Generative AI:
The good vibes and the bad

What it is, how it works, and what it's already changing.

The deck: ~30 min, 24 interactive slides

Walk through the math underneath today's AI, a 5-second working "transformer," the actual architecture of a modern assistant, what's changing in coding and knowledge work — and the real-world costs (energy, wealth concentration, jobs, ethics). Every chart and widget is editable; try your own numbers.

~30 minutes Interactive Beginner-friendly
Watch