After the inception of technology, everything changed, including how we check things online. The arrival of Artificial Intelligence also transformed many things including how companies operate. From metaverse to quantum computing, many AI trends are coming up. And Deep Learning (DL) is serving as the driving force behind AI becoming popular.
Believe it or not, we have already implemented AI into our lives. Almost 77% of the devices we use have AI built into them. The content we autogenerate online, the social media feed we get depending upon what we like are all example of the AI system being taken over. So, with the surge in interest and demand for these technologies, several new trends are coming with each the passing day. Let’s have a look at few of the most popular AI trends below.
Top 5 Latest DL and AI Trends
AI is continuously developing, with many emerging trends shaping different business sectors. So, if you wish to build a successful AI career, you must be familiar with the latest trends. It will help you understand how they are used in several industries to bring significant changes. You can even opt for the top Artificial Intelligence certification course from United States Artificial Intelligence Institute (USAII®) that are widely recognized across industries.
1. Quantum Computing
Quantum computing refers to the highly advanced computing system that are based on quantum mechanics. Unlike the traditional or super computers, the quantum computers can perform tasks incredibly fast and with utmost accuracy which wasn’t possible earlier.
One of the most distinguishing feature of quantum computers is that they use quantum bits (qubits). These qubits can exist in a superimposition state that means they can be both 0 and 1 at a given point of time. This enables them to perform tasks easily which where once impossible for standard computers. Its most anticipated application is quantum machine learning, drug discovery and cryptography which it can do instantly.
2. AI Augmented Automation
AI-augmented automation is another latest AI trend that is on the rise. It brings the capabilities of technology and humans to help organizations improve their operational performance. Gartner reported that by the end of 2023, 40% of business operational teams in giant companies will use this new technology to ensure higher productivity.
This basically refers to the use of artificial intelligence to automate human tasks that are repetitive, error-prone and time consuming. It should be noted that human involvement is still required to supervise the tasks. It is widely used in manufacturing, healthcare and customer service industries
3. Metaverse
The metaverse and AI are working towards making a virtual transformation in businesses. Metaverse is mainly a virtual reality universe that allows user’s interactions through different technologies such as augmented reality, AI, etc. It generates content and helps humans to interact with others seamlessly within the virtual world.
Artificial Intelligence plays a pivotal role in the metaverse to enhance its performance and reliability. By prioritizing embodied AI and sensorimotor skills, the metaverse helps in developing agents that interact with the world in a more nuanced and comprehensive way.
4. Generative Adversarial Networks (GANs)
GANs can be termed as the most popular AI trend currently with users worldwide leveraging it to generate various kinds of texts, image, music, and videos. So, yes, Generative Adversarial Networks or GANs are powerful AI tools used for synthesizing new data based on the past data fed into these AI systems.
These trending tools consists of two types of neural network i.e. generator and discriminator. Their roles include creating artificial samples and authenticating the generated samples respectively. GAN also covers a major portion in top AI certifications curriculum.
5. Explainable AI (XAI)
The Explainable AI (XAI) aims to easily understand how a machine learning model works. It explains how it arrived at a particular conclusion in the most transparent manner. This helps users or humans understand its algorithm and allows them to interpret or comprehend it in a clear and concise manner. This can be consider very important because it ensures the output generate is fair, unbiased, and impartial.
For example, suppose a ML model incorporated in a financial institution rejected a loan application. So, with the help of XAI, the decision makers can understand the reason why the loan application was rejected, and clearly communicate the same to the applicant.
Conclusion
The popularity of AI and its trends is constantly increasing. Due to emerging demand, the AI professional's salary has become very high. So, after seeing the latest Artificial Intelligence trends, we can say that its future is promising. All the trends will become commonplace to take businesses to a new height.
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