James Hinton

What if AI systems did not just create code, but continuously fixed, secured, and improved it? A practical thesis for autonomous software quality and cybersecurity.

The real promise of AI software development is not just faster code. It is a system of skills that can keep quality, security, vulnerability management, and technical debt under control as the codebase changes.

Most of the AI hype is doom and gloom — the jobpocalypse, the end of white collar work, the robots taking over. I think that's completely wrong. I believe the Age of AI is the greatest opportunity in history for subject matter experts to create wealth, influence, and legacy.

AI is quickly integrating into education, with major releases from Anthropic (Claude) and Gemini (Google). However, OpenAI's contribution is pretty underwhelming. I call it the lack of the Actionable Outcomes Bias Principle.

Your guide to all terms AI and AI companies

Read about how the AI ecosystem has finally started to take its power problem seriously.