Audit of ChatGPT, Copilot, Gemini and Perplexity finds ~16% of cited sources are AI-generated across 712 queries on politics, health and environment.
arXiv preprint arXiv:2504.11373 , year=
2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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2026 2verdicts
UNVERDICTED 2representative citing papers
GraphFlow is an architecture for formally verifiable visual workflows that treats diagrams as executable specs with proof-checkable contracts, backed by a pilot of 8728 runs at 97.08% completion on an early prototype without the verified core.
citing papers explorer
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Synthetic Sources?: Auditing Generative Search Engine Citations for Evidence of AI-Generated Sources
Audit of ChatGPT, Copilot, Gemini and Perplexity finds ~16% of cited sources are AI-generated across 712 queries on politics, health and environment.
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GraphFlow: An Architecture for Formally Verifiable Visual Workflows Enabling Reliable Agentic AI Automation
GraphFlow is an architecture for formally verifiable visual workflows that treats diagrams as executable specs with proof-checkable contracts, backed by a pilot of 8728 runs at 97.08% completion on an early prototype without the verified core.