Top machine learning trends

Nowadays, plenty of things that used to be considered fantastic are not considered fiction anymore. Those things include capsule networks, AI (artificial intelligence), and machine learning. These things are among the main factors that influence the development of diverse industries. Such industries are self-driving cars, medical diagnostics, and the fight against terrorism.

However, whatever the application areas of this phenomenon, there are specific trends to watch out for.

These trends are of huge importance as they affect such important fields as society, finances, and even the judiciary. In fact, many influential people today are realizing that ruling Ai means ruling the world to some extent.

Hyper-automation can already be called the mega-trend in the field of information technology, as identified by Gartner. It is an opportunity to automate plenty of processes occurring within the company. The pandemic has accelerated the acceptance of what is known as digital process automation and intelligent process automation. Let’s have a look at top trends that can shape our future.

Military autonomy

As we have mentioned, machine learning is developing rapidly. It has developed to the extent that soon special autonomous systems will control military bases and warships. How is it possible? Specific behavioral patterns are formed, which helps analyze whether the approaching force is friendly or not.

According to the information we have now, there will be several vehicles (properly equipped) and they will be controlled by special machines. Human control will be required, but it is expected to be minor. So, a special artificial intelligence robot can detect, analyze, or even kill a threat that arises. This field is developing, so in the future, people are expected to have more and more such machines.

Home security

Artificial intelligence-based systems that provide security of our homes are not widespread enough. They cannot be found in every home, but the total number of systems of this type is constantly growing. For example, some components of systems of this type, such as smart locks, can connect to your smartphone. Such systems are convenient, that’s true, but they soon will be replaced by monitoring systems that can watch your home via video. With the help of such systems, it will become possible to detect all the potential threats and notify the police in a timely manner.

In addition, it is predicted that very soon, perhaps in 2022, systems of this type will even be able to combine the concepts of home security and personal security. They are expected to predict the changes in human behavior that may lead to unpleasant consequences, such as kidnapping, etc.

Machine vision

As a rule, such components as math and analysis have been the only components of machine learning. Nevertheless, times are changing, so now machines can see objects around them. Different objects can be identified differently. It depends on the software that is used primarily. But the fact is that such systems are able to distinguish between living and non-living objects. Nowadays, this area is rapidly developing – plenty of people pay attention to it considering it very promising. According to forecasts, this feature of AI can affect literally everything and change the approach to security completely.

Replacing people with robotic systems

As we know, there are plenty of jobs that consist of ordinary repetitive actions. So, because of machine learning, some office positions became vulnerable to crowding out. What are they? Let’s have a look.

The first thing is working with X-rays. In this sphere, machine learning can easily be used. So, very soon, the work of radiologists may not be needed anymore. Using robots in this industry has plenty of benefits. As we know, working with radiation poses a danger to human life. Using robots will reduce all the risks to the minimum.

Another field that is going to be affected by robotization is the system of jurisdiction. Thus, the profession of a lawyer may become outdated. AI systems can easily predict the best ways to win. This AI type can easily and quickly predict different strategies and is currently under the control of partners who also maintain a staff of lawyers. Nevertheless, as partners become accustomed to fresh decisions in the field of artificial intelligence and it becomes more successful in this industry, jobs for trainees and inexperienced lawyers are forecast to decline.