20:41:08.522Z

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Watch and verify: Decoupled Smart Contract Audits: Lightweight LLM Framework via Distillation and Aggregation

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Subject: Decoupled Smart Contract Audits: Lightweight LLM Framework via Distillation and Aggregation

Verdict

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

Decoupled Smart Contract Audits: Lightweight LLM Framework via Distillation and Aggregation

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