2020

GPT-3 Overhyped

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

wandb.ai

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
A Great Menthor

A Great Mentor Notes

“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
QuantumStat NLP on steroids

QuantumStat: NLP on Steroids

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
zero shot learning

Zero-Shot Text Classification

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
Can AI decisions be explained?

Can AI Be Explained – Should This Be Questioned?

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