A Tech Journey from AI to Generative AI: An Analysis

We have heard the buzzword “Artificial Intelligence” everywhere since the last decade. Being one of the significant technological advancements, it allows humans to get the work done without their intervention.

If we delve deeper into the AI landscape, we encounter FM (Foundation Model) and LLM (Large Language Model). They are designed to create a general variety of outputs to accomplish a task with automation.

We suggest you pursue a B Tech CSE (AI and ML) from Manipal University, Jaipur, to learn about AI's deep and pervasive aspects. This four-year program has several specialisations: AI in Healthcare, Computer Vision, Internet of Things, Applied Natural Language Processing, Cyber Security, and Business Management.

After AI, professionals felt the need for its subset “Generative Artificial Intelligence”. Let’s delve deeper into the AI’s application and evolution of Generative AI in the emerging world. Read on to explore.

Artificial Intelligence

Historically, some complex tasks could only be done by humans. However, the stimulation of human intelligence and thought procedures is primarily influenced by AI across the globe.

It performs tasks such as learning and problem-solving in the tech-savvy industry with the lowest human intervention.

Earlier, it was hard for humans to handle large/diverse data. But, the application of AI and ML (Machine Learning) made it possible to analyse data through mathematical models and predict actionable insights.

Being one of the NAAC-accredited universities in Rajasthan, MUJ has introduced its B Tech CSE with AI & ML specialisation. It prepares professionals to work on both FM (Foundation Model) and LLM (Large Language Model).

Generative Artificial Intelligence

GenAI is the next generation of artificial intelligence. Being a transformed AI, it creates text output, images, music, videos and computer codes.

Innovation is essential for an individual, group of individuals, or business enterprises in this competitive environment. GenAI’s algorithm is able to leverage learning approaches such as supervised or semi-supervised learning.

It enables users to generate new content per the requirements within the shortest possible time. In the current digital era, generative AI assists in improving consumer satisfaction and experiences. While pursuing a B Tech CSE in AI & ML specialisation from Manipal University, Jaipur, you will learn how GenAI works for businesses and its key impacts.

Bridging AI and Generative AI

Traditional AI can only analyse data to make informative decisions; however, generative AI can utilise such data to bring something new/innovative. Limited capabilities and applications of traditional AI foster the need for GenAI in the technological landscape.

Machine learning allows both approaches to learn from diverse datasets and generate productive output. Let’s explore the examples of AI and GenAI.

We can bridge traditional and generative AI by developing hybrid systems, data augmentation, continuous learning, and human-AI collaboration. It makes problem-solving easier and demonstrates creativity, adaptability, and many other efficiencies to perform a task.

Choosing Manipal University, Jaipur, for a B Tech CSE is quite effective in learning about the AI and GenAI tools businesses are using to perform complex tasks.

AI to Generative AI: Analysis

Impacts

The evolution of GenAI has multiple impacts across multiple disciplines globally.

• 40% of companies have already adopted GenAI to enhance their competitiveness (Source: McKinsey & Company).
• Bring automation in creative tasks to personalise the experiences for individuals.
• Increases 50% productivity of the business enterprises.
• Encourage 42% of the companies to experiment with GenAI (Source: Investopedia).

The additional impact of GenAI is its application to diverse areas. These include.

• Media and Entertainment
• Healthcare Industry
• Image Generation
• Automotive Industry
• Music Generation
• Data Synthesis
• Music Generation

We spoke to tech professionals to get better insights on the impacts of the evolution of GenAI at the global level. They are expecting growth in GenAI’s adoption in the upcoming decades. It showcases potential opportunities for students pursuing B Tech CSE (AI & ML) from top universities of India.

Challenges

Despite multiple benefits, transforming AI into GenAI may pose numerous challenges for business enterprises. Let’s explore some of the crucial challenges that must be considered while using the algorithms of GenAI.

• Biased training data might raise concerns about fairness, discrimination, and manipulation.
• GenAI might lead to job displacement and require professionals to develop new skills.
• GenAI works without human intervention, which may create a lack of accountability.
• Lack of robust security measures in GenAI can foster malicious actions like cyberattacks, deep fakes, and misinformation.

Learning aspects of artificial intelligence from the best universities of India for BTech is pivotal for students to prepare themselves for dealing with such challenges. It also helps you become innovative and excel in the AI niche.

Future Trends

The rapid evolution of generative AI is expected to bring multiple changes in the future. While pursuing a B Tech CSE (AI and ML) from one of the top universities of India, one should acknowledge these future trends to excel in AI. Let’s explore the major trends expected to be raised in the future.

• Application of generative AI might bring the world’s economy between $2,6 trillion and $4.4 trillion by 2030 (Source: World Economic Forum).
• For effective user engagement and data security, businesses will use Web3+GenAI in 2024.
• Demand for prompt engineers is expected to rise to program-generative AI systems in 2024 (Source: Forbes).
• 40% of business applications are expected to use conversational AI to bring GenAI as augmented apps and services (Source: McKinsey & Company).

Let’s Wrap

FM & LLM empowers GenAI to create an innovative culture in the dynamic technological landscape. Businesses are rapidly adopting this tech advancement to ensure additional productivity and competitiveness. Also, you can explore Manipal University, Jaipur, if you are looking to obtain quality education in AI & ML. Visit the official website for more about Manipal Jaipur placements and enrol for admissions in 2024.