Agentic Architectures — Article 2: Advanced...

Solving the “Stochastic Parrot” Problem with Structured Logic There’s a criticism of large language models that has stuck around since 2021, and it still stings a little: the “stochastic parrot” argument. The idea is that LLMs are sophisticated pattern-matchers that produce statistically plausible text without any genuine understanding behind it. They’re parroting, not reasoning. I’m not here to settle that philosophical debate. What I am here to tell you is this: if your agentic system behaves