Insights

The loudest voice rarely wins the room. These are the concrete techniques strong debaters use to stay calm, stay sharp, and win on substance.

The version of AI in debate being built fastest is the one everyone should refuse: a machine that tells you who won. There is enormous useful work for AI in a debate, and none of it involves deciding who is right.

Did my input change anything? That is the only question that separates real participation from theater. Most interactive features fail it. Here are the four levels of audience power, and why debate is built on all four at once.

There is no mainstream format where a creator earns because they made the better argument, in front of people, against someone trying to beat them. That gap is strange, because being convincing is a rare skill the market has almost no way to price.

Some arguments are just noise. Others quietly decide what the next decade looks like, and we tend to have those ones badly. Here are five that deserve better, each with the strongest version of both sides.

Being right is not the same as being believed. Persuasion runs on three tracks at once, ethos, pathos and logos, and most people only ever use one. Here is how to pull all three on purpose.

A logical fallacy is a bad argument that sounds right, which is exactly what makes it dangerous. Here are the ones you will actually meet, how to catch them in real time, and how to shut them down without sounding like a logic professor.