A Multi-Dimensional Quality Scoring Framework for Decentralized LLM Inference with Proof of Quality

A Multi-Dimensional Quality Scoring Framework for Decentralized LLM Inference with Proof of Quality | Signal Canvas | ScienceToStartup

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Signal Canvas proof surface

Canonical route: /signal-canvas/a-multi-dimensional-quality-scoring-framework-for-decentralized-llm-inference-with-proof-of-quality

stale

Proof freshness: stale
Proof status: unverified
Display score: 5/10
Last proof check: 2026-04-02
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 0
Source count: 0
Coverage: 17%

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 a-multi-dimensional-quality-scoring-framework-for-decentralized-llm-inference-with-proof-of-quality | Route /signal-canvas/a-multi-dimensional-quality-scoring-framework-for-decentralized-llm-inference-with-proof-of-quality

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/a-multi-dimensional-quality-scoring-framework-for-decentralized-llm-inference-with-proof-of-quality

MCP example

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    "query_text": "Summarize A Multi-Dimensional Quality Scoring Framework for Decentralized LLM Inference with Proof of Quality"
  }
}

source_context

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Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: A Multi-Dimensional Quality Scoring Framework for Decentralized LLM Inference with Proof of Quality

PDF: https://arxiv.org/pdf/2603.04028v1

Source count: Pending verification

Coverage: 17%

Last proof check: 2026-04-02T02:30:40.136Z

Signal Canvas receipt window

Watch and verify: A Multi-Dimensional Quality Scoring Framework for Decentralized LLM Inference with Proof of Quality

/buildability/a-multi-dimensional-quality-scoring-framework-for-decentralized-llm-inference-with-proof-of-quality

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Subject: A Multi-Dimensional Quality Scoring Framework for Decentralized LLM Inference with Proof of Quality

Verdict

Watch

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

A Multi-Dimensional Quality Scoring Framework for Decentralized LLM Inference with Proof of Quality

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