The Role Of Artificial Intelligence In Future Technology – Inventiva
Artificial intelligence has changed the world a lot and will bring many more changes in the coming days. AI is already embedded in our daily lives. Let’s take an example: many of us use virtual assistants like Google Assistant, Alexa, Siri, etc. to help us. It is predicted that in the near future, AI will be more embedded in our daily lives and that upcoming AI-based innovations will change the world forever.
Artificial intelligence (AI) is the science and technology concerned with the computational understanding of intelligent behavior and, thereby, the creation of intelligent machines.
These core areas are showing exponential growth and are having a significant impact on fields such as healthcare, space, robotics, and the military. With the ever-growing amount of data, ubiquitous connectivity, high-performance computing, and algorithms now available to us, AI will bring new levels of efficiency and sophistication to future technologies.
One of the main goals of the AI field is to produce fully autonomous agents that interact with their environment, discover optimal behaviors, and improve over time through trial and error, almost like humans. It’s a long-standing challenge that ranges from robots that can sense and respond to the world around them to purely software-based agents that can interact with natural language and multimedia.
AI is ubiquitous and not just limited to computers, but has expanded into other areas such as health, safety, education, music, art, and business applications. Many AI applications are deeply embedded in the infrastructure of every industry.AI and is expected to touch almost every industry within a few years, and there are many ways AI can transform specific industries.
AI is currently being used for a variety of applications, such as medical diagnostics, e-commerce platforms, robotic control, and remote sensing. It has been used to develop and advance numerous fields and industries, including finance, healthcare, education, transportation, and robotics.
Researchers have developed many tools to solve the toughest problems in computer science and other fields. Current AI performance varies between subhuman, optimal, and superhuman performance. AI applications can solve a variety of tasks, including face recognition, speech recognition, object recognition, image classification, and overcoming human intelligence in the games of Go, Chess, Dota 2, and StarCraft II.
Another focus of AI technologies lies somewhere between healthcare and privacy, with the advancement of federated learning and privacy-aware machine learning. You can even produce music that can be used in a medical setting, using computer-generated music to relieve stress and pain.
Additionally, initiatives like Google Magenta, led by the Google Brain team, are looking to see if AI might be able to create compelling art and music. Another active field of AI research is the use of AI to create other AI. This includes Google’s AutoML project to develop new neural network topologies with new architectures and topologies that surpass any previously released ImageNet performance.
This applies to the current research on Generative Adversarial Networks and the work of the research teams of the Visual Computing Groups of the Technical University of Munich and Stanford University, which has developed Face2Face, a program that animates the subject’s face with facial expressions transposed from an external source.
Since then, other methods based on deep neural networks have been demonstrated, from which the name “DeepFake” was derived. Recently, new research directions, approaches, and initiatives have emerged, including research in quantum machine learning, hierarchical reinforcement learning, Bayesian deep learning, human-centered affective computing and artificial intelligence, neuroscience, self-driving cars, and conversational agents.
AI can only detect basic human emotional states like anger, joy, sadness, stress, pain, fear, and neutrality. Emotional intelligence is one of the next frontiers for higher levels of personalization. It is important to understand its impact not only from a technological point of view but also from a social, ethical, and legal perspective.
AI will change the way we live and work. It improves our productivity by helping us in many ways and saves us a lot of time doing monotonous tasks at home as well as at work. For example, now we can programme the robot vacuum cleaner to clean the floor, so we can save some time and energy. With the help of artificial intelligence, the vacuum robot avoids collisions with obstacles and effectively cleans the surface. In the same way, AI plus innovations will allow us to eliminate the need for repetitive work. Driverless vehicles will reduce the burden of driving on us and will most likely reduce the likelihood of vehicle accidents by eliminating the possibility of human error.
Autonomous vehicles will improve the way we travel. Today’s websites and apps use artificial intelligence to deliver experiences. For example, YouTube offers personalized suggestions based on what we watch. More personalized services will come in the future, including health services. The joint use of 5G and artificial intelligence will enable doctors to perform robotic surgeries, which will be very helpful in increasing access to healthcare services. Humans and machines can work wonders together with artificial intelligence.
AI will help people with special needs and the elderly live independently. With the advances that AI brings, there will be more security and privacy issues. And laws will come to deal with it. Ethical concerns will also arise.
Artificial intelligence has already improved many industries and has the potential to revolutionize all industries by reducing monotonous work, improving employee efficiency, and also thanks to the possibilities for rapid decision-making. As AI becomes more integrated into our lives, we must keep it that way by discussing ethical and safety concerns and taking the right steps.