Open AI - Advantages and Disadvantages of Using in App Development
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Introduction
The adoption of AI is increasing across different domains by leaps and bounds. Entrepreneurs and professionals including app developers have started using various AI models for performing various tasks. One of the most advanced AI platforms available for them is OpenAI. As the most funded AI and ML (Machine Learning) platform in the world, OpenAI has started enhancing its scope across different sectors. One of these sectors is mobile app development.?
Though the usage of OpenAI is increasing in the mobile app development process, many developers ask a question- Is OpenAI the right model for the app development process? Let’s go through the pros and cons of OpenAI from the perspective of mobile app development to get an answer to this question.
We will start from scratch and see the importance of OpenAI in the app development process.
What is OpenAI and Its Significance in Development Process?
Founded in 2015, OpenAI is an AI-based research organization consisting of highly skilled scientists, engineers, and research scholars dedicated to opening new horizons for AI technology that remain beneficial for people. It aims to create a world where AI-driven technologies are used ethically and in a transparent way.
Be it Natural Language Processing (NLP), robotics, or computer vision, OpenAI ensures the safe and beneficial use of all advanced technologies. Deep learning, machine learning, and robotics are some of the core areas on which OpenAI focuses.? It has developed several innovative models to serve this purpose to date. These models are GPT-3, DALL-E, and CLIP. Software developers and expert professionals can use these models in various applications including chatbots and virtual assistants for content creation and image recognition.
Integrating the API of OpenAI into the app can enable you to offer advanced AI capabilities to users with a personalized approach. Also, It plays a vital role in increasing the scalability, efficiency, and productivity of the company by promoting automation. Also, OpenAI’s API is open and collaborative in nature. As a result, developers can easily share and collaborate on their tasks with others. It further boosts innovation and digital transformation.
The following stats show the importance and increasing scope of OpenAI.
Interesting Stats of OpenAI
Here is an industry sector-wise penetration of OpenAi based on the survey conducted by Enterprise Apps Today.
AI has the capability to perform anything as instructed by humans. As this concept evolves, its market revenue steadily increases. Alexa, Google now, Siri, and Cortana are some examples of AI. We can expect that AI technology will cross USD 500 billion in the year 2023.
Though OpenAI helps all the core industry sectors, here we will see its advantages and disadvantages from the mobile app development domain’s perspective.
Pros of OpenAI in Mobile App Development
Mobile app development is thriving at a rapid pace and requires a touch of innovation while meeting the deadline. Here are some of the top benefits of OpenAI in mobile app development.
Increased Speed
Reduced development time is one of the major benefits of OpenAI-backed mobile app development. A custom software development company can automate certain tasks to increase the app development speed with the help of OpenAI. What’s more, OpenAI also assists app developers in automating app testing.
Streamlined Operations
OpenAI has various pre-trained models and inbuilt ML algorithms that can automate certain tasks. For example, image recognition, sentiment analysis, and text summarisation are some of the activities that OpenAI can perform effectively. Let’s take an example of GPT-3, an OpenAI feature based on NLP (Natural Language Processing), which can understand specific language patterns and answer customer queries automatically.
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Enhanced Security
OpenAI has a machine-learning model that helps developers detect security threats like malware and unauthorized access to prevent applications from any damage. Also, OpenAI comes with advanced safety features like biometric authentication and data encryption that offer additional security to apps.
Predictive Analytics
AI has a revolutionary feature known as Predictive Analytics. OpenAI offers this feature to enable users to analyse data and make accurate predictions using their mobile apps. The predictive analytics feature is also useful in improving the performance of chatbots and voice assistants that work on AI. It is also useful in forecasting sales and the shopping behaviour of customers.
Improved Efficiency
AI is designed to automate several tasks and as a result, mobile apps with OpenAI API can work more efficiently while bringing automation to certain tasks. For example, it can automate the response to customer service inquiries. It can reduce the workload on the support staff while improving their efficiency.
Competitive Edge
Customized mobile apps with an integrated OpenAI API can give your company an edge over competitors who have not given the power of AI to their apps. Talking about developers, they can create more sophisticated and advanced apps than their competitors and thereby get a chance to stand out in a crowd.
Cons of OpenAI in Mobile App Development
More Complexity
The AI-powered mobile app development process is highly complicated. OpenAI API integration is also complex and time-consuming, particularly for mobile app developers who have no idea of AI technologies. AI models need specialized expertise in developing, training, and testing. Entry-level and at times, experienced app developers find it cumbersome.
Error in Predictions
OpenAI is based on AI and it is prone to make erroneous predictions sometimes. Also, as it is trained on large data sets or data pools, chances are high that it comes up with inaccurate and biased predictions. Moreover, OpenAI lacks interoperability and is run by humans, so there is a high chance of human errors also remaining in the process.
Higher Cost
It is the biggest disadvantage of using OpenAI in app development. Whether developers want to integrate OpenAI into the app during the development or customisation phase, it always increases the cost significantly. The reason is simple- OpenAI requires significant computational resources and users need to pay to use these resources which makes the maintenance of such mobile apps more difficult for developers.
Data Privacy-related Concerns
OpenAI has various privacy and security-related concerns because it is trained on large data sets that contain a lot of confidential and sensitive information. Also, APIs based on OpenAI can transmit sensitive data and as a result, the application remains vulnerable to a data breach. When you hire mobile app developers, they need to remain cautious and take precautionary measures to mitigate privacy and security concerns.
Limited Interpretability
OpenAI models can pose a challenge to interpret especially for end-users or developers who want to understand the underlying technology. Mobile app developers also find it challenging when it comes to explain the app’s functionality with the OpenAI API or why the app has made certain decisions.
Concluding Lines
OpenAI has taken our world by storm. It has started bringing revolutionary changes to various industry sectors, and mobile app development is no exception! However, you need to consider both pros and cons before integrating it into a customised enterprise application. How about consulting a reputed custom software development company to discuss the scope of OpenAI in your upcoming application??
Want to share your thoughts? We will be glad to receive your insights in the comments section!