Machine Learning

Natural Language Processing In a Nutshell

As humans, one of the things which makes us different from other animals is how well we…

Limits of Deep Learning

TL;DR Present-day Deep Learning models are scaling their computational requirements much faster than the growth rate of computing resources. They rely on huge sets of parameters that make them much greater tools compared to older methods. To beat this challenge, we may need to have new…

Intelligent Agent as Mental Model

How we can use the concept of Intelligent Agents to build complete…

Boxing an AI

There are many motivations to pursue the dream of superintelligence AI. Some of these are purely out of curiosity and a desire to create something that is not human, while others come from wanting to use AI for the sake of humanity.