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) …
The pace of progress in artificial intelligence is astonishingly fast and it is growing at a rampant pace. Tech firms such as DeepMind, etc as well as countless academic teams at leading technical universities all over the world, have been working for years on the creation of an AI with a neural network capable of all the mental functions humans posses. Unless one has direct exposure to groups like Deepmind, you have no idea how fast AI is growing. However, it is fascinating to see how AI is transforming lives right now in its early stages of narrow intelligence: from disease detection to artificial organs, autonomous driving to manufacturing. Evolution -- the process by which different kinds of living organism are believed to have developed from earlier forms and evolution has created intelligence -- the humans, but we are the most "exceptional" form of life in existence.
Among fictional buzzwords like "telepathy," "cyberspace," "parallel universe," and so on – what's undeniably popular and real is "AI" -- artificial intelligence. The idea that a machine can exhibit the same level of intelligence and sentience as a human being has captured much interest today. This idea has increasingly become popular in the workplace: The World Economic Forum forecasts that due to technologies like machines and algorithms, "133 million new jobs [are] expected to be created by 2022 compared to 75 million that will be displaced." A report published by Tractica, showed that AI revenue could grow from $643.7 million in 2016 to $36.8 billion by 2025. These billion-dollar facts could leave a surprisingly awakening question -- is the future going to be AI-oriented, and will humans be left out of it?
When it comes to contracts, every business learns to deal with several important contractual facts of life. One is that contracts need to accurately protect the company's business interests while adhering to acceptable legal practices and regulatory requirements in relevant jurisdictions. Another is that contracts must be faithfully administered in order to serve their basic business functions. Finally, contract management costs a lot. It is the cost of creating and administering contracts inefficiently.
Artificial intelligence is no longer just a buzzword but a massive reality now. It is continuing to transform the user experience for all kinds of digital interfaces including mobile apps, e-commerce stores, and enterprise websites. Artificial intelligence is conceived by many as the great replacement of human intelligence. Let us have no doubt that still human intelligence and power of reasoning are miles ahead of machines and software programs in terms of capacity and effectiveness. So, again, now artificial intelligence is just a value addition that is primarily controlled and maneuvered by humans.
"The essence of general intelligence is the capacity to imagine oneself" -- myself Recognize that to gain the perspective that comes from seeing things through another's eyes, you must suspend judgement for a time -- only by empathizing can you properly evaluate another point of view. Moravec's paradox is the observation made by many AI researchers that high-level reasoning requires less computation than low-level unconscious cognition. This is an empirical observation that goes against the notion that greater computational capability leads to more intelligent systems. However, we have today computer systems that have super-human symbolic reasoning capabilities. Nobody is going to argue that a man with an abacus, a chess grandmaster or a champion Jeopardy player has any chance at besting a computer.
According to legend, the medieval philosopher and Franciscan friar Roger Bacon created an all-knowing artificial brain, which he encased in a bronze, human-like head. Bacon, so the story goes, wanted to use the insights gleaned from this "brazen head" to make sure Britain could never be conquered. Following Bacon, a long-standing challenge for engineers and computer scientists has been to build a silicon-based replica of the brain that could match, and then exceed, human intelligence. This ambition pushes us to imagine what we might do if we succeed in creating the next generation of computer systems that can think, dream and reason for us and with us. Today there is little talk of brazen heads, but artificial intelligence seems to be everywhere.
Data intelligence is driving the next wave of revolution in healthcare. As providers adopt a more holistic data-centric approach, it will lead to better treatment outcomes, personalized treatment, and preventive interventions. One of the disruptive trends to watch in recent times is the way data is being democratized in the healthcare industry. From a siloed approach to the use of technology and data, we are now witnessing data-driven value creation across the ecosystem. As new data technologies with advanced intelligence capabilities emerge healthcare companies now have an opportunity to better capitalize on data, innovate patient care and drive profitability while managing growing risks in patient privacy and data security.
Fortinet has unveiled predictions from the FortiGuard Labs team about the threat landscape for 2020 and beyond. These predictions reveal methods that Fortinet anticipates cybercriminals will employ in the near future, along with important strategies that will help organizations protect against these oncoming attacks. Changing the Trajectory of Cyberattacks Cyberattack methodologies have become more sophisticated in recent years magnifying their effectiveness and speed. This trend looks likely to continue unless more organizations make a shift as to how they think about their security strategies. With the volume, velocity, and sophistication of today's global threat landscape, organizations must be able to respond in real time at machine speed to effectively counter aggressive attacks.
Beyond AGI is where things get really exciting and may perhaps present a slightly existential challenge for humanity--artificial superintelligence (ASI). Goertzel said, "Artificial superintelligence is the next step beyond general intelligence. Humans currently have more general intelligence than the software products that are commercially available right now. But humans are by no means the most generally intelligent possible system. I think as AI advances further and further, you're going to see AI as tremendously smarter than people much as we're much smarter than monkeys, rats or bugs. But I mean, to get from where we are now with narrow AI, to AGI, and then to artificial superintelligence, we need to go through quite a series of practical steps."
This means that the test favors "program synthesis," the subfield of AI that involves generating programs that satisfy high-level specifications. This approach is in contrast with current trends in AI, which are inclined toward creating programs that are optimized for a limited set of tasks (e.g., playing a single game). In his experiments with ARC, Chollet has found that humans can fully solve ARC tests.