Shiny for Python 1.0 launched this week with built-in chatbot functionality. The Chat() component is aimed at making it “easy to implement generative AI chatbots, powered by any large language ...

As we've seen, the journey from simple chatbots to complex EKAs has been fast-paced and transformative.

Even using random capitalization in a prompt can cause an AI chatbot to break its guardrails and answer any question you ask it.

At times, A.I. chatbots have stumbled with simple arithmetic and math word problems that require multiple steps to reach a solution, something recently documented by some technology reviewers.