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    Posts by Scott McMahan

    Home » Archives for Scott McMahan
    About Scott McMahan
    I’m a technical writer with a data-analysis mindset, specializing in AI-augmented workflows. I turn complex systems into clear documentation and help teams adopt AI in ways that boost productivity while protecting quality, trust, and human judgment.
    confidential computing for data scientists

    Confidential Computing for Data Scientists: Protecting Models and Data in Use

    Confidential Computing for Data Scientists is quickly moving from a niche security topic into something every data team needs to understand. For years, encryption protected data sitting on disk and data moving across a…
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    Posted by Scott McMahan July 20, 2026
    how to break into ai without a CS degree

    How to Break Into AI Without a CS Degree: Three Paths That Actually Work

    Wondering How to Break Into AI Without a CS Degree? You are far from the only one asking, and the good news is the field has genuinely opened up. Companies increasingly screen for shipped…
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    Posted by Scott McMahan July 19, 2026
    ai and sisinformation risk

    AI and Disinformation Risk: What Business Leaders Must Add to the Board Agenda

    AI and Disinformation Risk has climbed straight to the top of global risk rankings this year, sitting alongside geoeconomic confrontation as one of the most severe near-term threats organizations face. Yet despite that ranking,…
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    Posted by Scott McMahan July 18, 2026
    ai hybrid project management

    AI Hybrid Project Management: Blending Agile and Waterfall With Intelligent Tooling

    AI Hybrid Project Management is quickly becoming the default approach for teams that need both predictability and flexibility within a single project. Pure agile can feel chaotic to stakeholders who need firm dates, while…
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    Posted by Scott McMahan July 17, 2026
    cybersecurity for ai agents

    Cybersecurity for AI Agents: Securing Autonomous Workflows in Your Enterprise

    Cybersecurity for AI Agents is now a top challenge because these agents execute actions—such as calling APIs, writing to databases, and triggering workflows—across connected systems with little oversight. This new behavior requires a complete…
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    Posted by Scott McMahan July 16, 2026
    how to use ai for system design interviews

    How to Use AI for System Design Interviews: Frameworks That Get You Hired

    Want to ace system design interviews using AI—without sounding rehearsed? You’re not alone. The format has changed fast, and now interviewers expect candidates to reason about AI alongside classic system design. Let’s break down…
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    Posted by Scott McMahan July 15, 2026
    how to build a technical writing career

    How to Build a Technical Writing Career at an AI Company in 2026

    If you want to know how to build a technical writing career at an AI company in 2026, the short answer is that the job has changed shape rather than disappeared. Writers who once…
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    Posted by Scott McMahan July 14, 2026
    AI for fraud detection

    AI for Fraud Detection: Machine Learning Patterns With Proven Production Results

    AI for Fraud Detection has moved well past the pilot stage. Banks and fintech companies now run machine learning models on every single transaction, scoring risk in the time it takes a shopper to…
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    Posted by Scott McMahan July 13, 2026
    ai infrastructure engineer career guide

    AI Infrastructure Engineer Career Guide: The $150K Role Most People Overlook

    The AI Infrastructure Engineer Career Guide that most people haven't read yet is the one that leads to one of the most underappreciated and well-compensated roles in the entire AI industry right now. While…
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    Posted by Scott McMahan July 12, 2026
    How to Calculate the True ROI of AI Investments

    How to Calculate the True ROI of AI Investments: A CFO and Board-Ready Framework

    Knowing how to calculate true AI ROI is a top challenge for CFOs and boards in 2026. The reason is simple: standard ROI formulas underestimate both returns and costs when used for AI without…
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    Posted by Scott McMahan July 11, 2026

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