15 Ways AI App Development is Completely Overrated
July 15, 2021
9 min read
Many things we use daily and interact with have in-built AI. With its remarkable capabilities, AI (artificial intelligence) is getting advanced.
However, VC firms are making huge investments in AI app development. So, the question is whether artificial intelligence is actually worth it or just overrated. Let’s shed the dust and get a clearer picture.
From where it all began
With the first revolution came the new processes of manufacturing. In the second one, petroleum and electricity were invented. Digitalization began in the third wave of development.
And finally, the fourth one saw the advent of AI (artificial intelligence). Cognitive computing and app development are emerging today more than ever before.
The 21st century saw the coming of effective data processing and exchanging systems. From transports to services to manufacturing technologies, there’s no arena left untrodden by AI apps.
What is AI?
It’s not easy to define intelligence. Yet, several experts have defined AI (artificial intelligence). You can borrow it from a father of AI app development, Marvin Minsky.
If a machine does things that would otherwise have required human intelligence, it is AI. So, in general words, it’s a little attempt to replicate the human mind.
There are many possible fields and applications of artificial intelligence. It’s not as clear as its definition. In today’s times, AI applications are seemingly ruling the digital world.
Whatever humans are capable of getting involved in (arts, sports, science), artificial intelligence is trying to replace them now. AI-powered applications are useful in myriads of sectors, image processing, gaming, speech recognition, to name a few.
Artificial intelligence is ML or Machine Learning. It’s a branch of AI with applications, procedures, means, and algorithms. One can learn from several examples and make use of AI.
It’s not coding and programming. AI isn’t about solving a task using code. App development is very close to the process of human learning. It’s like trial after trial and example after example learning.
AI: Myth v/s reality
There are many practical, real-world examples of governments and organizations using AI App development for their daily activities. So, it’s believed artificial intelligence is a real thing!
Yet, do these huge investments result in amazing results for the investors? Isn’t it that these million-dollar app development budgets are pushing this sector forward?
Sure, it would be interesting to know if this hype given to AI is worth the value paid. If you want to find more about this bubble of artificial intelligence billionaires are into, keep reading. This article gets you 15 blazing ways in which AI applications are hyped.
Why is AI (artificial intelligence) spreading so fast?
If you wonder why AI applications are spreading so fast, here’s the reason. First of all, a dearth of computational power leads to the growing demand for digital intelligence.
Secondly, AI-based applications can only be developed through artificial intelligence. So, the need for expertise is a major reason.
Also, with the rise of deep technical learning, these issues become even more challenging. The potential of individuals is pushed toward developing frameworks and several tools and applications to make the realization of digital-learning-based solutions easier.
Right from Instagram filters to translators, AI-powered applications are used everywhere. Big players like Facebook, Microsoft, and Google, and The GPU (General Purpose), their push brought artificial intelligence everywhere.
Is artificial intelligence overrated?
AI Apps have become such an integral part of our lives. There are several ways that clear-cut indicates it’s overrated. Here’s how.
Man-machine Hybrid Teams
The augmented hybrid teams of AI and humans are turning the present and future. Because of the computation, accuracy, speed, etc., of artificial intelligence, it’s hyped. With that, the human strengths of judgment, empathy, and cognition add up.
For better business outcomes, the strengths of humans and AI-powered applications are used. An Accenture report of 2020 saw a boost of ten percent employment if AI (artificial intelligence) and humans collaborated.
Machine learning and AI have a great scope in the entertainment industry. Amazon Prime, Spotify, Hulu, and Netflix are using artificial intelligence AI in their business model.
AI-powered applications take note of the preferences of customers through their online behavior. One may watch a Netflix series. The next time you open it, OTT will show you similar content.
AI offers much more in the entertainment sector than customer preferences. So, an app development workforce is highly required here, and many similar opportunities are available for AI experts.
Digital assistants and AI
Alexa, the Google Assistant, Bixby, and Siri are digital assistants that make complete use of AI. These are getting smarter every year.
Amazon, Samsung, and Google are pouring billions to make these assistants more complex. Since AI has shown magical results in this field, it’s overrated here.
The tasks of digital assistants working on AI apps include learning about our speech recognition, daily routines, etc. By 2025, the global assistant market (GAM) will approach 19.6 billion dollars.
It is given by Zio market research. More AI Mobile apps jobs are likely to be generated in this sector.
Worldwide employment opportunities
It is true that AI app development has largely generated money for companies. That said, it must be effectively implemented for good results. The increasing use of AI applications is leading to greater efficiency, higher employee wages, and better technology tools.
Owing to the immense success of app development, companies are spreading themselves globally. Huge employment opportunities follow as firms require a global workforce.
Sales and Marketing
AI (artificial intelligence) plays a role in sales and marketing. With the development of smart databases and AI apps, companies are building large-scale, effective sales forces.
Tools such as Salesforce and Zendesk are using AI. These have insights that assist companies in finding the correct sales team. So, their businesses flourish.
Scaling up of companies
If machine learning algorithms and AI can handle data, companies can perform efficiently. One reason why artificial intelligence is overrated is it’s super quick and wise.
With the acquisition of new customers, companies can ensure their employees stay. Further, since these firms are scaling up (thanks to AI apps), new opportunities arise. The entire industry will be immensely benefited.
New jobs and opportunities
The World Economic Forum (WEF) reported that AI (artificial intelligence) would reduce the workforce to half. Although it seems a threat to job opportunities, the bright side is app development makes room for new kinds of tasks. It’ll surely need humans.
If AI-powered applications are to work well, they need supervision. Here, humans emerge in the picture. They would manage, check, and improve the AI systems. Moreover, the new jobs will require people with skills to manage the human-technology interface.
In areas like automation and customer service, AI is crucially helping. It’s a big reason why companies overrate artificial intelligence. Their work gets lighter.
Earlier, where humans were required to be present, AI applications are advancing. Many companies have made AI apps an integral part of their system.
The skyrocketing demand for artificial intelligence maintenance cannot be overlooked. It’s slipping in every industry and is getting hype. For app development, companies have many expert AI engineers or who would maintain such complex systems!
Although robotics is in its initial stages in the US, AI (artificial intelligence) will expand it soon. Robots are based on AI applications. Some examples include fully automated aerial drones, stationary robots, and non-humanoid land robots.
These are gaining significant business globally. The good news here is for AI robotics engineers, thanks to the overrated technologies. Their job demands will rise like never before.
The demand for AI facilitators is increasing. Because many companies are adopting artificial intelligence, they need related business. Facilitators will provide the necessary flexibility and allow compilation of their AI environments.
Virtual assistants and automated environments will be involved when AI-powered applications are put to use. These environments supporting artificial intelligence will let the employees work better. There’ll be no issues of data control, security, compliance, and governance.
AI applications have a large scope in the Healthcare sector. It’s extremely overrated because health app development would raise the job opportunities to a million. PwC gives these estimates.
AI-powered applications will surely be available on-demand and at a large scale in the coming time. It’ll make the healthcare area comfortable, and human overload will considerably decrease. Further, the need for healthcare technicians (AI experts) will increase.
AI Mobile app development (gaming apps) has seen an immense rise. Whether it’s about gaming on the smartphone or laptops or elsewhere, artificial intelligence is celebrated.
From game development and design to maintenance and in-game operations, AI is indispensable. Gaming companies are getting huge rewards since the advent of AI (artificial intelligence) in their sector.
AI app development jobs are in high demand. It’ll go on increasing since virtual reality gaming is turning popular. AI-based systems will also require these companies to have a full pocket.
In the sector of automated transportation, AI is majorly vital. Companies like Google and Uber are spending large amounts in getting trucks (based on AI) and self-driven cars.
The fact that such far-sighted firms are spending millions on AI proves how developing automated transportation will be. No wonder artificial intelligence is overrated.
Plenty of vacancies of machine learning engineers and AI are merging in this arena. Transportation is likely to take a new turn altogether in the near future.
To mitigate frauds by identifying them, bands and such financial Services need AI engineers. Anomaly detection based on ML is used in banks to identify suspicious activities. AI apps can also help monitor transaction requests.
In the fields of financial marketing, too, AI is integral. To orchestrate customer journeys, financial companies are drifting towards app development.
Customers can move to their preferred paths without wasting a moment. One can say the financial service sector plays a role in overrating AI. It positively benefits them.
With the increasing use of AI apps, it’s reported that 200,000 jobs will generate in the education sector. Since the shift is towards e-learning, the scenario has changed.
Concepts like personalized learning, smart content, and operations (based on data) are dependent on AI. By this year’s end, AI applications’ use in schools and universities would increase by 47.5 percent.
Artificial intelligence would lead to growth. So, the education industry will need to hire plenty of machine learning and AI experts.
How beneficial is AI?
Let’s figure out the benefits of AI (artificial intelligence).
So, first of all, can AI assist in improving the lives of people. Yes, it does. The support app development gives in early diagnosis, making drugs, and more is amazing.
Next, does AI positively impact American society? Yes, it sure does. AI apps intended for energy harvesting, fighting against climate changes are making a difference. One cannot ignore that.
Has AI helped in curbing problems impossible to solve hitherto? Sure, it could. Its brain signal analysis or autonomous driving continues to help paralyzed people.
Issues with AI
There are certain limitations of AI (artificial intelligence). Let’s have a look.
Although it isn’t a new issue with AI, explainability problems have increased because of the adoption and success of deep learning.
The new system has also led to more opaqueness and diversified the use in AI applications. Regulatory needs also drive the essentiality of more explainable artificial intelligence models.
Generalizability of learning
AI (artificial intelligence) models have difficulty changing their experiences according to circumstances. They may be similar to humans but not exactly as AI-powered applications learn differently.
So, if an artificial intelligence model learns something for a specific case, it cannot be generalized to others. This implies that every new situation needs new learning, something that demands a lot of effort and time.
As a result, all companies require resources to train new AI models as per different situations. Committed experts to train is what’s important with app development. Even when the cases are similar, one needs to start all over again.
Lack of creativity
Human beings have high emotional content and immense sensitivity. To a large extent, AI Mobile apps and other gadgets can become skilled machines.
However, what they lack is the innovative ability of the human mind. An AI (artificial intelligence) machine can learn and master skills. But, abilities, discoveries, and creativity come naturally to humans alone.
AI won’t improve with experience.
App development is a human task. Once an expert creates an AI app, the technology cannot advance by itself. You need more effort to improve it. While man learns and changes with experience, AI remains the same unless humans intervene to add new features.
How human-like is AI?
While technology has countless benefits, it goes without saying that there are cons too. When a person becomes entirely dependent on AI (artificial intelligence), it isn’t all luxury. Physical ailments follow.
Turning on your lights through Alexa, using robots to clean your entire home and cook, man is becoming crippled. AI applications have certainly made life comfortable.
But, one must remember that a human mind isn’t just the ability to work. It’s a blend of feelings, knows when to start, and takes a moment to breathe. Ask your “Ok, Google” if it’s ever tired. AI is not that human, after all, so it cannot replace them.
Artificial intelligence: More hyping, less substance
AI (artificial intelligence) is a hot word for no reason at all. Earlier, it happened with blockchains, BigData, etc. Nowadays, every second person claims to be using AI, even if many do not. But with AI app development, it’s another level of overrating.
One cannot overlook this excessive boasting of AI-powered applications and their use everywhere. Since there are many drawbacks of artificial intelligence, being ignorant is no fair game.
There are issues related to privacy, fairness, and ethics. Fake news generation and face recognition are among the adversities associated with AI applications. It’s good amalgamated with controversies.
If an individual makes use of AI apps without being aware of their usage, blunders are inevitable. Only mindful use of artificial intelligence can keep equity and freedom among people.
Unfortunately, AI mobile app development has turned into trouble for businesses across the US as well. The side effects of AI are best described in “Weapons of Math Destruction. So, it’s an intuitive analysis recommended for everyone.
This reading is essential, particularly because many experts predict AI apps as a significant part of our future. Thus, the US government is attempting to regulate AI. Also, other nations in the world are committed to making it happen.
This article brought forth 15 ways AI is overrated. Right from entertainment to sales, every field is witnessing the advent of technology. Yet, the question stays the same. Is it free from all flaws? Or do we face no adversities? NO!
Even though it seems artificial intelligence has begun to improve and advance life in all areas, there’s scope. And a long way for both humans and AI applications to go.
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