3 pieces of advice for students:

1. Use AI every day. If you're on the exponential, you'll never fall behind it.

2. Choose projects that get better when compute scales. The rest will be solved before you finish them.

3. Stop planning your career as if it were stable. The safe option no longer buys safety; it no longer exists.

And a phrase that sums it all up:

"Writing is thinking. If you outsource your writing, you outsource your thinking."