Artificial Intelligence is becoming an integral component of many innovation processes and tools because it helps people as well as businesses to enhance their productivity, decrease costs, and raise efficiency. With AI, enterprises can do things that they never thought were possible, though, the concern of whether AI bots will completely replace the human workforce, still hangs in the balance. So, it is relevant that AI tools are being designed in a manner that helps businesses add value to a job, and frees up precious human skills for better roles.
Here are some upcoming AI trends and their potential impact on businesses around the globe.
AI Trends to Know About in 2023
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AI’s child – Metaverse
The social media giant, Facebook has already built its Metaverse where people can interact with each other in both professional and entertaining ways. AI, having played a key role in this development will pave the way for cases where machines and humans collaborate to achieve targets in the digital world.
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Enhanced Language Modeling
Natural Language Processing (NLP) uses model-based techniques, broadly used for Machine Learning and Natural Language generation. People are aware of speech recognition and text-to-speech conversion, with the use of various voice assistants available but there will be further advancements in these features along with Q & A platforms, forums, handwritten character recognition, and regional language recognition.
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Automated Machine Learning (AutoML)
There are numerous cyclical or repetitive processes that every organization has to follow, for developing products or services. This is where automation comes into the picture for processes like producing, testing, scanning, and re-building. Till now AutoML has been used for supervised learning applications like classification and regression, but it can also perform unsupervised and reinforcement learning. For example, AutoML can help to analyze the structure and meaning of text data. It can be used to train an ML model to organize text data, pull information, or comprehend the view behind those words.
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AI’s role in Cybersecurity
IT security teams around the world already have to deal with tons of privacy issues and cyber-attacks, due to the growing use of artificial intelligence and even though it sounds bad, these issues are going to keep growing. The threat is data poisoning where cyber criminals can manipulate the information to train machines and it can be untraceable, which can get through AI-powered defenses.
Also, with the increasing number of internet-connected devices, the vulnerability multiplies too. But, the good news is that if risks are increasing, so are the solutions. Even if the complexity of devices is increasing, so is the ability of AI to detect hostile network bugs with the help of information on attack trends in the database. AI is becoming more capable to protect the systems, which is going to prove beneficial in the long run.
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Low code or No-code AI
There is a global shortage of AI skills, and this shortage is going to continue for a while as per market reports. But, with the growth of low-code or no-code web and app development technologies, the gap can be filled easily. By 2023, deeper research will deliver no-code or low-code AI systems. This will come with the ability to build user-friendly interfaces for intelligent programs, with the help of a code library having pre-designed modules for common functionalities.
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Creative uses with AI
AI can now create music, art, poetry, video games, and dramas, albeit of basic nature, but when new AI models expand their horizons of possibilities, a more complex and ‘natural-looking’ output can be expected. There might be more than the use cases seen now, extending to creating logos, templates, basic videos, generating headlines for news and blogs, playing a basic keyboard piece, etc. These are just the promises of actual AI usage not the full-fledged use cases. Currently, the functions and possibilities of AI are rapidly changing. Added to the fact that computational techniques are evolving to show how they are getting closer to an as yet undefined concept of “actual” intellect or psyche. It will reveal more when we can define it in concrete.
The future, definitely, is both terrifying and exciting at the same time.
Final take –
It is easy to predict that the AI industry will show promising results with these trends. AI has the potential to transform the perception of everything around the globe, the interaction people have with each other, and the revolution in businesses by facilitating human efforts. The rise of autonomous vehicles, upgraded sensors for predictive examination in production, and robotics can be seen globally. Since the beginning of AI usage, it has come a long way and soon enough we may be on the brink of experiencing true artificial intelligence with natural outputs!
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