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Innovation and Technology

5 AI Mistakes That Could Kill Your Business

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5 AI Mistakes That Could Kill Your Business

Failing To Align AI Strategy With Business Strategy

One of the mistakes I see many businesses making is rushing to adopt AI simply because they’ve been told they should do so without understanding how it fits with their overall goals. This approach – putting technology before business strategy – is probably the number one driver of failed AI initiatives and – worse still – disillusionment and giving up on AI altogether. It’s easy for us to get so excited by the hype around AI that we rush out and start spending money on tools, platforms, and projects without aligning them with strategic goals and priorities. To avoid this, always “start with strategy” – implementing a strategic plan that clearly shows how any project or initiative will progress your organization towards improving the metrics and hitting the targets that will define your success.

Underestimating The Impact Of AI On The Workforce

Implementing AI is likely to mean big and possibly frightening changes for the people who make your business tick. While it won’t mean they all become redundant, it may mean they need to learn new skills or adapt to new ways of working. Assessing the skills and possibilities of training or reskilling, ensuring there is buy-in across the board, and addressing concerns people might have about job security are all critical. Many businesses will make the mistake of thinking solely about the technical steps they have to take while forgetting that humans will still ultimately be responsible for success or failure – and this is a serious error.

Giving Up Too Quickly – Or Too Slowly

Not every AI project is going to work – in fact, recent Gartner research puts the current failure rate of AI initiatives at around 85%. But getting it wrong the first (or second, or third) time isn’t necessarily a reason to give up. I firmly believe that just about any business can benefit from AI, but that isn’t the same as believing that they will benefit right away or that all they have to do is launch an AI project and they’ll immediately be successful. On the other hand, being slow to pull the plug on projects that aren’t working out can also be a recipe for disaster – potentially turning what should simply be a short, sharp lesson into a long-term waste of time and resources. There’s a reason that “fail fast” has become a mantra in tech circles. Projects should be designed so that their effectiveness can be quickly assessed, and if they aren’t working out, chalk it up to experience and move on to the next one.

Failing To Properly Assess The Cost

Like the previous trap, this one is also two-pronged – it can be easy to both overestimate and underestimate the cost of developing AI initiatives, and both can be problematic. Make no mistake, going full-throttle on AI is expensive – hardware, software, specialist consulting expertise, compute resources, reskilling and upskilling a workforce, and scaling projects from pilot to production – none of this comes cheap. The question of how much it costs to get an enterprise AI initiative off the ground is similar to “How long is a piece of string?” but most estimates go into the millions. At the same time, lots of smaller businesses will be put off because they think AI is only for big companies with huge IT budgets, ignoring the fact that there are ways to implement AI cost-effectively while still providing real benefits. Again, the answer is thorough preparation and being as accurate and diligent as possible in your costing before jumping headfirst into AI.

Letting The Competition Pip You To The Post

Of course, despite all of the precautions covered here, perhaps the biggest single mistake would be deciding it’s too difficult, risky, and expensive and choosing to sit out the AI revolution entirely. Make no mistake: AI is set to transform every industry, and those who do stick their heads in the sand and pretend it isn’t happening are going to be left behind. AI will make businesses more efficient, meaning those that don’t implement it at all are effectively throwing away money. But it will also drive innovation, meaning competitors that do adopt it will create new products and services, redefining customer expectations and leaving laggards looking decidedly old-hat.

Conclusion

I know from my experience of working with companies of all shapes and sizes on digital innovation strategies that these hazards and pitfalls will cause many businesses to experience big problems in 2025. Understanding the risks and having the foresight to see them before falling into them headfirst is the key to success, as well as the secret to delivering AI-driven growth and transformation. By aligning AI projects with business goals, ensuring your people are included in everything you do, accurately assessing costs, and knowing when to press ahead and when to quit, you give yourself the best chance of avoiding making these mistakes. This will result in AI projects that deliver better returns and, perhaps more importantly, prepare your organization for the even bigger opportunities that are yet to come.

FAQs

Q: What are the most critical mistakes businesses will make when implementing AI?
A: Failing to align AI strategy with business strategy, underestimating the impact of AI on the workforce, giving up too quickly or too slowly, failing to properly assess the cost, and letting the competition pip them to the post.

Q: What are the potential consequences of making these mistakes?
A: Failed AI initiatives, disillusionment, and giving up on AI altogether. Missing out on the opportunities AI provides, including increased efficiency and innovation, and being left behind by competitors.

Q: How can businesses avoid these mistakes?
A: By starting with a clear strategy, including their people in the process, accurately assessing costs, and knowing when to press ahead and when to quit.

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Innovation and Technology

Banks Will Extend Real-Time Payments To Send In 2025

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Banks Will Extend Real-Time Payments To Send In 2025

The Rise of Real-Time Payments in the US

Real-Time Payments to Increase in 2025

According to John Byl, SVP and product development manager at Mercantile Bank of Michigan, 2025 is expected to be a year where banks that have tried real-time payments in receive-only mode will take the next big step – sending payments.

Rise of Real-Time Payments Networks

The first real-time payments system was launched by The Clearing House (TCH) about seven years ago. It recently announced that it had processed a total of more than one billion payments by Jan 31, 2024. TCH covers more than 70% of the demand deposits in the US, and its network has been processing a significant number of transactions.

FedNow and RTP

The Federal Reserve launched its own real-time payments network, FedNow, a year ago and has signed up over 1,000 financial institutions and is adding new participants at a good clip. The two services have very different maximum transaction limits. RTP increased the limit to $10 million, while FedNow has a default credit transfer limit of $100,000 and a maximum of $500,000.

Increased Demand for Real-Time Payments

Erika Baumann, director of the commercial banking & payments practice at Datos Insights, a financial tech consultancy, expects payment software providers to offer solutions that work for both RTP and FedNow. She also predicts that the volume, both number of transactions and value, will be concentrated at the largest banks – the top five banks by number of accounts hold more than 246 million accounts, according to the Federal Reserve.

Banks Taking a Wait-and-See Approach

Many banks have approached real-time payments cautiously, starting with receiving payments, which is low risk. "Everybody’s chosen to receive and now they’re taking a wait and see approach to the origination side of things and are watching to see what others are doing," said John Byl.

Challenges and Risks

Sending payments runs the risk of getting the recipient or the amount wrong, and since the payment is real-time, it is difficult, or impossible, to recover misdirected funds. The biggest challenge in sending real-time payments is the risk of fraud, which can be prevented by having the appropriate systems in place.

Conclusion

As real-time payments become more widespread, it is expected to revolutionize the way payments are made. With the rise of real-time payments, customers will be able to send and receive money instantly, making transactions faster and more convenient. However, there are challenges and risks associated with real-time payments, such as fraud and misdirected payments, which must be addressed by financial institutions.

FAQs

Q: What is the current state of real-time payments in the US?
A: Real-time payments are becoming increasingly popular, with The Clearing House (TCH) processing over one billion payments by January 2024.

Q: What are the differences between RTP and FedNow?
A: RTP increased the limit to $10 million, while FedNow has a default credit transfer limit of $100,000 and a maximum of $500,000.

Q: What are the challenges of real-time payments?
A: The biggest challenge is the risk of fraud, which can be prevented by having the appropriate systems in place. There is also the risk of getting the recipient or the amount wrong, and since the payment is real-time, it is difficult, or impossible, to recover misdirected funds.

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Innovation and Technology

Inclusive Education: Breaking Down Barriers with Digital Technologies

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Inclusive Education: Breaking Down Barriers with Digital Technologies

Technology has the power to transform lives. It can bridge gaps, connect communities, and empower individuals. In the context of education, technology can be a game-changer, breaking down barriers and creating a more inclusive learning environment for all. In this article, we’ll explore the ways in which digital technologies are revolutionizing education, making it more accessible, engaging, and effective for students of all abilities, cultures, and backgrounds.

The Importance of Inclusive Education

Inclusive education is not just a moral imperative, but a necessary step towards creating a more just and equitable society. Every individual, regardless of their abilities, gender, race, or socioeconomic status, deserves access to quality education. Unfortunately, many students face significant barriers to learning, including physical and learning disabilities, language barriers, and socioeconomic disparities. These barriers can lead to a lack of confidence, low self-esteem, and a sense of isolation.

Breaking Down Barriers with Digital Technologies

Fortunately, digital technologies are helping to break down these barriers, creating a more inclusive and accessible education system. Here are some ways in which technology is making a positive impact:

Personalized Learning

Adaptive learning systems and AI-powered educational software can tailor learning experiences to individual students’ needs, abilities, and learning styles. This personalized approach can help students with disabilities, English language learners, and students from diverse cultural backgrounds to better engage with the material and achieve their full potential.

Accessible Content

Digital resources, such as e-books, online courses, and educational apps, are making it possible for students to access a wide range of educational content from anywhere, at any time. This is particularly important for students with disabilities, who may have difficulty accessing traditional physical classrooms or materials.

Virtual Learning Environments

Virtual learning environments, such as virtual reality (VR) and augmented reality (AR), are creating immersive and interactive learning experiences that can be particularly effective for students with learning disabilities, such as autism, ADHD, or dyslexia. These technologies can also help to reduce feelings of anxiety and social isolation in traditional classroom settings.

Communication and Collaboration

Digital tools, such as video conferencing software and online collaboration platforms, are enabling students to communicate and collaborate more effectively with peers and educators from around the world. This can be particularly beneficial for students who may face language barriers or have difficulty participating in traditional classroom discussions.

Challenges and Opportunities

While digital technologies are transforming education, there are still significant challenges to overcome. These include:

Equity and Access

Ensuring that all students have access to digital technologies, including devices, internet connectivity, and educational software, is a significant challenge. This is particularly true for students from low-income backgrounds, rural areas, or developing countries.

Teacher Training and Support

Teachers need training and support to effectively integrate digital technologies into their teaching practices, particularly in areas such as personalized learning, virtual learning environments, and online collaboration.

Data Protection and Security

Ensuring the security and protection of student data is critical, particularly in the context of online learning. This requires educators and policymakers to prioritize data protection and security measures.

Conclusion

Inclusive education is a fundamental human right, and digital technologies have the power to break down barriers and create a more just and equitable education system. By leveraging these technologies, we can create personalized learning experiences, provide accessible content, and foster communication and collaboration. While there are challenges to overcome, the benefits of inclusive education far outweigh the costs. It is time for policymakers, educators, and technologists to work together to create a more inclusive and effective education system for all.

FAQs

What are the benefits of inclusive education?

Inclusive education promotes social justice, equity, and diversity, and helps to break down barriers and create a more inclusive society.

What are some examples of digital technologies that can support inclusive education?

Examples include adaptive learning systems, AI-powered educational software, virtual reality (VR) and augmented reality (AR), video conferencing software, and online collaboration platforms.

How can educators integrate digital technologies into their teaching practices?

Educators can start by familiarizing themselves with digital tools and technologies, and seeking training and support to effectively integrate them into their teaching practices.

What are some of the challenges to overcome in implementing inclusive education?

Some of the challenges include ensuring equity and access to digital technologies, providing teacher training and support, and prioritizing data protection and security.

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Innovation and Technology

Steve Mann, Father of Wearable Computing

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Steve Mann, Father of Wearable Computing

Steve Mann at the 2025 IEEE ICCE

Awards and Recognition

At the 2025 IEEE International Conference on Consumer Electronics, ICCE, as Past President of the IEEE, I presented Steve Mann with the IEEE Masaru Ibuka Consumer Electronics Award.

About Steve Mann

Steve is a Professor of Computer Engineering in the Department of Electrical and Computer Engineering at the University of Toronto in Ontario, Canada. He is widely regarded as "The father of wearable computing." Professor Mann founded the MIT Wearable Computing Project, which has had a major impact on the development of Virtual Reality, Augmented Reality, and eXtended Reality products and services.

Innovative Achievements

In 1998, he invented, designed, and built the world’s first smartwatch capable of downloading and running a wide variety of apps for health, well-being, and fitness tracking, ushering in a new era of personal health. More than 30 years ago, Mann also invented High Dynamic Range imaging, which is now used in nearly every commercially manufactured smartphone, as well as many other cameras and computer vision systems, including systems to help the visually impaired see. He invented HDR imaging in his childhood and brought this invention to MIT and further refined it there.

Personal Interests and Inventions

Steve lives in Toronto and is an avid swimmer, including ice swimming in the Winter. One of his inventions is a hydraulophone, a musical instrument that uses a pressurized hydraulic fluid, such as water, to make sound. He also developed wearable augmented reality goggles for swimming that allow a group of swimmers to monitor the state of fellow swimmers, especially for ice swimming. In the 1990’s Mann continuously transmitted his life’s experiences, in real-time, to his website for other people to view and respond to.

Extended Reality and Terminology

Steve has created his own terminology to describe interesting aspects of our experiences of reality. The figure below illustrates his view of the elements of our modern human experience, including the traditional physical world, composed of atoms, a modern social world of humans, which he characterizes as genes, and a virtual or cyber world of bits.

Chart to show relationship of extended reality to the world of genes, atoms and bits.

Combining the Cyber, Human, and Physical Worlds

Combining the cyber world with the physical world gives us the ability to compute and create models, such as digital twins. Combining the cyber world with the human world enables social media and the metaverse. Adding all three elements leads to various cyber/human/physical experiences that can be generally described as extended reality, XR.

Demonstrating the Interconnectedness of Reality

At the ICCE, Steve strove to give attendees experiences that illustrate his observations. For example, he held a lit light source in his hand to show that we are all made of meat and blood on the inside.

The IEEE Masaru Ibuka Consumer Electronics Award

The IEEE Masaru Ibuka Consumer Electronics Award was established in 1987 and recognizes outstanding contributions in the field of consumer electronics technology. The award is sponsored by the IEEE Ibuka Fund and is named in honor of Dr. Masaru Ibuka, who was the Honorary Chairman and co-founder of Sony Corporation. Ibuka’s innovative achievements and leadership have been an inspiration to several generations of electrical, electronics, and computer engineers.

Conclusion

Steve Mann’s contributions to the field of consumer electronics have been recognized with the IEEE Masaru Ibuka Consumer Electronics Award at the 2025 IEEE ICCE in Las Vegas.

Frequently Asked Questions

  • Who is Steve Mann?
    • Steve Mann is a Professor of Computer Engineering at the University of Toronto and is widely regarded as "The father of wearable computing."
  • What is the IEEE Masaru Ibuka Consumer Electronics Award?
    • The IEEE Masaru Ibuka Consumer Electronics Award recognizes outstanding contributions in the field of consumer electronics technology.
  • What are Steve Mann’s notable inventions?
    • Steve Mann has invented the world’s first smartwatch, High Dynamic Range imaging, and wearable augmented reality goggles for swimming, among other inventions.
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