Generative Al: The Next Big Thing
Open Source For You|April 2023
Generative Al is changing the face of technology. Let's take a brief look at the history of Al and how it has evolved over the years, leading to the emergence of generative Al.
Bala Kalavala
Generative Al: The Next Big Thing

It’s a very exciting time to be a technologist. My own IT career has experienced massive transformation all the way from mainframes, client servers, enterprise apps, and the internet, to the cloud and AI. In today’s digital economy, technology leaders are the bridge between business agendas and leadership strategies. These tech leaders are uniquely positioned to challenge the status quo by setting the direction for an enterprise, which is driven largely by innovation in technology. For the past few months, every such leader is trying their best to realign an organisation’s technology strategy with generative AI.

Let’s look at what generative AI is, how it is different from traditional AI, why it’s gaining popularity now, and what open-source technologies are available to take advantage of this new bleeding-edge innovation. But before jumping into what generative AI is, it’s important to give a quick look at what AI truly is and how it has evolved over the years.

Brief history of AI

It was way back in 1950 that Alan Turing questioned whether machines can think. That single thought has led to the development of autonomous driving cars, self-healing applications, and much more. In the quest for developing a smart world that’s highly productive, the role of AI has been significant, especially in the past two decades. Traditional AI evolved into generative AI when generative adversarial network (GAN) algorithms were developed to create convincingly authentic images, videos, and audio of real people.

This story is from the April 2023 edition of Open Source For You.

Start your 7-day Magzter GOLD free trial to access thousands of curated premium stories, and 8,500+ magazines and newspapers.

This story is from the April 2023 edition of Open Source For You.

Start your 7-day Magzter GOLD free trial to access thousands of curated premium stories, and 8,500+ magazines and newspapers.

MORE STORIES FROM OPEN SOURCE FOR YOUView All
How Much Open Source Is Too Much Open Source?
Open Source For You

How Much Open Source Is Too Much Open Source?

Intel’s OpenVINO toolkit helps developers by streamlining code writing, freeing them to concentrate on other vital project aspects. Al Evangelist at Intel, Anisha Udayakumar, elucidates on OpenVINO's versatility.

time-read
4 mins  |
April 2024
Kubernetes: A Dependable and Popular Platform
Open Source For You

Kubernetes: A Dependable and Popular Platform

Kubernetes is more than just a tool; it serves as a robust platform, streamlining the deployment of applications, as well as their scaling and operation in various environments.

time-read
4 mins  |
April 2024
APIs: Helping Applications Communicate and Collaborate
Open Source For You

APIs: Helping Applications Communicate and Collaborate

Application programming interfaces APIs) have become integral components that facilitate seamless communication and interaction between different software systems. They play a pivotal role in modern software development, contributing to interoperability, scalability, and innovation across diverse applications. We delve into the fundamentals of APIs, exploring their definition, functions, types, and the significant impact they have on the digital landscape.

time-read
4 mins  |
April 2024
Languages for AI/ML: A Quick Look at Python, R, and Julia
Open Source For You

Languages for AI/ML: A Quick Look at Python, R, and Julia

We explore three open source languages used for Al/ML—Python, R, and Julia—highlighting their key features and advantages. You will get to know the diverse options these offer for A/ML development, so that you can select the right language for your project.

time-read
6 mins  |
April 2024
The Cost of Inaction: Exploring the Consequences of Ignoring lloT Security Risks
Open Source For You

The Cost of Inaction: Exploring the Consequences of Ignoring lloT Security Risks

As Industrial loT IloT) integration surges, so do security concerns. Let’s delve into the rising threat landscape and the role of the security model in fortifying lloT defences and safeguarding critical infrastructure.

time-read
8 mins  |
April 2024
Ensuring Ethics in AI and Mitigating Bias
Open Source For You

Ensuring Ethics in AI and Mitigating Bias

As AI solutions proliferate, ensuring they are not biased with respect to gender, religion, financial status, etc, has become of paramount importance. The good news is that there is a lot of work being done on that front.

time-read
6 mins  |
April 2024
Open Source Tools for Generative Al: An Introduction
Open Source For You

Open Source Tools for Generative Al: An Introduction

Open source generative Al tools are software programs and libraries that enable users to generate creative and novel output using Al algorithms. They are smart and powerful, and enable various forms of content generation.

time-read
9 mins  |
April 2024
PHP Geek, FOSS Enthusiast, CTO and a Paediatrician
Open Source For You

PHP Geek, FOSS Enthusiast, CTO and a Paediatrician

‘PHP geek, free and open source software enthusiast, CTO chief technical officer) of SANIsoft’ that’s how Dr Tarique Sani likes to describe himself. He’s qualified to be a paediatrician, but his love for open source has turned him into a geek for the past two decades and more. He recalls the good old days...

time-read
3 mins  |
April 2024
The Transformative Impact of Generative AI on Organisations
Open Source For You

The Transformative Impact of Generative AI on Organisations

Generative Al is impacting organisations for the better. End users, company employees, developers and operations teams are all benefiting from it.

time-read
5 mins  |
April 2024
"Open source allows us to lower costs, accelerate delivery, and customise solutions to meet the market's fast-paced demands"
Open Source For You

"Open source allows us to lower costs, accelerate delivery, and customise solutions to meet the market's fast-paced demands"

Open source is crucial for cost reduction and accelerated delivery of tailored solutions to meet market demands. At OSI 2023, OSFY’s Yashasvini Razdan got a chance to speak to Dr Biswajit Mohapatra, Head, Customer Solutions at Amazon Web Services, who spoke about how open source empowered businesses with flexibility, experimentation, and agile methodologies for genuine customer satisfaction.

time-read
7 mins  |
April 2024