machine learning

Why Your ML Pipeline Is Breaking in Production—And How to Fix It

ByStephen Brown

Machine learning prototypes like a dream and deploys like a nightmare. If we ask any team that’s scaled an ML project beyond a notebook, and they’ll tell you: getting a model to work is the easy part. Keeping it working—correctly, reliably, and ethically—in production? That’s where the real battle begins.
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The Future of Antivirus Software: Will It Be Replaced by AI?

ByStephen Brown

In a world where cybercriminals are constantly upping their game, it’s no surprise that the question is being asked: Will AI eventually replace traditional antivirus software? Antivirus programs have been our digital guardians for decades, but as AI becomes more advanced, some are wondering if the future of cybersecurity lies in the hands of machines…