The most impactful AI tool/system is not a tool at all.

The best AI tool/system is a built on a framework of proper ethical principles with business-forward strategy that empowers engineering with a future-proof foundation to deliver best-in-class results.

AI should enable engineering, not define it or constrain it with the hyped up tool of the moment.

"But I need engineers who mastered *insert newest tool here*!"

No, you need to trust in coherent, competent professionals to do their best with what they have.

You need leadership that understands this and isn't limited by chasing the shiny new thing as well to satisfy their egos/pad resumes.

The Executive AI Confidence Curve: confidence in replacing humans with AI spikes at 'Mount Stupid,' crashes into the 'Valley of Despair,' and recovers along the 'Slope of Enlightenment.' Caption: AI is a force multiplier, which becomes a force reducer in the hands of delusional management.