Seven trends in AI in 2022
In areas such as cyber security and intelligent driving
Artificial intelligence has become one of the most revolutionary technologies humanity has ever seen. "Artificial intelligence is one of the most important technologies we are working on as humans. Its impact on human civilization will be more profound than fire or electricity. Google CEO Sundar Pichai during an interview at the World Economic Forum in Davos, Switzerland, in January 2020.
According to a recent report by Forbes, although it is hard to imagine the impact of autonomous decision-making by machines, it is certain that new breakthroughs and developments in the field of artificial intelligence will continue to expand the boundaries of our imagination by 2022, and it will "play a big role" in seven fields.
Enhance human labor skills
There has long been concern that machines or robots will replace people and may even make some jobs redundant. But it will also increasingly be found that humans can use machines to improve their skills.
For example, marketing departments have become accustomed to using tools to help determine which prospects are worth paying attention to; In engineering, AI tools let people know in advance when machines will need repairing by providing maintenance predictions; Knowledge-based industries such as law will increasingly use ARTIFICIAL intelligence tools to help people sort through the ever-increasing amount of available data to find the information they need to perform specific tasks.
All in all, smart tools and services are springing up in almost every career field to help people do their jobs more efficiently. In 2022, AI will become even more connected to People's Daily lives.
Bigger and better language modeling
Language modeling allows machines to interact with humans in a language they understand, and even convert human natural language into executable programs and computer code.
In mid-2020, artificial intelligence company OpenAI released the third-generation language prediction model GPT-3, the most advanced and largest language model scientists have ever created, consisting of about 175 billion "parameters" -- the variables and data points that machines use to process language.
OpenAI is known to be working on a more powerful successor, GPT-4. Although the details have not been confirmed, some estimate that it may contain as many as 100 trillion parameters (as many synapses in the human brain). In theory, it's a big step closer to creating language and having conversations that humans can't tell apart. And it gets better at creating computer code.
Artificial intelligence in cybersecurity
In January this year, the World Economic Forum released the Global Risk Pattern 2021 Report, which identified cyber security risks as a major risk the world will face in the future.
As machines take over more of people's lives, hacking and cybercrime inevitably become a bigger problem, and this is where AI comes in handy.
Artificial intelligence is changing the game of cybersecurity. By analyzing network traffic and identifying malicious applications, intelligent algorithms will play an increasing role in protecting humans from cyber security threats. In 2022, the most important application of ARTIFICIAL intelligence is likely to be in this area. Ai could dramatically speed up responses by crunching threat intelligence from millions of research reports, blogs and news reports, providing instant insight into the information.
Artificial intelligence and the meta-universe
The metasverse is a virtual world that, like the Internet, focuses on immersive experiences, and the metasverse has become even more popular since Mark Zuckerberg renamed Facebook "Meta."
Artificial intelligence will undoubtedly be the key to the meta-universe. Ai will help create online environments that will make people feel at home in the meta-universe and foster their creative impulses. People may soon get used to sharing a meta-cosmic environment with ai creatures, such as playing tennis or chess when they want to relax.
Low code and no code AI
In 2020, low-code/no-code AI tools will emerge and take the world by storm, ranging from building applications to vertical AI solutions for the enterprise. This new force is expected to continue in 2022. Low code/no code tools are the next frontier for tech giants, a $13.2 billion market that is expected to grow to $45.5 billion by 2025, according to the data.
Amazon's Honeycode platform, which was released in June 2020, is a code-free development environment similar to a spreadsheet interface. It has been described as a "blessing" for product managers.
Autonomous vehicles
Statistics show that 1.3 million people die in road accidents every year, 90 percent of which are caused by human error. Ai will be the "brain" of self-driving cars, ships and planes, transforming these industries.
Tesla says its cars will have full self-driving capability by 2022. Google, Apple, GM, and Ford are also likely to announce major leaps in autonomous driving in 2022.
In addition, the Autonomous Ship Mayflower (MAS), built by ProMare, a non-profit Marine research organization, and IBM, set sail in 2020. IBM said the AI captain gives MAS the ability to detect, think and make decisions, scanning the horizon for potential hazards and changing course based on all kinds of real-time data. In 2022, autonomous ship technology will also be upgraded.
Creative artificial intelligence
Augmented by new models such as GPT-4, Google's "brain", ai can be expected to deliver a more refined and seemingly "natural" output of ideas. Google Brain is a major research project in the Google X lab. It is a piece of artificial intelligence software that mimics the human brain's ability to learn by itself.
In 2022, these creative outputs are typically not meant to demonstrate ai's potential, but to be applied to everyday creative tasks such as writing headlines for articles and newsletters, designing logos and infographics. Creativity is often seen as a very human skill, but people will increasingly see these abilities in machines.
