Articles worth reading

The Latest on VR and Augmented Reality at Google I/O

access_time May 17, 2017

Augmented reality adds more virtual information to real scenarios and is already applied in fields such as leisure, medicine or

Google Bans Artificial Intelligence for Weapon Use

Google Bans Artificial Intelligence for Weapon Use

access_time June 26, 2018

With Artificial Intelligence for Weapons on Moral Grounds According to the Google leadership, the company will not renew its Project

Unconventional Superconductor May Be Used to Create Quantum Computers Soon

Unconventional Superconductor May Be Used to Create Quantum Computers Soon

access_time February 25, 2018

What are Quantum Computers? To have an idea of Quantum Computers, we need to first take a look at the

Blog

A New AI Programming Language Gen that makes it easy for even novices

A New AI Programming Language Gen that makes it easy for even novices

access_time July 25, 2019 remove_red_eye 2832 views

A team of researchers from MIT have created a new AI programming language. This new AI programming language is called “Gen”. They have presented a paper titled “Gen: a general purpose probabilistic programming system with programmable inference”.

The new AI programming language, “Gen” will make it easy for novices to enable them to start programming artificial intelligence. This new AI programming language will help the experts too in advancing the field of AI.

What is the new AI programming language?

The MIT researchers have titled the new AI programming language, “Gen”. At the Programming Language Design and Implementation conference, they presented their paper in which they describe Gen as the new probabilistic programming system.

With the help of Gen, the users can write models and algorithms from multiple fields. These fields include computer vision, robotics and statistics wherein AI techniques are generally used. It makes it easier to use as they do not need to decipher complex equations. They will neither have to manually write high performance code.

This new AI programming language is useful for the experts too. They can use the new AI programming language to write sophisticated models and inference algorithms. It makes it simpler as compared to the previous programming which were too complex.

The new Gen programming language is useful for all

The 3-D body poses is a complex computer vision inference task. The researchers have shown how a short Gen program can infer 3-D body poses which can be applied in autonomous systems and augmented reality. Even when this programming is going on, all other functions that are happening behind the scenes will be carried out.

When the simpler programming language is being used, graphics rendering, deep learning and types of probability simulations are also being processed. Here the time and skill needed to program AI is reduced. Combining all these diverse techniques leads to more accuracy and speed as compared to the earlier systems developed by researchers.

The researchers from MIT say that the new Gen programming language, Gen is relatively simple. Due to the simplicity of the new AI programming language and in certain case automation, it can be used by everyone.The new AI programming Language, Gen, can be used by novices as well as experts.

The first author Marco Cusumano-Towner is a PhD student in the Department of Electrical Engineering and Computer Science. The main motivation for their work is to make automated AI easily accessible to all. This is especially for those with less expertise in computer science or math.

They also want to make it easier for the experts. With the aim of increasing productivity, the new Gen programming language helps experts quickly iterate and prototype their AI systems.

Vikash K. Mansinghka is a researcher in the Department of Brain and Cognitive Sciences who runs the Probabilistic Computing Project. He says that the new Gen programming language, Gen, is the first system that is flexible, automated and efficient. It covers different areas in computer vision and data science giving high performance.

folder_openAssigned tags
content_copyCategorized under