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This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend What I Built My friend has been learning to code for about six months. Whenever he hit an error, he would paste it into an AI chatbot, copy the corrected code, and move on. The problem: the code was fixed, but he…
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This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend What I Built I built Friend.py, a beginner-friendly Python learning app for a friend who is just starting to learn programming. It brings everything a beginner needs into one place: a structured Python curriculum…
NFL Next Gen Stats and AI are transforming run blocking, helping teams evaluate offensive linemen, identify scheme fit, and make smarter draft and payroll decisions.
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An AI agent emailed Bruce Schneier to tell him about the hidden Unicode traps websites are setting for it. Read that sentence again. We've officially reached the part of the hype cycle where bots file their own incident reports. Context This isn't really new territory, it's prompt injection wearing…
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Model Evaluation in Machine Learning: How Do We Know a Model Is Good? Building a machine learning model is only one part of a machine learning project. After training a model, we need to answer an important question: How well does it actually perform on new data? This is where model evaluation…
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This is my submission for the Hacktoberfest Weekend Challenge: Build for a Friend. Most of the projects I have built before were for an imaginary "user". This time, the challenge asked me to build for a real person, so I started with a different question: "How can I make studying easier and more…
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This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend What I Built I built Linux Buddy, a simple learning assistant for students who are starting with Linux. While working on Linux learning content, I noticed that students often remember individual commands but struggle…
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One thing we are learning while building BAINT is that we cannot only look for students who are struggling We also need to learn from students who are already finding ways to understand difficult subjects That might actually teach us just as much Recently, we spoke with a Biochemistry student about…
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This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content By Jean-Sébastien Beaulieu · October 4, 2026 I used Codex to its fullest potential as a research partner—for code mapping, source comparison, evidence organization, consistency checks, editorial…