Keplercode - Blog #AIKeplercode - Blog #AIhttps://keplercode.com/blog/tag/aiFri, 27 Mar 2026 03:53:10 +0100http://zoho.com/sites/<![CDATA[2025: Top 10 Strategic Technology Trends Shaping the World]]>https://keplercode.com/blog/post/2025-top-10-strategic-technology-trends-shaping-the-worldGartner recently unveiled the top 10 vital technology trends of 2024 designed to help organizations handle tech changes and uncertainties in the economic landscape.]]>

Top 10 Strategic Technology Trends Shaping the World

2025: Top 10 Strategic Technology Trends Shaping the World

The technological landscape is undergoing a seismic shift.Gartner’s 2025 forecast offers a roadmap to this transformative future, highlighting the top 10 strategic technology trends that will redefine industries, challenge norms, and elevate human potential. It also provides critical insights into how organizations and individuals can harness these emerging capabilities.


So, let’s explore these top 10 technology trends that will shape our future.

Key Takeaways:
  • Agentic AI will support human work, while AI governance platforms will keep AI use ethical and transparent.
  • Disinformation security and post-quantum cryptography (PQC) are vital to protect data integrity and counter misinformation.
  • Ambient invisible intelligence and energy-efficient computing integrate seamlessly into everyday life, supporting sustainability, and making technology more efficient.
  • Hybrid and spatial computing push boundaries, offering personalized and immersive experiences in digital and physical spaces.
  • Polyfunctional robots will drive efficiency across sectors with flexibility and scalability.
  • Neurological enhancement tech holds promise for boosting cognitive abilities and workplace safety.

Trend 1: Agentic AI

Imagine a team of virtual agents ready to take over repetitive tasks, plan and execute simple goals, and support human employees. That’s the promise of Agentic AI. This technology can handle routine tasks and help organizations operate more efficiently.

What are the benefits? It is a virtual workforce that assists humans in taking on repetitive tasks, freeing up people for higher-value work. As businesses grow, Agentic AI can scale up without the need to hire additional human staff.

Trend 2: AI governance platforms

With AI becoming part of daily operations, there’s a need for platforms that keep AI in check. AI governance helps organizations track, explain, and manage the legal, ethical, and performance aspects of AI systems.

What are the advantages? It ensures transparency and accountability as well as builds trust with clear guidelines on how AI should be used. Plus, governance platforms help organizations reduce the risk of penalties.

Trend 3: Disinformation security

In a world where misinformation spreads fast, disinformation security helps verify digital identities, prevent fraud, and protect brand reputation by identifying false narratives.

What are the gains? By improving controls over digital identity, disinformation security can reduce fraudulent activity. Moreover, preventing the spread of harmful misinformation helps protect a company’s reputation.

Trend 4: Post-Quantum Cryptography (PQC)

With quantum computing on the horizon, our current encryption might not be enough. PQC is designed to protect data against future threats from quantum-powered hackers.

What are the positive aspects? It protects critical data from quantum-enabled hackers, ensuring long-term data confidentiality.

Trend 5: Ambient Invisible Intelligence

Imagine technology that’s so seamlessly embedded in the environment, you hardly notice it. Invisible intelligence enables real-time tracking and interactions without requiring us to engage actively.

What are the benefits? It enhances efficiency with unobtrusive tracking and sensing, potentially improving everything from logistics to healthcare.

Trend 6: Energy-Efficient Computing

With sustainability in the spotlight, energy-efficient computing aims to reduce tech’s carbon footprint by optimizing hardware and code. It also focuses on using green energy.

What are the advantages? It helps organizations meet sustainability goals and reduces environmental impact. With growing regulations around sustainability, energy-efficient systems help companies stay compliant.

Trend 7: Hybrid Computing

Hybrid computing combines different technologies to tackle complex problems, pushing AI and automation to new limits. It’s where super-fast processing meets real-time personalization — and even uses the human body as a computing platform.

What are the gains? It creates a high-performance environment for AI-driven insights, faster personalization, and autonomous business operations.

Trend 8: Spatial Computing

Spatial computing, powered by AR and VR, offers immersive digital experiences in our physical world. It’s being used to create interactive and lifelike environments for gaming, education, and even online shopping.

What are the positive aspects? It meets the demand for highly engaging and interactive experiences. Visualizing data in 3D can help with complex decision-making, especially in fields like healthcare and manufacturing.

Trend 9: Polyfunctional Robots

Picture robots that can handle multiple tasks and switch between them on the fly. Polyfunctional robots are designed to work flexibly alongside people, improving productivity across industries without major infrastructure changes.

What are the benefits? It boosts efficiency and reduces costs. Additionally, with polyfunctional robots it is easy to scale up as needs change, allowing companies to adapt quickly to market demands.

Trend 10: Neurological Enhancement

Neurological enhancement technology aims to enhance human cognitive abilities by directly interfacing with the brain. While still in its early stages, this tech could one day help people learn faster, stay safer, and work longer.

What are the advantages? It improves focus and safety. Neurological enhancement technology also allows for personalized learning, potentially extending older people’s working lives.
Gartner’s top trends for 2025 offer a fascinating glimpse into a future shaped by powerful new technologies. With AI, advanced computing, and human-machine integration on the rise, these trends promise to redefine how we live and work. However, as we adopt these innovations, we’ll need to balance the benefits with ethical, regulatory, and security considerations.
]]>Wed, 12 Feb 2025 11:29:43 +0000<![CDATA[Guardians of the Digital Realm: Why Data Security and Responsible AI Are Paramount in 2024]]>https://keplercode.com/blog/post/guardians-of-the-digital-realm-why-data-security-and-responsible-ai-are-paramount-in-2024In the era of generative AI, the guardians of the digital realm face unprecedented challenges in safeguarding information and ensuring ethical AI practices.]]>

Guardians of the Digital Realm: Why Data Security and Responsible AI Are Paramount in 2024

  • As we step into 2024, the guardians of the digital realm face unprecedented challenges in safeguarding information and ensuring ethical AI practices.
  • The sheer volume and diversity of information circulating in the digital realm make it an attractive target for malicious actors.
  • The digitization of society has given rise to an escalating threat landscape, with cyber-attacks becoming more sophisticated and frequent.
  • There are serious threats to societal trust in AI systems because of biased algorithms, discriminatory practices, and lack of transparency. Responsible AI practices are vital to ensure fairness, accountability, and transparency.
  • The guardians of the digital realm are a collective force comprised of each individual, each company, and each leader who chooses to take a stand for a secure and responsible future.
  • With a holistic and proactive approach, we can unlock the full potential of AI without compromising the integrity of our digital future.
In the era of generative AI, where technological advancements are driving innovation rapidly, the excitement surrounding artificial intelligence (AI) is noticeable. However, as we step into 2024, the guardians of the digital realm face unprecedented challenges in safeguarding information and ensuring ethical AI practices.

This article explores why data security and responsible AI have become paramount in the technological landscape in 2024.

Data Is a Target for Malicious Actors

Data is the lifeblood of the digital age, driving innovations, powering businesses, and shaping our daily lives. The sheer volume and diversity of information circulating in the digital realm make it an attractive target for malicious actors. In this era, protecting data has become a fundamental responsibility.

The Escalating Threat Landscape

The digitization of society has given rise to an escalating threat landscape, with cyber-attacks becoming more sophisticated and frequent. In 2024, the guardians of the digital realm must contend with ransomware, data breaches, and other cyber threats that jeopardize confidentiality, integrity, and availability of information.

Here are some examples of possible threats in the era of generative AI:
  • Generative AI models can generate human-like text and content that can be exploited for crafting sophisticated phishing emails, social engineering attacks, or even generating fake news to manipulate public opinion.
  • Malicious actors within an organization can misuse generative AI tools for unauthorized activities.
  • Generative AI models are trained on large datasets, often containing sensitive information. There is a risk that these models could inadvertently memorize or leak private information from the training data, leading to privacy breaches.
  • Adversarial attacks involve manipulating input data to deceive AI models. In the context of generative AI, attackers can introduce subtle modifications to the training data to compromise the integrity of the model.

Responsible AI and Ethical Considerations

AI systems now play pivotal roles in decision-making processes across various sectors, ranging from healthcare to finance and beyond. However, the ethical implications of AI demand careful consideration. There are serious threats to societal trust in AI systems because of biased algorithms, discriminatory practices, and lack of transparency. Responsible AI practices are vital to ensure fairness, accountability, and transparency.

Stricter Data Laws

Recognizing the potential pitfalls, governments and regulatory bodies worldwide are stepping up to the plate, enacting and strengthening legislation to safeguard user privacy and promote ethical AI practices. Organizations now face a complex landscape of data protection regulations. Compliance with these regulations is not just about avoiding hefty fines, but building trust with customers and stakeholders.

Who Are the Guardians of This Digital Realm?

Certainly, cybersecurity experts, data scientists, and AI ethicists play a pivotal role in shaping the future of technology. Their responsibilities include implementing robust cybersecurity measures, developing secure coding practices, and fostering ethical AI development.

However, the responsibility lies not only with tech giants and policymakers but with each and every one of us! The guardians of the digital realm are a collective force comprised of each individual, each company, and each leader who chooses to take a stand for a secure and responsible future.

The Role of The Guardians of The Digital Realm In 2024:

Here, we prepared some tips on what you can do as an individual to join the guardians’ team:
  • Ensure your data is prepared to be AI-safe, reducing the risk of leaks and breaches.
  • Put controls in place based on what the data is and manage your data for AI.
  • Support organizations that advocate for strong data protection laws and hold tech companies accountable for their data practices.
  • Understand the limitations of AI and identify potential biases in AI systems you encounter.
  • Contribute to or advocate for organizations working to ensure ethical AI development and deployment.
  • Raise awareness about the potential harms of AI and challenge discriminatory or unfair algorithms.
  • Implement controls across the entire data landscape: use strong passwords, enable two-factor authentication, update software regularly, and be cautious about sharing personal information online.
On the organizational level, protecting consumer privacy in the face of potential AI breaches must be a paramount business concern. Proactive data security measures like de-identification, access controls, and data governance frameworks not only bolster trust and safeguard privacy but also give companies a competitive edge by enabling responsible data utilization.
As new laws and revisions to current rules emerge to address the issues of data privacy and AI, companies should be ready to act. Formulating strategies that surpass existing data privacy regulations will mitigate the risk of non-compliance. Vigilance towards emerging threats to data privacy is crucial, and companies should begin implementing the tools and processes necessary to prepare.

Hence, as we move forward in 2024, only through a holistic and proactive approach can we unlock the full potential of AI without compromising the integrity of our digital future.

What are your biggest concerns regarding the current state of the digital realm? Please, tell us your thoughts in the comments.
You may also be interested in our article on How to Maintain Your Privacy on the Internet.
]]>Fri, 10 May 2024 10:33:36 +0000<![CDATA[2024's Key Strategic Technology Trends]]>https://keplercode.com/blog/post/2024-s-key-strategic-technology-trendsGartner recently unveiled the top 10 vital technology trends of 2024 designed to help organizations handle tech changes and uncertainties in the economic landscape.]]>

2024's Key Strategic Technology Trends

  • Gartner has recently unveiled the top 10 vital technology trends of 2024 at the Gartner IT Symposium/Xpo designed to help organizations handle tech changes and uncertainties in the economic landscape.
  • Experts at Gartner believe that by 2026 over 80% of enterprises will have used GenAI APIs and models and/or deployed GenAI-enabled applications in production environments.

  • The widespread availability of AI has made it important to implement AI Trust, Risk, and Security Management (TRiSM).

  • The integration of AI-assisted software engineering enhances developer productivity.

  • The augmented-connected workforce (ACWF) is a strategy for optimizing the value derived from human workers.

  • With a foundation in AI-based services, intelligent applications give user experiences that can dynamically adjust.

  • By 2026, the expertsat Gartner estimate that organizations will prioritize their security investments based on a CTEM program.

  • The key goal of platform engineering is to boost productivity, improve user experiences, and expedite the delivery of business value.

  • Machine customers are nonhuman buyers who can independently bargain for and buy products and services. 

  • Prediction by Gartner shows that by 2027, over 70% of enterprises will have adopted industry cloud platforms (ICPs) to expedite their business endeavors.

  • Sustainable technology is gaining popularity because people are worried about how energy use from new technologies affects our planet.

Gartner has recently unveiled the top 10 vital technology trends of 2024 at the Gartner IT Symposium/Xpo. These trends are designed to help organizations handle tech changes and uncertainties in the economic landscape.

IT leaders are encouraged to strategically invest in technologies that enhance resilience amid pressures.  The swift growth of tech innovation, particularly in domains such as generative AI, brings both pros and cons. This calls for a structured plan for embracing the technology and controlling the risks.

Bart Willemsen, Vice President Analyst at Gartner, in a recent email interview with TechRepublic, said,
For the past few years and through 2023, the number of organizations that started to work with AI has exploded. This is not expected to slow down.

So, let’s take a look at the top strategic technology trends for 2024:

Democratizing Generative AI

Generative AI (GenAI) is becoming more common. This change happens due to the joining of very pretrained models, cloud computing, and solutions that anyone can use.

Experts at Gartner believe that by 2026 over 80%  of enterprises will have used GenAI APIs and models and/or deployed GenAI-enabled applications in production environments. This jump is from under 5% in early 2023. This shift is making these advanced models open to workers around the world.

Usage of GenAI-based apps could open up countless sources of knowledge within and outside of businesses for their staff. This is why the rapid adoption of GenAI will significantly democratize knowledge and skills within organizations.

AI Trust, Risk, and Security Management

The widespread availability of AI has made it important to implement AI Trust, Risk, and Security Management (TRiSM). Without safeguards, AI models can create growing problems that spiral out of control. These negatives may outdo the good things AI provides. Therefore, AI Trust, Risk, and Security Management (TRiSM) is a critical framework for managing those risks.

Gartner predicts that by 2026, enterprises applying AI TRiSM controls will improve decision making by eliminating up to 80% of faulty and illegitimate information.

AI-Augmented Development

AI is no longer just a tool. It's now a collaborative partner in software development. The integration of AI-assisted software engineering enhances developer productivity. This means we can meet the high demand for business-critical software. Plus, AI takes care of boring, repeated coding tasks. These AI-infused development tools empower developers to focus on strategic endeavors such as building compelling business applications.

Gartner anticipates that by 2028, 75% of enterprise software engineers will use AI coding assistants, up from less than 10% in early 2023.

Augmented-Connected Workforce

The augmented-connected workforce (ACWF) is a strategy for optimizing the value derived from human workers. ACWF enhances the workforce's experience, well-being, and skill development through everyday context and guidance. Simultaneously, the ACWF drives business outcomes and positive impact for key stakeholders.

Through 2027, Gartner assumes that 25% of CIOs will utilize augmented-connected workforce initiatives, targeting a 50% reduction in time to competency for key roles.

Intelligent Applications

Intelligent applications are defined by Gartner as those with learned adaptation to respond appropriately and autonomously to better augment or automate work. These applications find usage in many use cases, enhancing or automating work. With a foundation in AI-based services, intelligent applications give user experiences that can dynamically adjust.

Gartner noted that 26% of CEOs in Gartner’s 2023 CEO and Senior Business Executive Survey cited the ongoing lack of skilled staff as the biggest risk to their business. Thus, it is believed that AI is the key technology to create a significant impact on their field in the coming three years.

Continuous Threat Exposure Management

Continuous Threat Exposure Management (CTEM) is a game changer in cybersecurity. It enables organizations to use a method that resolves issues automatically. CTEM goes beyond identifying vulnerabilities, also revealing threats that can't be mended, by aligning assessment and remediation scopes with threat vectors or business projects rather than specific infrastructure components.

By 2026, the experts at Gartner estimate that organizations prioritizing their security investments based on a CTEM program will realize a two-thirds reduction in breaches.

Platform Engineering

Platform engineering is about building and keeping up self-service internal development platforms, with each platform functioning as a unique layer designed by a dedicated product team. This task requires creating resilient, scalable, and adaptable platforms that have to serve varying technologies and services within an organization. The key goal of such platform engineering is to boost productivity, improve user experiences, and expedite the delivery of business value.

Machine Customers

Machine customers (also called 'custobots') are nonhuman buyers that can independently bargain for and buy products and services.  Predictions by Gartner suggest that by 2028, there will be 15 billion connected products that could potentially act as customers. This number will likely get bigger in the subsequent years. By 2030, the rise of machine customers could lead to trillions in revenue. It's crucial to plan strategies that will explore opportunities to support and enable these algorithms and devices. It may even be considered to create new custobots.

Industry Cloud Platforms

Companies are looking for specific results from their cloud investments. Industry cloud platforms (ICPs) can offer these customized cloud services. ICPs use a mix of Software as a Service (SaaS), Platform as a Service (PaaS), and Infrastructure as a Service (IaaS) services. They provide total product solutions with options to modify. These come with an industry data fabric, packaged business capabilities, composition tools, and other innovative platform features.

A prediction by Gartner shows that by 2027, over 70% of enterprises will adopt industry cloud platforms (ICPs) to expedite their business endeavors, a significant increase from the less than 15% recorded in 2023.

Sustainable Technology

Sustainable technology includes a digital framework designed to facilitate environmental, social, and governance (ESG) outcomes, promoting long-term ecological balance and human rights, according to Gartner. It's gaining popularity because people are worried about how energy use by AI, cryptocurrency, the Internet of Things, and cloud computing affects our planet. It is vital to make sure that the utilization of these technologies becomes more efficient, circular, and environmentally sustainable.

Gartner predicts that by 2027, 25% of CIOs will see their personal compensation linked to their sustainable technology impact.
In conclusion, as we explore the tech world of 2024, the insights provided by Gartner help us understand the main tech trends guiding the business future. By wisely evaluating and embracing the right technological innovations, businesses can grab a competitive spot, ensuring significance and triumph in the dynamic landscape of 2024 and beyond.
]]>Wed, 20 Dec 2023 19:21:54 +0000<![CDATA[Must-know areas to stay tech-savvy in 2023]]>https://keplercode.com/blog/post/must-know-areas-to-stay-tech-savvy-in-2023The rapid development of the modern world constantly embodies the latest amazing ideas pushing the old ones into the background. The technology sector is perhaps the most striking example of this process.]]>

Must-know areas to stay tech-savvy in 2023

Key Takeaways

  • The rapid development of the modern world constantly embodies the latest amazing ideas, so staying tech-savvy is no longer just an option but a necessity.

  • The Internet of Things is a system of physical objects ("things") connected through embedded sensors, software, and other technologies meant to transmit data to other devices via the Internet.

  • Artificial intelligence, which is aimed at modeling human behavior patterns, uses such methods as machine learning and deep learning to analyze huge amounts of data and therefore discover valuable insights and patterns. 

  • Robotics helps us create various kinds of machines that may in different ways assist and empower humans, carry out tasks in dangerous or inaccessible environments, and offer solutions to complex problems.

  • Potential use of blockchain, which can be defined as a type of distributed database where data is stored in blocks in an encrypted form, goes far beyond digital currencies.

  • Due to the high-precision digital reproduction of the real world, virtual reality (VR) and augmented reality (AR) are widely used in many industries. 

  • Cybersecurity is aimed at protecting computer systems, devices, etc., and the data stored on them or in the network by taking measures needed to secure information and ensure its confidentiality, integrity, and availability.

The rapid development of the modern world constantly embodies the latest amazing ideas pushing the old ones into the background. The technology sector is perhaps the most striking example of this process. Therefore, in today's digital landscape, staying tech-savvy is no longer just an option but a necessity.

So, let's find out what key areas you need to look at in order not to fall behind in a world that is increasingly susceptible to technology.

Internet of Things

The Internet of Things is a system of physical objects ("things") connected through embedded sensors, software, and other technologies. The purpose of this connection is to transmit data to other devices within the same system or even to other systems via the Internet. Simply put, physical objects go online to exchange information. This technology can be tracked from the concepts of wireless devices and smart homes to industrial automation and smart city projects.

By optimizing processes, quick data handling, and making decisions based on it, the IoT increases efficiency in different spheres. After all, no one can deny that using wireless headphones, electronic keys, or contactless payments has made our daily lives much easier and more comfortable. Thus, convenience and cost-effectiveness that a variety of IoT applications provides us with make the Internet of Things an important technology of the 21st century that will continue to gain momentum.

Artificial Intelligence

Artificial intelligence, which is aimed at modeling human behavior patterns, is currently at the peak of its popularity and is being used in a number of fields such as healthcare, education, construction, etc. AI methods, namely machine learning and deep learning, are great at analyzing huge amounts of data to discover valuable insights and patterns. Therefore, knowledge of AI will allow humans to utilize and practice data-driven decision-making.

AI is definitely not going to stop there and will go on to fulfill its revolutionary potential, so it will be useful and interesting for you to follow the latest developments in this powerful area to keep up with the technology.

By the way, if you are wondering how artificial intelligence differs from human intelligence and whether the former can surpass the latter, we will let you find it out.

Robotics

Robotics is a multidisciplinary discipline combining the aspects of mechanical engineering, electronics, computer science, etc. Its ultimate goal is the provision of various kinds of machines that are autonomously or semi-autonomously capable of performing certain functions, either by following pre-programmed instructions or by learning in their environment. Such robots are designed to assist and empower humans, improve effectiveness, carry out tasks in dangerous or inaccessible environments, and offer solutions to complex problems such as space exploration or military affairs.

In addition, robotics is closely intertwined with artificial intelligence. AI provides robots with advanced capabilities, such as data-driven learning, autonomous decision-making, and object or environment recognition. Hence, these guys are certainly doomed to influence our future.

Blockchain

The concept of a blockchain can be defined as a type of distributed database in which data is stored in sort of blocks in an encrypted form. Each block in the blockchain contains a cryptographic hash of the previous one, which makes it hugely difficult to change or tamper with the data. This provides the blockchain with reliable protection against unauthorized modifications.

Originally it was developed as the underlying technology for the cryptocurrency Bitcoin. However, its potential application goes far beyond digital currencies. Blockchain can be used for medical records, voting systems, identity verification, digital property, financial transactions, etc. In addition, it finds its use in smart contracts - programmable scripts that automatically perform predefined actions if certain conditions are met.

Presently, numerous industries are gradually embracing blockchain technology because of its secure and decentralized nature.

Virtual and Augmented Reality

Virtual reality (VR) and augmented reality (AR) are immersive technologies that change how we perceive and interact with the world around us. Their main difference is the following: VR fully simulates a real or fictional environment using a VR headset while AR only overlays certain digital information on the real physical world, i. e. augments it. These environments simulate such senses as touch, hearing, smell, and sight.

Thanks to the high-precision digital reproduction of objects and phenomena of the real world, virtual and augmented reality technologies are extremely useful both for specialists in various areas and everyday routine activities. For example, a novice surgeon can hone their skills in performing complex operations, and you can pick up a nice outfit for another day at work without trying on half your wardrobe.

Cybersecurity

In general, cybersecurity is the practice of protecting computer systems, devices, etc., and the data stored on them or in the network. It includes some measures and strategies aimed at securing digital information and ensuring its confidentiality, integrity, and availability.

In recent years, more and more private businesses as well as government agencies have started to digitize their operations. However, quite a few of them have faced and continue to cope with cyberattacks. Cybersecurity threats are never-ending, and therefore this field deserves to be studied in depth not only to stay tech-savvy but also to protect your important and sensitive personal information.

Here you can find the main present-day cybersecurity trends.
Admittedly, this list is not exhaustive as technological progress is occurring virtually exponentially. Nonetheless, knowledge in these domains of the technological world will definitely not let you get lost in it.
]]>Wed, 13 Sep 2023 14:58:03 +0000<![CDATA[Technology Trends For 2023]]>https://keplercode.com/blog/post/technology-trends-for-2023The ways of doing business are shifting at a tremendous speed, which requires constant staying on the ball, responding quickly to changes, and implementing new technological solutions. These all will help companies gain a competitive advantage.]]>

Technology Trends For 2023

Annually, Gartner, a well-respected technology research and consulting company, publishes a list of the ten most influential strategic technology trends for the year.

So, let us take a closer look at the trending technologies that are going to shape the business year 2023.

Digital immune system

Digital immune system aims to protect software from viruses and reduce operational and security risks. The main goal of the digital immune system is to instantly detect the penetration of a virus into a computer system. Then the system has to intercept, analyze, and eliminate it. The DIS also transmits the processed information about the virus to the systems running the antivirus to prevent it from entering the system in the future. Thus, the digital immune system works to increase the resilience of software products to failures and ensure the continuous operation of critical applications and services of various types of businesses.

Applied observability

Observability itself makes it possible to assess the internal state of a system based on its external output. Applied observability expands this principle. Its essence is to explore technology areas such as applications, infrastructure, network, security, and business processes in detail to understand the system's operation better and obtain valuable insights. This technology, drawing upon received data, is able to speed up response and upgrade real-time business activities or even facilitate forecasting, thus providing a competitive edge.

AI TRiSM

The following technology, introduced as AI TRiSM, stands for Artificial Intelligence Trust, Risk, and Security Management. According to Gartner Glossary, AI TRiSM "ensures AI model governance, trustworthiness, fairness, reliability, robustness, efficacy and data protection. This includes solutions and techniques for model interpretability and explainability, AI data protection, model operations and adversarial attack resistance." Poor implementation and application of AI technology can lead to financial and reputational losses as well as harm to consumers. Therefore, AI TRiSM is an important attribute of the reliable and efficient operation of AI models and the mitigation of potential risks.

Industry cloud platforms

Industry cloud platforms are a combination of traditional cloud services (SaaS, PaaS, and IaaS) and industry-specific functionality. They are designed to address the specific needs of vertical industry segments where standard solution models are not sufficiently effective. Such industry-specific solutions provide more flexible workload management methods. The primary value of industry cloud platforms lies in the use of supporting innovative technologies (packaged business capabilities, industry-aware data fabrics, composability tooling), which provide organizations with the agility to adapt quickly to rapid changes.

Platform engineering

Platform engineering is the latest technology that has emerged as a counterweight to complex modern software architectures. It is represented by reusable, standardized tools and components as well as automated operations. Platform engineering aims to simplify and rationalize applying workflows and tools in software development and boost developer productivity as well.

Wireless-Value Realization

Next on Gartner's list is Wireless-Value Realization. This concept is related to the methods of implementing next-generation wireless technologies that will contribute to the provision of enhanced services and the reduction of capital costs. The development of new wireless technologies is taking place in two directions, namely the improvement of basic capabilities to cover a broader range of tasks and the ability to go beyond simple connectivity, which serves as the basis for digital innovation in many areas.

Superapps

Superapps act as a platform for an ecosystem of individual independent miniapps that perform several functions and provide a relevant range of services. By selecting and activating among these applications only the necessary ones, users can create a personalized user experience. The idea of superapps envisages incorporating enterprise mobile and desktop experiences as well as supporting chatbots, Internet of Things (IoT) technologies, and immersive experiences like the metaverse.

Adaptive artificial intelligence

Adaptive artificial intelligence goes beyond traditional machine learning models and has a significant advantage over them due to its flexibility and rapid adaptation to unpredictable real-world changes. The main principle of adaptive AI is the ability to constantly and continuously retrain the model in the runtime and development environment. Thus, adaptive models will enable the creation of even more innovative business models, products, and services.

Metaverse

In general, metaverse is understood as the transformation of the physical world into the virtual one or the transfer of some physical activities there. Metaverse will be able to implement new types of digital business assets and value exchange models. According to Gartner, a complete metaverse will not depend on either devices or vendors and will have a virtual economy. It will also serve as a tool to improve human and machine customer experience.

Sustainable technologies

Sustainable technologies are aimed at preserving the principles of sustainability and minimizing the impact on the environment. They are represented by a digital solutions framework focused on achieving the enterprise's environmental, social, and governance goals. Creating a more efficient but, at the same time, green and sustainable business becomes possible through the introduction of artificial intelligence, blockchain, cloud services, extended and augmented reality, robotics, and many other technologies.
The ways of doing business are shifting at a tremendous speed, which requires constant staying on the ball, responding quickly to changes, and implementing new technological solutions. These all will help companies gain a competitive advantage. Therefore, following these trends can become a powerful tool in the struggle for supremacy in the world market.
]]>Wed, 13 Sep 2023 09:44:02 +0000<![CDATA[Educational trends]]>https://keplercode.com/blog/post/Educational-trendsLooking at these trends, it can be concluded that the educational process has undergone tremendous changes. It has become more digital and flexible. As a result, it allows anyone to adapt quickly to new realities and master new domains and skills.]]>

Educational trends

Technological development continues to affect our lives, dictating new rules. In recent times, all spheres of our lives have undergone significant transformations. Education has not escaped that phenomenon. It is constantly changing, becoming more flexible, accessible, and advanced.

The value of the education technology sector (EdTech) is expected to increase to $680 million by 2027. It is more due to mobile technology, cloud services, and virtual reality, which will create new opportunities for affordable, fascinating learning.

Forbes has compiled a list of the biggest education and training technology trends in 2022, so let's take a look at them.

Remote learning

Since the pandemic has begun, distance learning became universal and found its way into all types of education, both formal and informal.

The market for online learning services is projected to grow by 15% annually between 2022 and 2025, reaching $50 billion. It is also becoming an increasingly popular option for on-the-job training. An IBM study found that its students could learn five times as much information at one-third of the cost to the company, resulting in a saving of $200 million.

Lifelong learning (subscription services)

Lifelong learning aims at a person's independent desire to learn and explore the world. In the current reality, we no longer need to limit ourselves to educational institutions to work in one field for the rest of our lives.


Now, the education model is very different from that known to our parents or grandparents. Access to technology provides fast, high-quality, and up-to-date learning from anywhere in the world. For example, the world-famous online services Coursera or Udemy give access to thousands of "micro-courses." Everyone can choose what they like and learn new skills in weeks or months.

Immersive learning technology – AR and VR

Virtual reality (VR), augmented reality (AR), and mixed reality (MR) together form Extended reality (XR). It is a great step forward in the educational process. As a result, the usual boring lessons turn into something incredible, new, and practical.

XR technologies have the advantage because a person can train in simulated environments that resemble reality but do not pose a risk of harm or damage to expensive equipment or person. This approach to learning is helpful in all areas. For example, surgeons will be able to learn to perform life-saving surgical operations in Labster; those who have stage fright can practice in VirtualSpeech.

AI and automation in the classroom

Artificial intelligence (AI) definitely affects education. Of course, it does not intend to replace teachers but only improve their work and help in the learning process.

Currently, there are many methods and approaches to quality teaching, but the teacher is not always able to find an individual approach to students. One example is the Altitude Learning system founded by a Google engineer and part-funded by Facebook, which uses AI to suggest personalized learning pathways for school-age children. A similar concept is adaptive learning, in which the course adapts to meet learners ’needs as they progress through it.

Nano-learning

While studying materials, the most challenging part for everyone is to stay focused. Each hour of re-reading monotonous information makes it less and less possible to absorb information.

Nano-learning is the solution to this problem. This concept helps to reduce training time to literally a few minutes. The main point is to keep our mind on the subject so that we are eager to get another dose of information. World-known social networks are very good at this.
Looking at these trends, it can be concluded that the educational process has undergone tremendous changes. It has become more digital and flexible. As a result, it allows anyone to adapt quickly to new realities and master new domains and skills.
The modern world requires a fast response and the ability to adapt to a new way of life. So, do not neglect the education trends that will undoubtedly help you to improve your knowledge and become a better specialist in any field you would like to work in.
Original article: https://www.forbes.com/sites/bernardmarr/2022/02/18/the-five-biggest-education-and-training-technology-trends-in-2022/?sh=4afc0a92f4d2
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