Artificial Intelligence is the new PC
Minh Trinh
Managing Partner at Centaurs Fabs, Author of "Foundations of Artificial Intelligence Finance" and "The Artificial Intelligence Handbook Series", Organizer "Artificial Intelligence for Good (New York)"
Artificial Intelligence is making breakthrough advancements in image recognition, natural language processing, robotics, and machine learning in general. The company DeepMind, a leader in AI research, has created AlphaZero in 2018, an AI program that has reached superhuman performance in many games including the game of Go, and more recently in 2020, AlphaFold that solved a protein folding problem that has preoccupied researchers for 50 years. For Stanford Professor Andrew Ng, AI is the new electricity.
A more useful comparison would be the advent of the personal computer, in particular, the IBM PC in 1981, and its first killer application, the spreadsheet software Lotus 123. IBM didn’t introduce the first computer. Home computers were already available for hobbyists since 1977 from companies such as Commodore, Tandy, and Apple. The Apple II with Visicalc was especially already very popular but the IBM PC was the first affordable personal computer enthusiastically adopted by the business community.
Figure 1. IBM PC
Figure 2. Lotus 123
The novel spreadsheet software allowed flexible free-form calculations, the automation of calculations, the use of custom functions, graphics, references, and data management. Excel, the dominant spreadsheet software is still in use more than thirty years after its first introduction (with more functionalities). Before the spreadsheets, people used calculators and reported results on paper. More intensive calculations were done with mainframe computers in a language such as FORTRAN and results were printed on paper.
Today, AI is the new PC. Not adopting AI is like forgoing the PC in 1981. The impact is already very profound among the native digital companies and should be as significant for the rest of the companies.
Today, business leaders need to think about an AI strategy as they have to think about their information technology strategy. Like the PC and the spreadsheet, they should expect all their employees to become at some point users of AI at work. As the home computer, AI is already present at home with personal assistants such as Amazon Alexa, on phones with Apple Siri, and the internet with Google. All these AI applications are now possible thanks to increasing computer power, the development of the cloud, the availability of big data, and the new machine deep learning paradigm.
The AI Strategy Handbook was written to help you adopt AI in your business strategy so that it creates a long-term sustainable competitive advantage for your customers, your company, your employees, and your investors.
AI could hardly replace humans in decision-making, but it may become a really helpful digital assistant to people. As it is ML used in documents recognition now, etc. We can't imagine our lives without these OCR tools nowadays, but some decades ago it was a mere revolution.
AI is definitely the future. Looking forward to it. ??
Although AI might never be able to replace the Human intelect but it is starting to spread it's wings. With just simple calculations to weather, sports, sales and even now next move of living beings predictions at a good success percentage, AI has come a far way. In a broder perspective AI has helped alot in advancement of science and it is the catalyst for evolution.
While the hype around AI previously peaked in the 1980’s, the constraint at that time was processing power and storage capacity. These are now no longer an issues, and AI is increasingly becoming an effective tool, however tools require specialist craftsmen to create good algorithms. This is why it is called specialist AI - think Siri and Alexa ... kind of smart and certainly helpful (at times). Specialist AI is being used in an increasingly wide range of specific tasks, whose range is increasing as reusable AI libraries are being built, however it is still a technology that is targeted at specific tasks and as such has adaptation limitations (e.g. it is difficult to code an algorithm to address moral dilemmas). On the other hand, General AI is very different beast, in that, unlike specialised AI’s specific task limitation, General AI is an AI that can learn different things without human involvement - think Terminator 2 movie. General AI, when it comes, could be of great benefit to the human race, and a massive benefit to society. BUT, in the wrong hands it could spell disaster, especially in the hands of a devious government ... general AI could propel even a relatively small regime into a dominant superpower.
Thanks for sharing Power of AI