AI progress over the last couple of years has felt unusually fast compared to past technology waves.

I’ve seen a few cycles come and go (web, mobile, cloud, crypto), and this one feels different in terms of how quickly it’s showing up everywhere: in tools, content, and everyday workflows. Sometimes it’s hard to tell what’s human-made and what isn’t without looking more closely, which is a new feeling.

For those who’ve been around long enough to have some perspective:

- Do you see this as something that eventually levels off, or as a longer-term structural shift? - Which parts of today’s AI boom feel durable to you, and which feel like they may fade? - Looking 5–10 years out, what do you think actually changes in a meaningful way?

Interested in thoughtful perspectives rather than predictions.