As from the very beginning, when it apears, GPT-3 is producing hype. And with a reason: it is the most advanced language model ever built. But, is it overyped? Researchers at Nabla, an AI-enabled healthcare platform, found that GPT-3 lacks the logical reasoning skills to be a useful medical chatbot.What ... Read More
A few times in your life you will experience situations when you’ll see something and immediately know that “that’s it”. My latest that kind of situation was when I opened wandb.ai or the first time. Let’s start from the beginning. So, you want to train an AI model. Of course, ... Read More
“If you think about the most valuable advice I’ve ever gotten from a mentor, it was this: if you’re going to be a coach in any capacity, just make a commitment. Because it takes a lot of work to be good at something you love. You can learn a lot ... Read More
Introduction Anather post related to NLP and transfer-learning paradigm. Since at least in the after-BERT era it is not preferable to train your own model for anything related to NLP, the normal way of doing things is: Find a model that is already fine-tuned for your purpose, and Use it, ... Read More
Introduction: The stone-age AI Era In the beginning, in the AI stone-age era, you take several thousands of observations and train an old-style fully-connected neural network, And, if you were happy, you would have something useful. That time of training our own neural networks is done a long time ago, ... Read More
Introduction Can AI be explainable? I seriously doubt 100% AI explainability. Maximum we can expect is to be understood as much as human expert opinion is. And the latter is far from 100% explainable. Let me explain. ML and AI, in general, are taking over more and more activities that ... Read More
With the latest HuggingFace BERT based transformers, it is possible to implement text classification against arbitrarily chosen set of categories. ... Read More