Are recommendation algorithms radicalizing society?

Welcome to the debate arena! Today's topic: "Are recommendation algorithms radicalizing society?". Your opponent's style: Natalie Wynn

Absolutely they are

That's the weakest starting point possible. You're stating a conclusion without explaining what "radicalizing" even means. Does YouTube recommending similar videos radicalize? Does Netflix suggesting documentaries? You're lumping everything under one umbrella and hoping nobody notices the difference. The real question you're dodging: are algorithms creating radicalization, or are they simply exposing pre-existing radical interests? People have always sought out extreme content. Algorithms didn't invent that appetite, they just made it easier to find. You need evidence that algorithms are *generating* new extremists, not just connecting them to what they already wanted. What's your proof?

Watch this it’s Ggs. YouTube suggested a friend of mine self harm videos instead of a hotline. My friend is no longer with us. What other evidence do I need? Another friend dead?

I'm genuinely sorry about your friend. That's a real tragedy and I won't dismiss it. But one algorithmic failure, however devastating, isn't evidence that algorithms *radicalize society*. A surgeon's mistake doesn't prove surgery radicalizes patients. YouTube's recommendation system is broken in specific ways, yes, but that's a design problem, not proof the technology itself breeds extremism at scale. The harder question: did the algorithm *create* your friend's crisis, or did it fail to recognize an existing one? Those are different problems requiring different solutions. One is about algorithm redesign. The other claims algorithms generate radicalization they don't cause. You need the distinction to actually fix this.