College & Career
AI Training for College Students: Beyond the Buzzwords
The buzzword problem
"AI-powered career acceleration" and similar phrases show up on hundreds of course pages and mean almost nothing concrete. The real question is always: what specific skill, and what specific proof of it, does a student walk away with?
What genuine AI training looks like instead
Concretely: which tools, what tasks, what output. Catalyst names the exact tools used at every stage and the exact project format — deliberately, because vague claims are what buzzword-heavy courses hide behind.
When evaluating any AI course, ask what tool and what output — if the answer stays vague, that's the real signal.