Image by author
Everyone has different opinions about artificial intelligence and its future, depending on your life. Some believed it was just another fad that would soon die out.
At this point, it’s clear that AI has had a major impact on our lives and will continue to do so.
Recent advances in AI technologies such as ChatGPT and autonomous systems such as Baby AGI allow us to stand on the continual advances of artificial intelligence in the future. It’s nothing new. This is the same dramatic change we have seen with the advent of computers, the internet and smartphones.
A few years ago, a survey of 6,000 customers in six countries found that only 36% of consumers were satisfied with AI-powered businesses, and 72% had some fears about the use of AI. expressed.
It’s very interesting, but it also bothers me. We expect a lot more to come with AI, but the big question is, “What’s the ethics about it?”
The most advanced and implemented area of AI development is machine learning. This allows models to learn and improve using past experience by exploring data and identifying patterns with little or no human intervention. Machine learning is used in many fields, from finance to medicine. We have virtual assistants like Alexa, and now we have large language models like ChatGPT.
So how do we determine the ethics of these AI applications and how does that affect our economy and society?
There are some ethical concerns surrounding AI.
1. Prejudice and Discrimination
Data is the new oil, and we have a lot of it, but there are still concerns that the data AI has is biased and discriminatory. It has proven to be highly biased and discriminatory against certain ethnic groups, such as people of dark color.
Some of these facial recognition applications were racially and gender biased, but companies like Amazon refused to stop selling their products to the government in 2018.
2. Privacy
Another concern about using AI applications is privacy. These applications require huge amounts of data to produce accurate output and to achieve high performance. However, there are concerns about data collection, storage, and use.
3. Transparency
AI applications will be populated with data, but there is a big concern about the transparency of how these AI applications make decisions. Creators of these AI applications are dealing with a lack of transparency, raising the question of who should be held accountable for the results.
4. Autonomous applications
We’ve seen the birth of Baby AGI, an autonomous task manager. Autonomous applications have the ability to make decisions with the help of humans. This allows the public to take a rightful look at delegating decisions to technology that may be seen as ethically or morally wrong in the eyes of society.
5. Employment security
This concern has been continuously debated since the birth of artificial intelligence. As more people believe that technology can do their job, such as ChatGPT creating content and potentially replacing content creators, the social and economic implications of implementing AI in everyday life what is the impact?
In April 2021, the European Commission published legislation on the use of AI. The law was intended to ensure that AI systems fulfill basic rights and provide trust to users and society. It included a framework that grouped AI systems into four risk areas. Unacceptable Risk, High Risk, Limited, Minimal or No Risk. For more information, see European AI Law: The Simplified Breakdown.
Other countries, such as Brazil, have also passed legislation creating a legal framework for the use of AI in 2021. So we can see that countries and continents around the world are looking more and more at the use of AI and how to use it ethically.
Rapid advances in AI must align with proposed frameworks and standards. Companies building or implementing AI systems must follow ethical standards and conduct evaluations of their applications to ensure transparency and privacy and account for bias and discrimination.
These frameworks and standards should focus on data governance, documented and transparent human oversight, and robust and accurate cyber-safe AI systems. Unfortunately, if companies do not comply, they will have to deal with fines and penalties.
The launch of ChatGPT and the development of general-purpose AI applications has prompted scientists and politicians to establish legal and ethical frameworks to avoid potential harm and impact of AI applications.
This year alone, many papers were published on the use of AI and the ethics surrounding it. For example, evaluating a transatlantic race to manage AI-driven decision-making through a comparative lens. Until we publish a clear and concise framework for governments to implement and companies to implement, we will see more and more papers published.
Nisha Aria Data Scientist, Freelance Technical Writer and Community Manager at KDnuggets. She is particularly interested in providing career advice and tutorials on data science, as well as theory-based knowledge on data science. She also wants to explore different ways artificial intelligence can extend human lifespan. She is an avid learner looking to expand her technical knowledge and writing skills while helping guide others.
