The document discusses the ethical challenges posed by AI technology, including data privacy, bias, accessibility, morality, and environmental impact. It highlights how Repustate addresses these issues while developing their AI products, ensuring strict adherence to privacy laws and providing machine learning solutions accessible to businesses of all sizes. The article emphasizes the importance of sound business regulations and the ethical use of AI to build sustainable socio-economic advancements.

2. Managing Ethical
Challenges in AI
Environment

3. Overview
AI technology is being implemented virtually by every industry in some
form or the other, which along with business innovations has also lead
to AI ethical issues popping up. In this article, we talk about the ethical
challenges in AI, and how we at Repustate, manage these issues while
developing our products and solutions.

4. What Are The Major AI Ethical Issues?
There are several major Ethical Challenges in AI. In everyday business, there is the
issue of AI-based social media designed marketing that uses data to track people’s
information and use it for advertising without consent. Then there is the lack of
accountability in certain areas of defense and surveillance which are shaded gray.
Another challenge that AI poses is that even though it has augmented efficiency and
productivity, it has lead to a growing chasm between giant enterprises like Amazon
and small & medium businesses. Let’s discuss these and other challenges in detail.
1. Data Privacy
2. Bias
3. Accessibility
4. Morality
5. Carbon emissions

5. How Can We Manage Ethical Challenges in
AI
As all things artificial go, ultimately these are man-made issues, and can
be addressed through sound business regulations, resourcefulness, and
adherence to privacy and security laws. At Repustate, we take ethical
challenges in AI very seriously and are cognizant of them while
developing our sentiment analysis platforms and working with clients
all over the world.

6. Data privacy
AI ethical issues somehow or the other always revolve around data privacy
because at the end of the day you are either using data for training a model or
processing data using an API. At Repustate, even our own data scientists have no
access to a client’s data unless given express permission. As our sentiment
analysis API processes millions of API calls a day, it accesses data which can be
very sensitive. Our clients in healthcare, brand reputation management,
quantitative trading, government, and numerous other sectors trust us with
their sensitive data, and we in return make sure that there is zero chance of a
data breach. It is for this reason that our platforms are available as an on-
premise installation behind your firewall, as well as a cloud API.

7. Bias
As we read earlier, the bias that an AI machine has, is almost always because of
the quality of the data that is used to train it. We offer a truly multilingual video
content analysis and social media listening platform for emotion mining that can
cater to businesses with a diverse customer base, with high efficiency. Our
models never use translations because every single one of the 23 languages our
platforms are available in has a unique part of speech tagger, developed
precisely for that language.
Research shows that businesses can grow at a significant pace if they cater their
content to their customers in the language they speak. That’s why we support
our clients in their endeavour to reach wider markets by providing customizable,
machine learning models that offer several NLP and ML tasks including search
inside video, while analyzing data in the native tongue, without translations. This
ensures accurate customer and employee insights, whether you are a healthcare
provider or a retailer.

8. Accessibility
AI ethical issues also pertain to how easily it is accessible to businesses. Every
organization, however modest, should be able to use machine learning to
enhance their productivity and, as a result, their ROI. Repustate has always
believed in making high accuracy and agile machine learning models available to
all customers, regardless of their size. Whether you are a small and medium size
(SMB) company that wants to analyze a new target market, or a government
organization that wants to completely overhaul the country’s education delivery
method, Repustate ensures that you get the best AI-powered sentiment
analysis and text analytics solution whatever the scale of your project.

9. Morality
The past few years have shown how AI bots were used on social media for
divisive propaganda and to change the social narrative. Being in business with an
organization that does not follow protocols, care about business ethics, or take
responsibility for its social impact, means agreeing with them in principle.
Repustate is highly cognizant of this, one of many, ethical challenges in AI. Our
customers are highly respected and admired - of all sizes and in all fields -
because we believe that profitably in business should go hand in hand with
building sustainable socio economic advancement of communities.

10. Thank you!
Understand your data,
customers, & employees with
12X the speed and accuracy.
Visit: www.repustate.com to
learn more