In 2022, Artificial Intelligence (AI) will be an important part of many aspects of our lives and most of us will have interacted with AI in some way or another without even realizing it. We can expect to see new business applications of AI, as well as scientific breakthroughs that lead to faster development and adoption of the technology. Here are 9 trends we should watch out for regarding Artificial Intelligence in 2022.
Here Are the Top 9 Artificial Intelligence Trends to Watch Out for in 2022
1. Large Language Models
In 2018, Baidu is using Large Language Models (LLM) in its voice recognition software. This model can now classify sentences into their respective meaning by modeling linguistic hierarchies within the text, building networks of words and phrases based on their relations. More than 1 million sentences were processed and the model was 95% accurate when classifying meaning of a sentence. The potential for this technology is huge, since it can help humans understand language better and more accurately.
2. SSL for Image Modeling
Image modeling is an AI method used for recognizing objects in images. Image modeling is typically broken down into four categories: classification, detection, semantic segmentation, and image captioning. Classifying an object entails labeling the object with its corresponding category. For example, this person could be a female and an artist. Detection analyzes where these items are located on the screen without analyzing any other labels that might apply to them, such as which type of person they are or what their profession is.
3. Conversational AI
As AI is becoming more sophisticated, conversational AI is becoming more prevalent. This type of AI allows a computer or virtual assistant to communicate with humans as if it was an individual person. Conversational AI is a natural fit for chatbots. Chatbots are capable of communicating with humans by using pre-programmed answers and algorithms designed to understand intent based on what the human has typed into the text box.
4. AI-Based Cybersecurity
It’s not only about better cybersecurity, AI can also help detect fraud. Already some of the world’s biggest banks are relying on AI to help them identify risks and comply with anti-money laundering legislation. Every new technology comes with both benefits and risks. It’s important that we understand the potential risks before adopting a new system.
Cybersecurity professionals should have expertise and be up-to-date on these developments to best protect organizations from these security threats. Organizations would do well to hire mobile app developers india who have the knowledge and skillset to handle these latest advancements.
5. Computer Vision Technology in Businesses
Machine Vision Technology is so pervasive in the world of business today that it can often be hard to believe that it has only been in existence since the late 1990s. In fact, while computer vision technology has only been in existence since the late 1990s, humans have had some form of cognitive vision ability since birth.
As a result, the application of this new technology has not always been easy. However, with time and research, companies like IBM and Google have found many ways to implement machine vision in their everyday business practices. For example, IBM has created an automated check-in kiosk system at LAX airport using computer vision technology to automate check-in procedures.
6. More AI-driven Scientific Discoveries
Researchers have used artificial intelligence (AI) for decades. However, the past few years have witnessed a tremendous growth in AI-driven scientific discoveries. These discoveries have changed many disciplines, from agriculture and health to law enforcement and space exploration. Businesses that do not employ AI-driven solutions risk being left behind as their competitors reap the benefits of new insights or scientific breakthroughs from data.
We list some major AI trends to watch out for in 2022.
- Autonomous Systems – with driverless cars on highways, delivery drones flying overhead, and military robots on the battlefield
- Image Recognition – recognition of animals or plants by species or types
- Natural Language Processing – understanding questions asked through text
- Deep Learning – a machine learning technique based on algorithms loosely modeled after human neural networks
- Neural Networks – simulations of neurons in the brain
7. Developer Productivity
Mobile application development can increase productivity exponentially as applications are tailored to the specific needs of the user. Plus, the on-demand app and software development paradigm changes the market by providing more responsive, faster turnaround time and instant results. Developing mobile apps is no longer limited by rigid timelines or any specific requirements.
8. Augmented Workforce
The 2028 study anticipates that nearly 50% of the workforce will be augmented, with some estimates as high as 75%. Augmented workers are digital tools integrated into the everyday lives of knowledge workers. Predominantly from 2020 onwards, a workforce being augmented is common, where bots are brought in to take over the more mundane tasks while the person gets on with what they’re best at. With our current technological landscape and rapid change, it’s hard not see how this trend will only continue and expand.
While there are many AI trends that are yet to come, these nine trends will significantly impact the lives of those who use them. Businesses should proactively prepare and plan for all these upcoming changes as they become increasingly important with time. There is a lot to be excited about when it comes to future developments in AI, but it’s also important not to be overly optimistic or pessimistic. What do you think?
These 9 AI trends can help you stay ahead of the curve when it comes to artificial intelligence. With all these changes happening, it is imperative that businesses are aware of these trends and embrace them. Hiring mobile app developers india can help with this process. When you hire mobile app developers india, you can be confident that they will know about these trends so that your business won’t fall behind.