If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."
However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …
Ever since I was a boy, I was fascinated by the idea of miniaturization. I read Isaac Asimov's Fantastic Voyage and then, when I finally got my hands on the movie, I probably watched it a dozen times. The premise was that a team of scientists were miniaturized to the point where they could be injected into a person and perform surgery from the inside. Another movie with a similar premise was InnerSpace, starring the incredibly well-matched team of Martin Short and Dennis Quaid. There was the whole Honey, I Shrunk the Kids series of movies and TV shows, and I ate them up as well.
Held virtually today on the sidelines of the 64th IAEA General Conference, the first ever IAEA meeting discussing the use of artificial intelligence (AI) for nuclear applications showcased the ways in which AI-based approaches in nuclear science can benefit human health, water resource management and nuclear fusion research. Open to the public, the event gathered over 300 people from 43 countries and launched a global dialogue on the potential of AI for nuclear science and the related implications of its use, including ethics and transparency. AI refers to a collection of technologies that combine numerical data, process algorithms and continuously increasing computing power to develop systems capable of tracking complex problems in ways similar to human logic and reasoning. AI technologies can analyse large amounts of data to "learn" how to complete a particular task, a technique called machine learning. "Artificial Intelligence is advancing exponentially," said Najat Mokhtar, IAEA Deputy Director General and Head of the Department of Nuclear Sciences and Applications.
Most companies recognize that aggressive adoption of digital technologies is increasingly critical to being competitive. Our research shows that the top 10% of early adopters of digital technologies have grown at twice the rate of the bottom 25%, and that they are using cloud systems -- not legacy systems -- to enable adoption, a trend we expect to accelerate among industry leaders over the coming five years. Many laggard and middle-of-the-pack companies, by comparison, are dramatically underestimating the cloud resources they will need in order to access, power, or train a new generation of intelligent applications presaged by breakthroughs like GPT-3, a state-of-the-art natural language processing (NLP) tool. The big breakthroughs in AI will be about language. The 2010s produced breakthroughs in vision-enabled technologies, from accurate image searches on the web to computer vision systems for medical image analysis or for detecting defective parts in manufacturing and assembly, as we described extensively in our book and research.
Artificial intelligence (AI) is a widely used term that conjures notions of fantasy, the future, or even threat. This is not surprising considering the multitude of movies which dramatise the role of artificial intelligence and what it may become. In reality, artificial intelligence is a branch of computer science which aims to "understand and build intelligent entities by automating human intellectual tasks". These processes have contributed to numerous technological advances across various industries, for example. It is now quite common to see articles about the latest AI development -- check out these robots which flip burgers!
In the breaking decade of technology, government agencies are quick to adopt new innovative measures. Automation and Artificial Intelligence (AI) are laying the path to achieve lofty productivity and decision-making. 'High value' work is the main focus of government agencies. For the purpose, robotic process automation and similar technologies are being embraced in order to decrease errors, improve compliance, and eliminate repetitive administration tasks. Robot process automation (RPA) is an application of technology that partially or fully automates human activities that are manual, rule-based, and repetitive.
Artificial Intelligence is a hot topic. Applications based on machine learning make the news on a near-daily basis. Smart police cameras steered by algorithms can register drivers holding cell phones with great precision. Algorithms can dynamically determine the real-time prices for taxi rides, hotel rooms, airplane seats, and so on. High-frequency traders are getting rich as they sleep by letting their secret algorithms do the work.
Today, Microsoft announced that will team up with OpenAI to exclusively license GPT-3. If you haven't heard of GPT-3, you may have been away from tech news for a few weeks. And who could blame you with all that's going on? For those who don't know, GPT-3 is an AI-driven language generating system. An application that among other things can write articles. You supply it a headline and an introductory paragraph, ten or so samples of the kind of writing you want it to produce and it does the rest.
A collaboration between the Norwich Bioscience Institutes and The Alan Turing Institute will enhance the ways machine learning and artificial intelligence are applied to life science research. With biological research becoming increasingly data rich, the collaboration will help identify new ways to exploit this wealth of information and accelerate advances in understanding. The Norwich Bioscience Institutes – including the Earlham Institute, the John Innes Centre, Quadram Institute and The Sainsbury Laboratory – have teamed up with The Alan Turing Institute in a £600,000 project to kickstart collaborations that will employ machine learning and artificial intelligence. Half of the funding comes from The Alan Turing Institute's'AI for Science and Government' Strategic Priorities Fund award, with the other half coming from a strategic award from the Biotechnology and Biological Sciences Research Council (UKRI-BBSRC).The funding will support up to six year-long research posts who will work together in a cross-institute cohort to expand the application of machine learning and artificial intelligence to several key areas, which may include: As technologies for capturing information – from DNA sequences through to high resolution images – become ever cheaper and more widely available, so do the reams of data associated with that. Making sense of huge datasets can create bottlenecks in research projects and, importantly, discoveries.
EU countries are already strong in digital industry and business-to-business applications. With a high-quality digital infrastructure and a regulatory framework that protects privacy and freedom of speech, the EU could become a global leader in the data economy and its applications. AI could help people with improved health care, safer cars and other transport systems, tailored, cheaper and longer-lasting products and services. It can also facilitate access to information, education and training. The need for distance learning became more important because of the Covid-19 pandemic. AI can also make workplace safer as robots can be used for dangerous parts of jobs, and open new job positions as AI-driven industries grow and change.
Machine learning is an application of artificial intelligence that provides systems with the ability to automatically learn and improve from experience without being explicitly programmed. It's not only a growing field in the world of big data, making it an in-demand skill for tech enthusiasts, but it also has some of the coolest applications in practice. Looking at the news lately, you'd find those applications include everything from converting a digital image into a new artistic style to speeding the development of a high-quality 3D-printed bioscaffold that helps to heal injuries. Well, if you want to add machine learning and artificial intelligence to your skillset, for personal projects or to enhance your earning potential, we've got a bundle of online courses just for you. The Machine Learning & Artificial Intelligence Certification Bundle teaches you the algorithms and statistical models that make machine learning and artificial intelligence possible.