Welcome to Perilous Tech

Since 2020, this site has focused on the risks at the intersection of technology and humanity, serving as the missing warning label on emerging technology. If you want to defend your humanity, dignity, and autonomy in a world that seems hellbent on taking it from you, then you’ve come to the right place.


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Recent Posts and Archive

  • Prompt Injection is Social Engineering Applied to Applications

    Prompt Injection is Social Engineering Applied to Applications

    Prompt Injection is a term for a vulnerability in Large Language Model applications that’s entered the technical lexicon. However, the term itself creates its own set of issues. The most problematic is that it conjures images of SQL Injection, leading to problems for developers and security professionals. Association with SQL Injection leads both developers and… Read more

  • Black Hat AI Track Submissions: Observations and Feedback

    Black Hat AI Track Submissions: Observations and Feedback

    Reflecting on the submissions for the AI, ML, and Data Science track for Black Hat conferences for the past couple of years, I wanted to take some time to document a few observations and share some general feedback while my thoughts are still fresh. I hope this information better prepares people for submissions and helps… Read more

  • Optimizing Away Human Interactions With AI

    Optimizing Away Human Interactions With AI

    Again and again, we never learn seem to learn lessons. Approaching everything in the world as an optimization problem isn’t the best approach and can make things worse. Sure, some out there looked at The Matrix and relished the thought of living their lives in a simulation while submerging in a viscous liquid with tubes… Read more

  • Generative AI, Deepfakes, and Elections: Apocalypse or Dud?

    Generative AI, Deepfakes, and Elections: Apocalypse or Dud?

    We are about to be inundated with stories of misinformation and deepfakes, all focused on the 2024 US election. I know the last thing most people in the United States want to consider is the 2024 election. Election cycles are tiring, but even before we get into full swing, there are already grumblings about AI.… Read more

  • Post-Black Hat USA and DEF CON AI Thoughts

    Post-Black Hat USA and DEF CON AI Thoughts

    Wow, another Black Hat USA and DEF CON are in the books, and it was great seeing everyone. One of the best parts of conferences is the conversations, and those conversations were amazing. As you can imagine, many of them were about “AI.” Since there were no cameras in the AI Security Challenges, Solutions, and… Read more

  • The Brave New World of Degraded Performance

    The Brave New World of Degraded Performance

    If we are not careful, we are about to enter an era of software development, where we replace known, reliable methods with less reliable probabilistic ones. Where methods such as prompting a model, even with context, can still lead to fragility causing unexpected and unreliable outputs. Where lack of visibility means you never really know… Read more