Blog Posts | Joshua Berkowitz

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github × autonomous systems ×

Microsoft's Project Ire Is Reshaping Autonomous Malware Detection at Scale

We may be entering a cybersecurity landscape where intelligent AI agents autonomously detect and classify software threats with no human intervention required. This is quickly becoming reality with Pr...

AI security autonomous systems cybersecurity machine learning malware detection Microsoft Defender reverse engineering

Sep 6, 2025

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Why AI Isn’t Ready to Take Over All of Software Engineering - Yet

Many of us software dev are starting to envision a future where AI handles the tedious aspects of software engineering; tidying up legacy code, migrating complex systems, and squashing bugs, while hum...

AI challenges autonomous systems benchmarks code generation human-AI collaboration large codebases software engineering

Aug 3, 2025

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