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Research

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Original research on product engineering, integrations, and pragmatic AI.

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  • Jun 15, 2026

    LLM Hallucination in Business Contexts: Risk Profiles by Use Case

    Risk is not uniform across AI use cases. The same model producing the same rate of hallucination presents very different business risk depending on how errors propagate in each deployment context. A framework for evaluating consequence over rate.

    • ai-implementation
    • llm-risk
    • hallucination
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  • Jun 1, 2026·InfoWebPlus

    How we evaluate AI integration fit

    Key finding: Most AI requests fail a simple ROI check when baseline workflow time is not measured first.

    • ai
    • product-engineering
    Read more