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The liability Risks of Artificial Intelligence and Machine Learning

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The liability Risks of Artificial Intelligence and Machine Learning

Maria Johnsen talks about risk assessment and security aspects of artificial intelligence and machine learning.

In recent years, the use of Artificial Intelligence has peaked. Decisions may be at risk if they are made by a machine. Artificial intelligence can be economically disastrous and liable equally due to various thought-provoking aspects of the situation. Experts hold the opinion that there is a liability risk if the Machines make decisions which are rather inappropriate or illegal.

According to Maria Johnsen in fintech and banking systems the rules on risk management describe how models should be validated, but these rules do not cover A.I and machine learning algorithms. With predictive models, they build the model and test it. But they don’t test to see if the algorithm changes based on the data they feed it. In machine learning, the algorithms change, evolve and grow; at the same time, new biases could potentially be added.

Regulators should be finding solutions to the risks of machine learning models. For example, in loan decision making, the data could inform an unconscious bias against minorities that could expose the bank to regulatory scrutiny.

Machine Learning Problems:

The risks associated with Artificial Intelligence and machine learning can be potentially dangerous if not managed timely. Following are some of the main risks associated with this phenomenon:

  1. Data:The pedigree of the data used to create machines is largely involved in the risk. The variability in the amount of the data determines how it would run in the long term. This is why it should be a homogenous data.
  2. Bias:It can be a source of inaccuracy in the models which can make the data highly inaccurate.
  3. Output Interpretation:The use and the way a model is interpreted can undoubtedly add to the risk.

If you train an algorithm with data that has underlying racist data, you may end up making a racist machine learning algorithm. We need to step back before we all jump on the bandwagon.

AI is used in various aspects of programming that include finding solutions to a problem and recognizing patterns. In machine learning, a computer program is given access to a huge amount of data and then it processes that information. This is how it learns the relationship between variables.

For more information read her entire article at A.I and Machine Learning

Her latest book The Future of Artificial Intelligence in Digital Marketing: The next big technological break

About Maria Johnsen

Maria Johnsen is a Multilingual Digital Marketing A.I and Fintech Influencer, Film producer , director, screenwriter,Linguist and author. She  holds a degree in political economy from Kharkov University in Ukraine, Beauty Arts from Sorbonne University in Paris, BA in Information technology, BA in computer science, a Master of Science degree in computer engineering from university of science and technology in Norway and master degree in filmmaking and television from Royal Holloway University of London.

Her professional background and education is diverse and includes skills in areas such as sales, multilingual digital marketing, content writing, business intelligence, software design and development. In addition, she possesses the experience and education in the management of complex Information Systems.

Maria knows eighteen languages and possesses experience in language instruction, tutoring, and translation. She has also developed a unique teaching method for fast learning “Implications for Upgrading Accelerated Learning Practices In Educational Systems” This method is applied in China and Norway.

Maria Johnsen is also a multilingual SEOPPC and social media marketing expert. She managed software projects for well known IT companies and Bank in Norway, China, the UK as well as cooperation with governments and police authorities in regards to projects related to data crime and tracing terrorists online.

Starting in 2008, she began offering search engine optimization services. Her company Golden Way Media expanded internationally in 2009 carrying out various projects in Europe, North America and Asia. While offering services to the general public, Maria Johnsen continues to consult with corporate clients, agencies and small businesses. She has skills and proven records in all areas of search engine optimization including keyword targeting, competitor research and on-site optimization.

TECH

4 Best Phone Number Tracking Apps – 2022

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4 Best Phone Number Tracking Apps – 2022

The compiled data about the best phone number tracking apps is given in this article after extensive searching for helping you to make the right decision. The mobile phone is good on one side but bad on the other because you can use it positively or negatively. If you are curious about your partner or children’s matters and get your lost phone, a phone number tracker will help you perfectly.  

Move down to get more information about the best phone tracking apps for you!

#1. mSpy

It is a top-class phone tracking app unique due to its features and functioning. Why is it placed at the top of the list? You will know about it after installing and using it. It will protect your phone first and monitor your partner’s movement. It is best to track calls, messages, internet usage, search history, trace passwords typed on the phone, and access WhatsApp, Facebook, Snapchat, Instagram, and the real-time location of the mobile immediately. It is considered one of the best phone number trackers without any interruption or delaying the process.

#2. FlexiSPY

After installing this app on your device, you tell the targets. This app works in this manner that it works directly from your side, and the third person won’t see the app on their devices so that they never come to know that you are tracking them. It is the best and most helpful solution for this tracking app. You can directly access your phone and collect all the evidence you want. The best way to get evidence is to take a picture of a particular person and upload it to your account for a long time of safety.

#3. SpyBubble

It is considered as one of the powerful monitoring software. You can read the emails or messages, record the calls, and take screenshots. You will get the information and everything you want in the cloud of your account after installing it in the target account. The movement history and real-time location can be traced, trace the call recordings without knowing the target person, and easily monitor the browser. It’s up to you that to which extent you want to access, like all the social media accounts, can also be traced by this tracking application.

#4. SpyHuman

It is also an amazing tool, and people feel satisfaction while using this tracking app. The target device is tracked at all possible times without any interruptions. You can get complete access so that you can see even what is happening around your loved ones by tracking them. The calls from the target device are trapped by using the amazing features in this software. The SMS logs of the target device are also traced with the help of SpyHuman. The browsing activity of the children is outlined, and the location of your children with what they are doing where they are.

Verdict

Society is moving towards negativity, but there are positive items to make things right, like the phone tracking apps to protect your mobile phone with your personal information and valuable data. The location with the calls or messages is also traced without knowing the target person.

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TECH

What To Know About AC Repair in New Mexico

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What To Know About AC Repair in New Mexico

What’s the one thing that helps you survive through summer? Well, the answer is simple. Cold drinks and an air conditioning unit. If you live in an area where heat is a constant problem, you need the functionality of an AC. You probably have one installed in your home that you use frequently.

No one can argue about the benefits of having an AC system in the house, but it is also important not to overuse it. If your AC is brand new, congratulations because you won’t have to bother with it for a long time. These devices are built to last a long time, but with proper maintenance of course. You could read about some warning signs on this link https://www.theyucatantimes.com/2019/08/warning-signs-you-need-ac-repair/.

However, they are not immune to technical bugs and malfunctions along the way. You are probably aware that a lot of things can affect the functionality of the AC and there’s no reason to start panicking right away. Any issue related to the AC can be handled with care and precision by professionals. An expert can advise you whether the device can be saved or not as well.

Always look on it as an investment even if it’s time to replace your old one with a brand new one. As for repairs, if done correctly and professionally they can prolong its life. Here’s what you need to know:

Durability

What To Know About AC Repair in New Mexico

The total durability of the equipment is increased as a result of AC repairs. In most cases, if the technology issues are minor, they may be rectified without too much effort. A team of professionals will aid you in optimizing your device so that it performs to its full capacity.

A reputable repair company will also be able to tell you whether or not the item can be repaired at all. Check to see if all of the issues have been repaired so that you may resume utilizing it if this is the case. You might be able to pick up a few pointers on how to perform the work on your own.

As previously stated, air conditioning equipment is expensive, and you should think of it as an investment in your comfort. It should not be necessary to forsake your device because of a minor inconvenience. By implementing professional air conditioning repair services, you can extend the life of your air conditioning equipment.

The fact that you’ll be able to use it for a lengthy period of time is really important to consider. If the cost of repairs surpasses the cost of acquiring a new air conditioning unit, you should seriously consider replacing the old unit with a brand-new one before the situation worsens. Check out this page for more.

Absorbing moisture

In addition, the air conditioner contributes to keeping the air inside the house drier. If the levels of moisture in your home are high enough, you will be able to notice an increase in the quantity of moisture in your home. When you first wake up, you will notice a sticky feeling on your skin, and the air will begin to smell damp.

Despite the fact that mold problems are relatively common, they may also be quite dangerous. For those who are susceptible to mold spores, mold can release toxic spores into the air that can cause respiratory troubles in those who are exposed to them. You must do everything in your power to prevent it from progressing further.

If you are suffering mold problems, you should get professional assistance for mold removal. You should also check your roof to determine if there are any cracks as well as holes that allow water to seep through and into your home. The air conditioner can contribute to moisture absorption from the surrounding area, but it will not completely prevent it from accumulating. In the event that you have an issue that allows water to enter your house, you must take action right away. Dry air can only be maintained by an air conditioner that is properly functioning.

As a consequence, if your organization is experiencing technological challenges on a continuous basis, you should require help from experts in the industry to aid you in resolving the problems. When you act swiftly and decisively, the sooner you will be able to switch on your air conditioning once more. before you decide to hire professionals, be sure to get an estimate for repair just to compare different prices.

Breathe better

The presence of a fully functional air conditioner will unquestionably improve the air quality in your residence. Imagine arriving home from work on a scorching day only to realize that the temperature inside your home has also reached unsafe levels. This is not uncommon. Put on the air conditioning as soon as possible to assist in cooling the space. You should be able to rest and unwind in the comfort of your own residence.

In addition, the air conditioning unit may increase the air quality, making it more breathable for people to breathe. Although you may open a window to let fresh air circulate through the room, what happens when the outside temperature is scorching hot? What do you do then?

In the long term, it won’t make much of a difference at all. When you turn on the air conditioning, on the other hand, you will notice that the quality of the air begins to improve immediately. There should not be any residual smell in the room if it is equipped with a working air conditioner.

You will be unable to do any of these duties if your air conditioning is not functioning correctly. Therefore, you must hire an air conditioning repair service in order to have all of those little problems repaired as soon as possible. Whenever the possibility to repair and save your equipment presents itself, you should take advantage of it. The cost of an air conditioner is not the most affordable product available on the market.

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Why to Outsource Fintech Software Development?

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Why to Outsource Fintech Software Development? | DeepInspire

The 20th and 21st century is all about technological advancement and consistent waves of evolution in fields of science and technology. Under such circumstances, one can not have all the knowledge related to a particular field. One has to consult the connoisseur of the desired area to make things done without costing time and ineffable energy. The same goes for end-to-end financial software development. One needs a well learned and well versed IT expert for end-to-end financial software development. 

Below are the motives and windfalls of choosing outsourcing software development as a palpable option! 

Why Do People Prefer Outsourcing Fintech Software Development?

A few years ago, a renowned institution called SHRM- Society For Research Management- supervised a survey on why do well-known companies go for outsourcing software development? To the surprise, more than 30% of the people agreed on a point that companies do outsource to conserve time and reduce expenses. 

Below are listed some of the vantages of outsourcing Fintech software development:

1. Vendors are Well Versed in the Field

The utmost advantage of outsourcing is that the software is designed and developed by professionals and IT experts who are experienced in this field. Customers do not need to worry about the latest techniques and technologies; consumers are expected to pay the expert a handsome sum of money. 

2. Connoisseur of Software Development Utilize Latest Tools and Techniques

In-house software development demands the knowledge and skills of utilizing the latest tools and techniques. Not everyone can understand the dynamics of software development. To minimize the likelihood of errors, outsourcing is the best option. IT experts who are assigned the task know well the techniques. 

3. Outsourcing Provides Companies with the Maximum Time to Concentrate on the Main Business

Once a company hires someone for software development, it will have a great time focusing on its business’s real motives and targets. For instance, if the main domain of a company is not related to technology but does need some IT experts to design software, it can contact a company that offers development services. Meanwhile, directing their expertise to the essence of their company. 

Many companies are contributing to the field of software development, for example, DeepInspire. 

4. Outsourcing Ensures Quality Work at an Affordable Rate

Outsourcing is the best option for companies that want to get their work done at the minimum budget possible. Hiring an IT specialist would eradicate the charges for purchasing tools, resources and licences. You only have to pay a handsome amount to the professional who is assigned with the task. 

5. Projects are Completed before Due Date- Efficient and Quick Services

The professional ensure the completion of the task before the deadline. Vendors consider the quality, secrecy and end-to-end encryption of the software. Due to years of experience and expertise in this field, they provide quality work within a limited time and low cost. 

Verdict

Fintech has emerged as a field in the last few decades and is anticipated to be bringing revolutionary changes in the years ahead. Outsourcing software development guarantees low cost, quality work done by a professional within a limited time. For pricing please visit COST OF CUSTOM SOFTWARE development.

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