2.4 Module 2 · How LLMs Work

The “Stochastic Parrot” Debate

Do large language models actually understand language, or are they just very sophisticated pattern matchers? Explore both sides, then decide where you stand.

Debate Position Explorer Claim Voting Panel

Debate Position Explorer

Two camps, five arguments each. Click any card to reveal the evidence, a notable quote, and the strongest counter-argument from the other side.

Claim Voting Panel

Vote on eight provocative claims about AI understanding. After you vote, see how your position compares with the community. At the end, find out your overall stance.