Google offers Minerva the first AI capable of solving math-related problems step-by-step.
Minerva is a built-in PaLM ( Pathways Language Model ) in which additional training was added, consisting of the 118 GB of scientific research articles from arXiv and webpages that include mathematical expressions written in LaTeX and MathJax as well as other formats.
The model has been taught the ability to “converse using standard mathematical notation,” according to researchers. In other words, the process is like other language models that generate various solutions, and Minerva gives probabilities for different results.
Each answer arrives (almost always) with the same effect, with distinct stages. The way the model works is to employ majority voting to pick the most commonly-used answer and then give the answer as the final one.
According to Google, Minerva is wrong now and then; however, his errors can be “easily interpretable.” According to the research, “about half are calculation errors, and the other half are reasoning errors, resulting in nonlogical reasoning.”
To better solve math-related problems, Minerva also uses contemporary methods of prompting and grading. They include majority voting and chains of thought, also known as scratchpads. Like many language models, Minerva offers probabilities to various possible outcomes.
Minerva generates a range of possible answers by randomly sampling every viable product while answering the question. Although these techniques’ stages differ, they usually produce the same result. Minerva chooses the most commonly used answer as the answer, making use of majority voting.
Who would have thought 10 years back that humans would actually be able to set reminders, book travel tickets, and get updated about the weather just by using their voices? This is how exactly without even our realization, AI became an integral part of our lives.
Not only AI has transformed the personal lives of humans but it also brought a wave of evolution to the business world. This is the reason businesses are actively investing in artificial intelligence. In fact, as per statistics, nine out of ten growing businesses have ongoing investments in AI technologies.
Moreover, by the end of 2027, the market value of AI will be approximately $267 billion. Hence, it is really clear that AI’s future is really bright and it will only grow in the coming times. Hence, it is essential for you to know how exactly AI has the capability to change your business forever.
Thoroughly understanding the benefits of AI can assist you in making an informed decision on deciding whether to adopt AI or not. To assist you with the same, let’s dive right into the blog and effectively understand what benefits AI can bring along that will transform your business forever.
5 Effective Benefits of AI That Will Transform Your Business
Extracts Strong Insights
Today every business is sustained on the informed decisions they make based on the insights driven from the collected data of the internal and external environment of the company. However, as Jay Baer correctly quoted, “We are surrounded by data, but starved for insights.”
This implies that data only is not enough, you need data-driven insights that can assist you in gaining a competitive advantage. That being the case, AI-based tools, and software can assist you in extracting insights based on your internal and external data of the company.
These insights can be assisted in enhancing the efficiency of your supply chain, customer service, digital marketing, and whatnot. Hence, this way you can also enhance the growth and profitability of your business by effectively implementing AI-based tools and software.
Offers virtual assistance
We are all already very big fans of Alexa and Siri. These virtual assistants became an irreplaceable part of our lives. In fact, as per statistics, digital assistant usage worldwide is expected to double to 8.4 billion by 2024. These virtual assistants are not only limited to personal homes, it has assisted many businesses in enhancing overall efficiency.
To elaborate, some of the effective benefits of AI based virtual assistance are mentioned below
Enhanced productivity – Virtual assistants never get tired and this is one of the crucial factors that contributes to enhanced productivity of the businesses. This enhanced productivity can enhance the efficiency of your business which can result in increased revenue for your company.
Increased lead generation – Leads are the halfway confirmation of possible sales. AI based virtual assistants have the capability to generate leads for your business which can possibly result in enhancing your clientele base.
Identify the right team – It is no hidden fact that finding the right candidate from the talent pool is not a piece of cake. To help you with this, AI softwares can actually scan and shunt out the compatible candidates matching the vacant profile which will assist you in making your recruitment process easier.
This is the reason studies showed that 99% of Fortune 500 companies had AI tools somewhere within their hiring plans. These AI tools will assist in identifying the right team which can assist in taking your business to the next level.
By hitting the bottom line, benefits of AI based virtual assistants clears that their implementation will only bring profits for your company. So what are you waiting for?
3.Automation of repetitive tasks
One of the biggest and most common advantages of artificial intelligence that almost every business avails is that it automates repetitive and mundane tasks that are often performed by employees manually.
However, did you know as per statistics, 90% of employees feel burdened by repetitive tasks? These tasks not only impact their overall productivity and efficiency, but can also result in their disengagement. On the other hand, if you implement AI based software in your company, it will assist in boosting productivity and efficiency of your employees by automating their repetitive tasks. It will assist in saving them time and will also boost the employee engagement rate of your company.
Along with boosting the productivity and efficiency of employees, automation of AI can also assist in saving costs of business operations. To elaborate, when tasks will be automated, you do not have to pay your employees for performing them manually. This will assist you in saving extra costs. To validate, research showed that many industries who implemented AI to automate core business processes have seen a cost reduction of 20%.
4.Smoothens business operations
As discussed above, AI enhances the productivity of your business and your employees. This enhanced efficiency contributes to smoothen the overall business operations.Along with this, we all know that humans are prone to make mistakes. However, this is not the case in machines.
Hence, AI will reduce the possibilities of making errors which will contribute to smooth operations of your business. This smooth operation will benefit your business in the long run in terms of profitability.
Along with this, AI’s machine learning capabilities can also assist in predicting the future trends. Based on these insights, you can effectively understand the needs and demands of your target audience. Hence, your business can improve the development of products and can make improvisations based on these trends.
5.Increases customer satisfaction
We all are very well aware of the fact that customers of any business are its biggest competitive advantage. Hence, it is really essential to keep your customers satisfied in order to sustain in the modern competitive environment. To attain this to full potential, AI can be your one step solution.
To elaborate, AI based chatbots has the ability to solve the queries of customers on their own and can be available for them 24*7. This will assist in solving the queries of the customers instantly which can contribute in enhancing the customer satisfaction with your brand.
Along with this, AI can also personalize the recommendation and suggestions for your target audience vision your website or applications. This can assist in pitching the right products to the targeted customers which can enhance the possibility of influencing their purchase decisions. And we all know that satisfied customers means successful attainment of SMART goals.
Moreover, in the modern world, people like to see personalized recommendations. In fact as per studies, 66% of the consumers claimed that they will not purchase from the brands that do not offer personalized recommendations. Hence, it is another valid point why you need to invest in AI today.
To encapsulate, whether we like it or not, artificial intelligence has successfully made its place in almost every industry. Hence, it is crucial to understand how AI can transform your business. That being the case, the above-given points will assist you in convincing that if you are not already using AI, your business needs the implementation of this technology today.
Author Bio:
Jessica Robinson loves to write interesting and knowledgeable blogs regarding business management, education and life to satiate the curiosity of her lovely readers. Currently, she is serving as a content manager at the ‘Speaking Polymath’. Every piece of content that she writes demonstrates her immense love and passion for her profession.
Artificial intelligence and machine learning are taking over the world in a storm and many companies are investing heavily in it. Companies like Google, Apple, Microsoft, and others are including AI in their devices be it laptops, mobile phones, or other. This integration helps companies to understand their users’ needs and provide them with an easy and interactive experience of interacting with their devices.
An IP address is a unique numerical label assigned to each device connected to a computer network. It serves as an identifier for devices, allowing them to communicate with each other over the internet. Think of it as a digital address that helps data packets find their way from one device to another.
How iPhone Implements AI
Over the years, AI has matured a lot, and so has its use case. Today it is used in almost every industry in some way or another. This provides companies with the ability to provide customers with the right information and help them serve their needs.
Table of Contents
Let’s see how Apple is using AI in its devices and providing its customers with world-class experience:
Facial recognition:
Within Photos, facial recognition places a crucial role. It can create memories based on a person or group of people in correlation with a group of dates or a single date at specific intervals. So, AI is used to simple surface a notification on your phone screen to tell you that the phone has created a special birthday video for your child, year after year.
Health Monitoring:
There is a lot that you can monitor via your iPhone with the help of AI. Your phone provides you with features like period tracking, mindfulness, breathing, walking steadiness, running, sleep tracking, and more. These features help you to lead a better lifestyle and have a healthy body.
For example: if you enable the period tracking feature, initially it will ask you to log your period date along with symptoms you are going through. Further, on the basis of this data, it will provide you with a notification as to when your next period is going to come.
What all this monitoring does is, over time, it can give you a bigger picture of your health, as well as alert you to oncoming abnormalities with predictive analysis.
Native Sleep Tracking:
This feature is available in Apple Watch which provides its users with a holistic approach to sleep. It tracks micro-movements using an accelerometer to capture when you sleep and how much sleep you get at night. This provides you with a visual representation of the time you are awake and sleep, and also view your sleep patterns weekly.
The same feature is also available in the iPhone; it too accurately helps you to measure your sleep. Here’s how it works: sleep tracking feature, at your defined time it will turn on Wind down, i.e turning on your alarm and blurring out your notifications. All the notifications will hide until your wake up time and provide you with enough time to prepare for bed. Moreover, it will even track your sleep and provide you with data as to how many hours you sleep every day, which you can use further to define your night routine.
This monitoring ensures that your alarm wakes you gently when you are out of your deep sleep stage, instead of harshly disturbing your rest. This leads to better waking upstate, which positively affects your mood and how your day goes.
App Library Suggestions:
The App library layout in iOS is useful to find a folder that uses on-device intelligence and displays suggestions of applications. This helps small AI-powered features and is useful when you use certain applications more often.
Translate App:
The Translate app makes it easy to translate words and phrases in 11 languages on your iPhone. You can get definitions for translated words, have conversations in different languages, save translations for quick access, download language for offline use, detect language spoken, have conversations in real-time, etc. All thanks to the integration of AI in the iPhone and allowing users to use it in the best possible way.
Sound Recognition:
The sound recognition feature can be extremely useful for people who have hearing disabilities. You can set your iPhone to listen to different sounds like a crying baby, barking dog, siren, doorbell, smoke detector alarm, etc. Your iPhone can detect them accurately and the user can see an alert on their phone even when they can’t hear one. This can enable them to take their own agency.
Conclusion:
Apple is the leader in the tech industry when it comes to innovation, integrating and implementing the latest technology in their devices. Today more than ever, there are millions of iPhone users who are making the best use of it and relying on the power of AI to get things done. Be it monitoring their health, translating from one language to another, sleep tracking, Siri shortcuts, etc.
If you are planning to build an iOS app that serves your business operations and provides your users with the best experience. Hire dedicated iOS app developers from Biztech, as you plan to start on this journey of iOS app development. We have experienced developers who can help you at each stage of your app development and provide you with a complete understanding of your project.
Summary:
Read to know how Apple is using AI in their devices and how that makes for features that improve one’s quality of life.
Author Bio:
Maulik Shah is the CEO of BiztechCS, an ios app developer from India. Maulik likes to explore beyond his comfort zone. When it comes to writing for the blog, his contribution is priceless. No one else on the team can bring the deep industry knowledge to articles that he has. However, his door is always open and he is generous with sharing that knowledge.
The world of software development and deployment has evolved drastically over the last few years with the advancements in technology and modern-day languages. Especially since the emergence of the COVID-19 pandemic, the pace of software development has increased as more businesses focus on software solutions to meet customer demands, improve employee efficiency and enhance business productivity.
This transformation of software development has made it imperative for software testing to adhere to the continuous integration, continuous testing, and continuous delivery demands set by software developers. Therefore, several enterprises have abandoned the existing traditional software testing approach and have started to implement a more innovative automation testing methodology. Artificial Intelligence (AI) is one such revolutionary technology that has altered the testing process and helped testers meet the crucial needs of software development.
How Artificial Intelligence (AI) Has Enhanced Software Testing
As mentioned in the beginning, the COVID-19 pandemic has widely accelerated the demand for software applications as more businesses and individuals have started adopting digital solutions. From contactless payments to e-commerce stores and remote employee management solutions, digital transformation has been embraced this year like never before. Since more businesses have witnessed the significant impact of digitization, the acceptance of digital solutions will only increase more even in the post-pandemic era.
Software developers that leveraged AI and ML across their product development life cycle have witnessed more faster and continuous releases in high-quality applications. AI helped enterprises overcome the challenge of resource unavailability and remote working because, with automation, the need for human or manual intervention decreased significantly.
Subsequently, smart AI-driven software testing improved ROI, decreased time to market, optimized testing costs, and provided more reliable solutions. The fact that AI test algorithms could simulate human intelligence and help auto-generate test case scenarios, enabled software development companies with a much better alternative to manual testing. It has been exceptionally integrated into various domains of product engineering, as algorithms were now being developed using robotic process automation (RPA), machine learning (ML), computer vision, cognitive intelligence, Natural language processing (NLP), etc. And interestingly, all these are a part of artificial intelligence (AI) technology.
The Need for AI Bot In Software Testing?
For large enterprises that deploy several software solutions a month, efficient testing and quality analysis could be a bottleneck that reduces the effectiveness of software delivery. With traditional software testing, companies face a significant lack of automation capability, inefficient test tools, test case backlogs, appropriate resource constraints, and the inability to put best practices into action consistently are some of the primary reasons. AI-based bots sought to solve this fundamental problem faced by enterprises with crawlable, interactive, and efficient bots that make testing faster and simpler. Nowadays, software solutions are increasingly complex and tend to implement innovative features and even multiple languages in coding, such as microservice applications.
The Artificial Intelligence (AI) bot integrations can speed up time to market and run complete defect analysis all throughout the application in every module. It can also act as an AI Chatbot that is used to mimic human conversation or chat with software developers, testers, and clients through AI. These AI’s function like humans to ensure that processes are precisely streamlined to save time and expense.
Artificial Intelligence and bots can go beyond customer expectations and can take reliable software testing to a completely innovative level. Some of the other functionalities of AI bots are mentioned below.
7 Functionalities of AI Bots
1. Migration Bot
Sometimes during the test automation process, QA teams will have to migrate their source framework assets to target framework assets. This can be a time-consuming process and would require manual intervention. But with the implementation of AI bots, this process can be automated as bots can identify target framework assets and transfer all the source assets precisely.
2. Test Optimization Bot
The test optimization AI bot can de-duplicate, componentize and optimize the comprehensive test quality using artificial intelligence and machine learning technology.
3. Test Execution Environment Bot
These AI bots can automatically set up and configure continuous integration and test execution environments without the need for any human intervention.
4. Framework Setup Bot
Testers need to set up appropriate frameworks to conduct tests of software solutions. With AI bots, they will no longer have to do it manually as the AI bots can identify appropriate project environments and creating a necessary template out of the box.
5. Results Analyzer Prediction & Prescription
With these AI bots, testers can automatically analyse results, automate error bucketing, test performance analysis, and remediation.
6. Predictive QA Bot
The Predictive QA Bot, as the name indicates can predict future defects in a software application and recommend appropriate action based on historical data.
7. Validation Bots
These bots can analyse and validating network protocols, security requirements, or certifications to ensure that the application has met all coding standards, test execution status, and data separation rules.
Conclusion
AI-based bots and auto-generated test scripts have delivered customer satisfaction by empowering flawless applications that are 100% error-free and efficient. It has also allowed the agile and DevOps teams to work together in the software development life cycle (SDLC), thus ensuring that all errors are identified and corrected accurately from the beginning of the project itself. AI bots can be seamlessly integrated into test automation services and can interact with the software just as the developer would need it. These bots are the future of testing services and can ensure that client requirements are delivered, and codes are well optimized.
Author Bio:
Ricky Philip is an industry expert and a professional writer working at ThinkPalm Technologies. He works with a focus on understanding the implications of new technologies such as artificial intelligence, big data, SDN/NFV, cloud analytics, and Internet of Things (IoT) services. He is also a contributor to several prominent online publishing platforms such as DZone, HubSpot and Hackernoon.
Artificial Intelligence (AI) is a highly significant technological advancement that has affected every industry and human being. The major tech trend, AI, frequently appears in the most demanded areas of expertise, drastically impacting our lives and changing our future.
AI has the scope to change the future for the better. It has brought in the emergence of big data, the internet of things, robotics and the integration of cloud computing for the smooth running of organisations. AI is already present in almost all industries in our smart devices, cars, applications and more.
The significant impact of artificial intelligence in our lives and the fictional portrayal in movies has created a false fear that AI will make human beings outdated in the workforce. On the contrary, having human tasks automated only means more room for job opportunities in artificial intelligence.
The Impact of AI in the Future
AI has impacted our lives by all means, starting from mobile phone search queries to how we shop. The drastic involvement of AI in many business sectors has grown over 270% over the last few years. The tech giants like Google, Microsoft, Amazon, and Apple spend billions of dollars to create AI-generated products and services.
A recent Work Of The Future study concludes that AI will enable new industries to emerge rather than mass unemployment. It will create new job roles more than those lost to tech development. The foreseeable future promises that the involvement of AI will not replace people, instead build the workforce skills and knowledge to adapt to the changing future.
Areas of Application of Artificial Intelligence
Some of the prominent sectors where artificial intelligence has thrived and is going to impact our lives drastically in the future include:
Transportation
Education
Healthcare
Job search
Cybersecurity
E-commerce
Agriculture
House Service
1. Transportation
We are in an era where we see AI impacting the world of transportation. Even though the technology is yet to be perfected within a decade, automated cars and trains ferry us from one place to another.
AI has also impacted productivity in the automobile sector. The adoption of AI within the workplace has boosted the manufacturing pace up to 54%. The growing market for driverless vehicles is thriving with the AI-powered Advanced Driver Assistance System (ADAS). It includes automated braking, lane departure warning, driver drowsiness detection, and other safety features.
2. Education
AI in the education field ensures that teachers are indispensable and the AI features are present only to improve the quality of education. However, artificial intelligence will never replace teachers; instead, it focuses on adaptive learning and proctoring.
Artificial intelligence assisting education fills the gap of learning. It helps to monitor the level of knowledge and the grasping power of students. In this way, AI can support the teacher in drafting a teaching method that supports all levels of students.
Intelligent tutors and other AI technologies will brighten the future of education. It will help widen the access to education with virtual assistance. Proctoring will help human lecturers during the passing of control and examination tests.
3. Healthcare
AI has proven its benefits in automating medical diagnostics by mining patients’ medical records. As a result, the mass amount of data in the medical field are utilised in the diagnostic contexts that efficient doctors guide.
AI also has helped to speed up drug discovery and monitor patients through virtual nursing assistants. Technologies such as IBM Watson process the patients’ data and assist the physicians’ in making better decisions about their treatment.
4. Job search
The introduction of artificial intelligence to do menial jobs that are repetitive and time-consuming has increased productivity and decreased the chance of human error. In addition, automating burdensome human tasks has enhanced precision and efficiency.
In addition, AI has significantly impacted the job search and filtration of job applicants in most companies. About 75% of resumes are rejected with an AI-generated Automated Applicant Tracking System (ATS); only then does the remaining job applicant profiles reach a human being.
Like resume scanning done by AI-powered programs, resumes can be optimised according to the job roles and requirements using certain types of AI. Jobscan and Jobseer are some examples that will help you beat the ATS by tweaking your resume to the perfect job role.
5. Cybersecurity
The increased cyber-attacks has forced business leaders to incorporate artificial intelligence into cybersecurity. But, unfortunately, cybercriminals have taken advantage of the work from the home feature as they use vulnerable Wi-Fi networks.
Hence, AI and machine learning are used by firms to predict potential threats in cybersecurity. The threat intelligence will recognise patterns from past experiences, helping companies reduce incident response time.
6. E-commerce
Today’s almost everyone is affiliated with the e-commerce industry one way or the other. Artificial intelligence is known to play a crucial role in each sector of the industry. It is utilised to enhance the user experience to change the marketing distribution drastically.
AI is expected to carry the e-commerce industry into the next level by optimising chatbots, personalised shopping experience, image-based target advertising and inventory automation.
7. Agriculture
Technological advancements have spread across the agricultural field under the intensive growth of the global AI market. Precision agriculture is fulfilled with the help of AI, which improves the harvest quality and accuracy.
Artificial intelligence in agriculture is segregated with the features of agriculture robots, crop and soil monitoring, disease diagnosis, intelligent weed detection and spraying, crop yield prediction and price forecasts.
Farmers leveraged the usage of agriculture robotics through farm harvesting, which has tackled the labour challenge. The infusion of artificial intelligence into these machines helps to identify the harvestable produce. Some of the developments that inspired the introduction of robotics into agriculture include robots for harvesting, weed killing AI, and crewless aerial vehicles.
8. House Service
The constant upgrades of AI have bought in tremendous changes in how we live our life. With AI robots delivering packages, cleaning houses and offices, humans will continue to move onto a hassle-free living state.
The inclusion of cloud technology with AI will connect shared data, which accelerates the development of perpetual technology. Furthermore, AI robots are said to advance to where they interact with human beings through comprehensive speech and emotion.
To Sum Up
Artificial intelligence has taken a turn through its development and has impacted our lives drastically. When implemented responsibility, AI is there to benefit society. As the years go by, we are becoming more and more interlinked with robots and AI features.
Even if it surpasses human abilities and work precision, it has drastically improved the quality of our lives.
Authors Bio :
Sujith Kumar is a professional IT Faculty having more than 18 years of experience in Dubai. He schedules classes into facilities and provides software instructions. He spends most of his free time learning new software skills and also interested in driving and reading. He is now working as a trainer in Edoxi Training Institute.
