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Augmented Intelligence: The New Knowledge in the Era of AI

by | May 14, 2022 | Technology




We’re faced daily with headlines and prophecies detailing how artificial intelligence is set to destroy mankind. Leaders warned us that robots are set to take our jobs and governments will have to pay our wages, philosophers tell us that machine intelligence will outstrip and outrun human intellect and that AI will step over mankind.

However, what they don’t say is how this technology can augment, partner and collaborate with us to unlock a new age of innovation of value that we’ve never seen before. We are hearing a lot about AI nowadays, but the idea is not new.

People have been trying to imitate the human mind since the 18th century. Human intelligence is a combination of two abilities which is the ability to recognize and to reason. AI is often based on neural networks and can only copy the ability to recognize. And it can do it faster and more efficiently than the human brain. However, it cannot replicate the complexity of the human thought process.

AI is fed with data to build a model of the world and based on that model it has to go ahead and decide what kind of actions it should take and decisions it has to make. The modeling portion is an important part of an AI system because the model allows it to make predictions. If the model is poor then the predictions will be poor and the AI system is going to make poor decisions.

Our everyday lives are filled with subtle cause-and-effect relationships that make everything interrelated. Our world is constantly changing, which is why understanding significant future events that have not yet happened using only artificial intelligence is challenging. Hence, Augmented Intelligence goes beyond what artificial intelligence can do.

What is augmented intelligence?

While the term artificial intelligence (AI) is used to describe the use of machines to simulate human intelligence, augmented intelligence emphasizes that AI technologies are designed to support human activities. It’s conducive in systems where human workers aren’t as efficient as AI. Sometimes called cognitive augmentation or Intelligence Amplification (IA), it helps us understand our abilities better.

AI is already affecting our daily lives. But cognitive augmentation focuses on using AI as a tool. Humans are increasingly coexisting with AI-powered digital tools. Today, these tools help us with many services. It improves access to companies and workers and it aids financial planners. It increases capacity and goals and even helps us understand our risk appetite.

We’re already seeing the benefits of big data, which helps us understand predictive analytics. But big data is also a huge source of information. Augmented intelligence helps data scientists better understand and manage it. In short, we can learn from machine data and make better decisions.

The key to cognitive augmentation is that it works together with humans, rather than replacing them. Virtual assistants use AI to recognize voices and provide information when asked. These devices don’t make decisions for us, but they are meant to simplify our lives and reduce our workload.

Here’s how this intelligence amplification works, first it gathers knowledge from humans who have it. However, in some situations, humans may not know everything. This is where AI comes in, with the use of historical data, the AI-algorithm can detect correlations that humans might have missed.

These are the two components of augmented intelligence, a technology that combines the best of the human brain and AI. AI is not designed to replace human interaction, it’s intended to augment human intuition and decision-making. And cognitive augmentation uses human expertise to support and augment artificial intelligence.

Why do we need augmented intelligence?

The technology’s ability to understand complex data sets makes it an excellent choice for companies looking to make better decisions. While intelligence amplification provides data and analytics, humans are still needed to make the final decision. IA systems can save businesses time and money by removing human bias in interpretation and decision-making.

Image by Tung Nguyen from Pixabay

The development of augmented intelligence tools enables the automation of many processes that were once incredibly labor-intensive. The introduction of AI-powered algorithms helps companies automate and improve these processes. It is said that by 2030, AI-driven decision support and augmentation will outperform all other AI initiatives.

Companies are currently deploying connected worker platforms that combine AI-powered digital work instructions with real-time collaboration tools to let workers complete their jobs on their own. IA also helps reduce costs by increasing accuracy and enabling businesses to act quickly on insights. It can also increase the potential of a data-driven culture.

The combination of human and machine reasoning is far superior to either alone. A study cited that an AI system had an error rate of 7.5 percent compared to 3.5 percent for a human pathologist. When both systems were combined, the error rate decreased to just 0.5 percent. AI can also eliminate mundane tasks.

AI can take on the tasks that used to be done by humans, such as remedial day-to-day tasks. It can perform mundane and boring tasks like filing paperwork, answering the phone and cleaning the house. While the importance of augmented intelligence is not yet widely accepted, its use is already accelerating.

With the growing importance of big data, IA assists data scientists who need help in analyzing and synthesizing information. By mining huge amounts of data and pulling out helpful patterns, cognitive augmentation has become essential for predictive analytics. By combining human intuition and machine intelligence, businesses can grow and innovate.

Artificial intelligence is a promising technology, but we still need to determine how it will be used in the real world. The concept of AI emphasizes that technologies are designed to assist humans. By integrating human and machine intelligence, cognitive augmentation systems can improve many services and products. They can also improve data management.

Image by Tung Nguyen from Pixabay

And as we continue to learn more about AI, we will become even more dependent on it. With its ability to analyze big data, it improves the speed and efficiency of innovation. Augmented data management tools and machine learning capabilities make it easier for businesses to transform vast amounts of data into insights and actionable decisions.

With these tools, anyone can leverage big data and innovate. And the importance of intelligence amplification for your business cannot be underestimated. This technology is poised to be the next big thing in human technology. If used properly, IA can improve the efficiency of management.

Augmented intelligence in organizations

The manufacturing industry is already leveraging cognitive augmentation to analyze key data points during production tasks. It can improve the customer experience, reduce human errors and enable personalization at scale. The importance of augmented intelligence in manufacturing cannot be underestimated.

The technology is so advanced that modern aviation uses it to assess navigation routes, weather patterns and other critical details. Those systems then combine the knowledge of the pilot to make an informed decision. And this same technology is now being used by business leaders to streamline business functions, uncover trends and unlock new ideas to improve compliance and revenue growth.

By combining human and machine intelligence, augmented intelligence will be beneficial to both humans and machines. It also allows humans to do more complex tasks. It can help healthcare workers analyze patient data and make better decisions.

One example is an experiment at the Harvard Medical School where an algorithm was able to identify breast cancer 92% of the time. The human pathologist detected cancer 96% of the time. When both the algorithm and human pathologists worked together, the error rate fell to 0.5 percent. This is a remarkable improvement and one of the most exciting applications for AI in the field.

In addition to improving customer interaction and the quality of care, IA can improve health care by decreasing medical errors and improving billing and claims processing. In the medical industry, it can speed up the treatment process and reduce the risk of malpractice.

Whether you are a healthcare provider or a business owner, cognitive augmentation can help you make informed decisions. When applied to customer data, it can help you understand the demographics of your clients. Using this information can help you determine if you’re reaching the right demographic and maximizing your budget. Further, it can even help you find new ways to reward customers. This is a win-win situation for both businesses and customers.

It can also help teachers and learners. Its algorithms can monitor students’ vital signs, analyze their history with millions of other patients and make suggestions on possible causes. And can also analyze radiology images faster than humans. All this helps human experts focus on their core duty which is teaching knowledge acquisition.

Augmented intelligence can also help the logistics sector by anticipating potential problems. When logistical problems arise, it is only prudent to respond ahead of time. By detecting problems in advance, IA can prevent them from causing major disruptions. With its capabilities to automate systems, it can allow human operators to focus on making real-time decisions.

Benefits of augmented intelligence

The introduction of augmented intelligence has several benefits for industries. For example, it can be used to generate countless choices for a product or service. Human operators can then choose the appropriate option from the pile, enabling them to save time and money.

With the use of augmented intelligence, businesses can optimize their budgets and gain market share. Moreover, it can reduce human errors and bias in data interpretation, enabling them to make more accurate decisions in real-time. The most obvious application of augmented intelligence is improving customer experience.

With this new technology, businesses can optimize human interactions with customers and reduce errors while personalizing the experience at scale. For companies, IA can help improve customer service by using data analytics. This data-driven approach often yields higher ROI and less wasted resources.

For example, social media learn users’ habits and recommend products or services based on their behavior. It also assists sales teams by suggesting new accounts. It can also be used in banking to improve risk analysis and regulation. Another major benefit is the improvement of business intelligence.

Companies can easily extract valuable information from a variety of data sources with the help of this technology. IA allows companies to create better products by allowing them to perform checks to ensure they are producing the best possible product. These technologies dramatically improve the chances of getting it right the first time.

In addition, many cognitive augmentation providers also offer data security solutions to ensure the protection of sensitive information. Data exchange is a concern in industries dealing with sensitive data. These companies need to balance the risk of a breach against the benefits of new technology. Data security capabilities are an integral part of IA software.

They can also reduce costs, especially when a tangible product is involved. Adaptive, customized approaches are essential for implementing augmented intelligence. Proper implementation can lead to countless transformation opportunities. These systems will be invaluable assets in the future of business.

Future of augmented intelligence

Augmented Intelligence allows human reasoning and expertise to be augmented with the power of AI. It combines all available intelligent technologies, empowering humans, machines, employees and organizations. In short, it helps us evolve as a society. The future of Augmented Intelligence is extremely promising.

IA will enable people to solve complex problems and make smarter decisions. While the technology is still in its infancy, Its market is expected to grow significantly by 2030. Supermarkets and retailers are already using AI-powered prediction machines to predict customer behavior. These algorithms can even decide which products to put on the shelves.

As AI and IoT technologies continue to improve, the future of human-machine collaboration is brighter than ever. Human-machine collaboration in the workplace can increase employee performance, experience and overall productivity. IA will not only help employees to work smarter but will also enable enterprises to build core capabilities.

While it may be disruptive to the workforce for a time, this new type of human-machine collaboration will help companies to create a more efficient and effective workplace.

In addition, human-machine collaboration and cognitive augmentation can prevent the negative effects of AI on business. For example, it can help protect consumers from algorithms that lead them down rabbit holes. This technology is already changing the way we live our lives.

While the future of augmented intelligence is far from being a reality for everyone, it is certainly closer than many people believe. The technology has already opened a new vista for human-machine interactions, such as the development of wearable personal devices. The next step is to harness the power of the human brain.

With the advancement of technology, machines can mimic human intellect, enabling them to work more efficiently. In the workplace, intelligence amplification can help workers be informed while still providing them with the human touch. This technology has the potential to transform our lives. You might never recognize the impact it’ll have on our lives.

This is the future of humankind. We must understand what these technologies can and cannot do. AI will replace a number of jobs that are not essential for human survival. It will also replace many tedious and dull tasks. For example, AI can eliminate jobs that require remedial work or long hours.

IA can also help with administrative tasks, such as analyzing a patient’s vital signs and comparing them to millions of other patients. It can read non-emergency medical information and determine whether or not a patient needs medical attention. In turn, this will make healthcare more efficient and reduce human error. AI will help doctors and medical professionals help more patients.

Augmented Humans will transform our lives in a variety of ways. As technology advances, it will continue to evolve rapidly and will spawn new industries. Exoskeletons, brain-computer interfaces, wearables, and smart devices will be the focal points of the IA market. As AI continues to grow, human brains will become more integrated with computing machines in a few years.

The partnership of human brains and information-handling machines will be revolutionary. We’ll be able to think and process data in ways that information-handling machines of today can’t hope to approach. However, we should never become victims of our technology, we should be the masters of our own lives.