In my quest to find reasonable AI's I've been researching how data scientists and engineers compensate for all the failings of The Illusion of Thinking (Shojaee et al) machines:

• Logic -- helping me simply the growing tangle of redundant slop in my open source projects
• Arithmetic -- counting errors and doing statistics …

Making an intelligent chatbot has never been easier, thanks to the abundance of open source natural language processing libraries, curated datasets and the power of transfer learning. Building a basic question-answering functionality with Transformers library can be as simple as this:

Input 1: Load Pretrained Transformer QA Model

from transformers …