Robots trying to walk and doing manual work have been the prime example of "tin machines" leaving humans jobless. One of the most prime examples of reinforcement learning is just the ones we were talking about. The title might be clickbait but it truly defines what I think of as one of the most beautiful approaches to Artificial Intelligence. They are living in the sense that these neural networks show a dynamic behavior. RL short for reinforcement learning tries to maximize the utility funct...

Robots trying to walk and doing manual work have been the prime example of "tin machines" leaving humans jobless. One of the most prime examples of reinforcement learning is just the ones we were talking about. The title might be clickbait but it truly defines what I think of as one of the most beautiful approaches to Artificial Intelligence. They are living in the sense that these neural networks show a dynamic behavior. RL short for reinforcement learning tries to maximize the utility funct...

They are the most creative non-biological systems in the world. From deepfakes to musical scores from building architectures to new faces can be made with GANs. GAN stands for generative adversarial network. They come under RNN’s(Recurrent neural nets). GAN is a framework put forward by IAN Goodfellow and his team in 2014 and it has established itself as a subfield itself. Gans are some of the most fascinating pieces of software code I had ever seen. They have a really peculiar structure in w...

They are the most creative non-biological systems in the world. From deepfakes to musical scores from building architectures to new faces can be made with GANs. GAN stands for generative adversarial network. They come under RNN’s(Recurrent neural nets). GAN is a framework put forward by IAN Goodfellow and his team in 2014 and it has established itself as a subfield itself. Gans are some of the most fascinating pieces of software code I had ever seen. They have a really peculiar structure in w...

The biggest nightmare of a tech pessimist(and some optimists too) is Singularity. Singularity aka the Intelligence explosion is a kinda metaphor now used in a lot of sciences But in the tech world, it is described as the point when "machines" become more intelligent than Humans and work on improving themselves leaving humans in dust in terms of the ability to think and solve. It has been the singular thought of quite a lot of books but one of the best ones I have read is Singularity is Near b...

The biggest nightmare of a tech pessimist(and some optimists too) is Singularity. Singularity aka the Intelligence explosion is a kinda metaphor now used in a lot of sciences But in the tech world, it is described as the point when "machines" become more intelligent than Humans and work on improving themselves leaving humans in dust in terms of the ability to think and solve. It has been the singular thought of quite a lot of books but one of the best ones I have read is Singularity is Near b...

As more and more crypto prices are rising, the buzz around them is skyrocketing but still there remains a large proportion of people who think of it as “Bogus money” which is sad. Wallet numbers are rising but still, the full potential is unknown outside the tech and investor space. There won’t be widespread adoption and governments will try to ban one of the greatest technologies which can solve some of the most fundamental problems of banking and governance if people don’t truly understand ...

As more and more crypto prices are rising, the buzz around them is skyrocketing but still there remains a large proportion of people who think of it as “Bogus money” which is sad. Wallet numbers are rising but still, the full potential is unknown outside the tech and investor space. There won’t be widespread adoption and governments will try to ban one of the greatest technologies which can solve some of the most fundamental problems of banking and governance if people don’t truly understand ...