## Digica # Blog ### Discover more of what matters to you - [Artificial intelligence](https://www.digica.com/index.php?option=com_tags&view=tag&id%5B0%5D=15:artificial-intelligence) - [Machine learning](https://www.digica.com/index.php?option=com_tags&view=tag&id%5B0%5D=7:machine-learning) - [technology](https://www.digica.com/index.php?option=com_tags&view=tag&id%5B0%5D=21:technology) - [computer vision](https://www.digica.com/index.php?option=com_tags&view=tag&id%5B0%5D=33:computer-vision) - [Deep learning](https://www.digica.com/index.php?option=com_tags&view=tag&id%5B0%5D=14:deep-learning) - [Data Science](https://www.digica.com/index.php?option=com_tags&view=tag&id%5B0%5D=8:data-science) - [trends](https://www.digica.com/index.php?option=com_tags&view=tag&id%5B0%5D=18:trends) - [neural network](https://www.digica.com/index.php?option=com_tags&view=tag&id%5B0%5D=47:neural-network) - [Data Models](https://www.digica.com/index.php?option=com_tags&view=tag&id%5B0%5D=9:data-models) - [LLM](https://www.digica.com/index.php?option=com_tags&view=tag&id%5B0%5D=86:llm) - [future](https://www.digica.com/index.php?option=com_tags&view=tag&id%5B0%5D=22:future) - [attention mechanism](https://www.digica.com/index.php?option=com_tags&view=tag&id%5B0%5D=24:attention-mechanism) - [Open CV](https://www.digica.com/index.php?option=com_tags&view=tag&id%5B0%5D=5:open-cv) - [autonomous driving](https://www.digica.com/index.php?option=com_tags&view=tag&id%5B0%5D=73:autonomous-driving) - [Object detection](https://www.digica.com/index.php?option=com_tags&view=tag&id%5B0%5D=6:object-detection) - [LiDAR](https://www.digica.com/index.php?option=com_tags&view=tag&id%5B0%5D=75:lidar) - [synthetic data](https://www.digica.com/index.php?option=com_tags&view=tag&id%5B0%5D=52:synthetic-data) - [industry4.0](https://www.digica.com/index.php?option=com_tags&view=tag&id%5B0%5D=53:industry4-0) - [dooms day](https://www.digica.com/index.php?option=com_tags&view=tag&id%5B0%5D=23:dooms-day) - [Evaluation](https://www.digica.com/index.php?option=com_tags&view=tag&id%5B0%5D=31:evaluation) [ ![](https://www.digica.com/templates/yootheme/cache/65/LLM_reading_a_book-6536a81d.jpeg) ### Can LLMs learn from text just like humans? The problem: Is the analogy between people reading books and becoming better authors and LLMs being trained on text valid? Krzysztof Krenc 07.18.2025 [Read more](https://www.digica.com/index.php?option=com_content&view=article&id=328:can-llms-learn-from-text-just-like-humans&catid=27) ](https://www.digica.com/index.php?option=com_content&view=article&id=328:can-llms-learn-from-text-just-like-humans&catid=27) [ ![](https://www.digica.com/templates/yootheme/cache/19/face_detection_picture-19030a01.jpeg) ### Effortless Edge Deployment of AI Models with Digica’s AI SDK (feat. ExecuTorch) Introduction Deploying AI models on mobile and embedded devices is a challenge that goes far beyond just converting a trained model. While frameworks like PyTorch offer a streamlined way to develop deep learning models, efficiently dep… Vladimir Kirilenko 05.13.2025 [Read more](https://www.digica.com/index.php?option=com_content&view=article&id=326:effortless-edge-deployment-of-ai-models-with-digicas-ai-sdk-feat-executorch&catid=27) ](https://www.digica.com/index.php?option=com_content&view=article&id=326:effortless-edge-deployment-of-ai-models-with-digicas-ai-sdk-feat-executorch&catid=27) [ ![](https://www.digica.com/templates/yootheme/cache/05/frontend_development-059cd6de.jpeg) ### Micro-frontends: A modern approach to frontend development Micro-frontends have become a hot topic in the frontend world, gaining traction among developers and organizations. This article explores what micro-frontends are, their rising popularity, and how they can help to manage large-scale fro… Katarzyna Kubisiak 02.04.2025 [Read more](https://www.digica.com/index.php?option=com_content&view=article&id=290:micro-frontends-a-modern-approach-to-frontend-development&catid=27) ](https://www.digica.com/index.php?option=com_content&view=article&id=290:micro-frontends-a-modern-approach-to-frontend-development&catid=27) [ ![](https://www.digica.com/templates/yootheme/cache/53/A_visually_striking_illustration_depicting_a_chess-534e355e.jpeg) ### Rewriting the rules: The AI revolution in chess engines Ever since the development of the first computer chess engines in the 1950s, their performance has consistently improved. As newer, more powerful machines became available, even just running the same algorithms on these upgraded… Michał Rdzany 01.15.2025 [Read more](https://www.digica.com/index.php?option=com_content&view=article&id=288:rewriting-the-rules-the-ai-revolution-in-chess-engines&catid=27) ](https://www.digica.com/index.php?option=com_content&view=article&id=288:rewriting-the-rules-the-ai-revolution-in-chess-engines&catid=27) [ ![software developer_using ai](https://www.digica.com/templates/yootheme/cache/b3/software_dev-b32705bd.jpeg) ### How we're using AI to improve Frontend Development 1. Getting started with AI in frontend development The world of web development is always changing. To stay ahead, we've started using AI in our frontend development process. This isn't just about following trends, but ab… Katarzyna Kubisiak 01.09.2025 [Read more](https://www.digica.com/index.php?option=com_content&view=article&id=287:how-were-using-ai-to-improve-frontend-development&catid=27) ](https://www.digica.com/index.php?option=com_content&view=article&id=287:how-were-using-ai-to-improve-frontend-development&catid=27) [ ![](https://www.digica.com/templates/yootheme/cache/4b/ai_and_human-4b5fe6b3.jpeg) ### The intersection of AI and human expertise: how custom solutions enhance collaboration Artificial Intelligence-based solutions have become increasingly prevalent, transforming industries, businesses, and daily life. However, rather than completely replacing human expertise, the most effective approach lies in creating a s… Joanna Piwko 01.02.2025 [Read more](https://www.digica.com/index.php?option=com_content&view=article&id=286:the-intersection-of-ai-and-human-expertise-how-custom-solutions-enhance-collaboration&catid=27) ](https://www.digica.com/index.php?option=com_content&view=article&id=286:the-intersection-of-ai-and-human-expertise-how-custom-solutions-enhance-collaboration&catid=27) [ ![business cases ai](https://www.digica.com/templates/yootheme/cache/5f/business_cases_ai-5f929361.jpeg) ### Real-world examples: How custom AI is solving unique business problems Artificial Intelligence (AI) is transforming industries across the globe, driving efficiency, reducing costs, and opening up new opportunities for growth. However, one of the most impactful aspects of AI lies in its ability to b… Wojciech Waliszek 12.16.2024 [Read more](https://www.digica.com/index.php?option=com_content&view=article&id=284:real-world-examples-how-custom-ai-is-solving-unique-business-problems&catid=27) ](https://www.digica.com/index.php?option=com_content&view=article&id=284:real-world-examples-how-custom-ai-is-solving-unique-business-problems&catid=27) [ ![](https://www.digica.com/templates/yootheme/cache/68/image_14-68c7b1d1.png) ### How to keep up with Artificial Intelligence: Navigating the fast-paced world of AI Artificial intelligence is one of the fastest-growing scientific fields ever, with an explosive rate of development that is reflected in both research and real-world applications. For example, the number of AI patents granted an… Gracjan Strzelec 12.10.2024 [Read more](https://www.digica.com/index.php?option=com_content&view=article&id=282:how-to-keep-up-with-artificial-intelligence-navigating-the-fast-paced-world-of-ai&catid=27) ](https://www.digica.com/index.php?option=com_content&view=article&id=282:how-to-keep-up-with-artificial-intelligence-navigating-the-fast-paced-world-of-ai&catid=27) [ ![](https://www.digica.com/templates/yootheme/cache/65/ai_busineess_case-65375d36.jpeg) ### 10 common mistakes in Data Science projects and how to avoid them While Data Science is an established and highly esteemed profession with strong foundations in science, it is important to remember that it is still a craft and, as such, it is susceptible to errors coming from processes that may be not… Krzysztof Krenc 11.27.2024 [Read more](https://www.digica.com/index.php?option=com_content&view=article&id=281:10-common-mistakes-in-data-science-projects-and-how-to-avoid-them&catid=27) ](https://www.digica.com/index.php?option=com_content&view=article&id=281:10-common-mistakes-in-data-science-projects-and-how-to-avoid-them&catid=27) [ ![](https://www.digica.com/templates/yootheme/cache/ea/AI_in_business-ea7b7e7d.jpeg) ### The Future of AI in Business: Trends to Watch in 2024 and Beyond In a world increasingly shaped by the rapid evolution of artificial intelligence, 2024 stands as another momentous year, with advancements that continue to reshape how we live, work, and imagine our future. From the rapid acceleration i… Jack Davies 11.19.2024 [Read more](https://www.digica.com/index.php?option=com_content&view=article&id=280:the-future-of-ai-in-business-trends-to-watch-in-2024-and-beyond-2&catid=27) ](https://www.digica.com/index.php?option=com_content&view=article&id=280:the-future-of-ai-in-business-trends-to-watch-in-2024-and-beyond-2&catid=27) [ ![Harnessing the Power of LLM Models on Arm CPUs for Edge Devices](https://www.digica.com/templates/yootheme/cache/cd/support_1-cd689c33.jpeg) ### Harnessing the Power of LLM Models on Arm CPUs for Edge Devices In recent years, the field of machine learning has witnessed significant advancements, particularly with the development of Large Language Models (LLMs) and image generation models. Traditionally, these models have relied on pow… Szymon Górka 09.17.2024 [Read more](https://www.digica.com/index.php?option=com_content&view=article&id=271:harnessing-the-power-of-llm-models-on-arm-cpus-for-edge-devices&catid=27) ](https://www.digica.com/index.php?option=com_content&view=article&id=271:harnessing-the-power-of-llm-models-on-arm-cpus-for-edge-devices&catid=27) [ ![federated learning chip](https://www.digica.com/templates/yootheme/cache/83/chip_blog-8339228a.png) ### Federated Learning - Part 2 - Risks and Challenges Intro In the first article of our mini-series on Federated Learning (FL) [Privacy-First AI: Exploring Federated Learning] we introduced the basic concepts behind the decentralized training approach, and we also presented potential appl… Igor Kolasa 07.17.2024 [Read more](https://www.digica.com/index.php?option=com_content&view=article&id=270:federated-learning-part-2&catid=27) ](https://www.digica.com/index.php?option=com_content&view=article&id=270:federated-learning-part-2&catid=27) [ ![Computer Vision and AI at the Edge](https://www.digica.com/templates/yootheme/cache/7c/catscan-7c5b2635.png) ### Computer Vision and AI at the Edge with the Leading Thermal Camera Provider and the Major Toy Brick Manufacturer As the pace of artificial intelligence innovation accelerates, we’re seeing AI and computer vision go from science fiction tropes to enabling highly efficient and compelling applications. This integration is particularly potent at the e… Lawrence Ebringer 06.24.2024 [Read more](https://www.digica.com/index.php?option=com_content&view=article&id=268:computer-vision-and-ai-at-the-edge-with-the-leading-thermal-camera-provider-and-the-major-toy-brick-manufacturer&catid=27) ](https://www.digica.com/index.php?option=com_content&view=article&id=268:computer-vision-and-ai-at-the-edge-with-the-leading-thermal-camera-provider-and-the-major-toy-brick-manufacturer&catid=27) [ ![](https://www.digica.com/templates/yootheme/cache/18/image_7-186e6129.png) ### Privacy-First AI: Exploring Federated Learning Over the last year we could witness an unprecedented surge in the research and deployment of new leading-edge machine learning models. Although these have already proven themselves to offer useful applications, the gains usually come at… Igor Kolasa 05.28.2024 [Read more](https://www.digica.com/index.php?option=com_content&view=article&id=264:privacy-first-ai-exploring-federated-learning&catid=27) ](https://www.digica.com/index.php?option=com_content&view=article&id=264:privacy-first-ai-exploring-federated-learning&catid=27) [ ![Spikes are the next digits](https://www.digica.com/templates/yootheme/cache/1b/spikes-4-1b1919c3.png "Into the world of spikes") ### Spikes are the next digits Remember the anxiety felt back in the 1990s after the publications of the first quantum algorithms by Deutsh and Jozsa (1992), Shor (1994), and Grover (1996). Most of us expected quantum computers to be of practical use within a decade… Przemysław Gralewicz 05.08.2024 [Read more](https://www.digica.com/index.php?option=com_content&view=article&id=257:spikes-are-the-next-digits&catid=27) ](https://www.digica.com/index.php?option=com_content&view=article&id=257:spikes-are-the-next-digits&catid=27) [ ![Generative AI in the medical domain](https://www.digica.com/templates/yootheme/cache/57/D61FA9B7-6B9C-4EB5-93A6-E6502A926E65-57ba1146.jpeg "Data is the bedrock of any AI/ML project, and serves as the vital link between mathematical algorithms and real-world problems.") ### Generative AI in the medical domain: Not quite yet Why data is expensive Data is the bedrock of any AI/ML project, and serves as the vital link between mathematical algorithms and real-world problems. And yet, we often grapple with two common data-related challenges, which are the scar… Vladimir Kirilenko 05.06.2024 [Read more](https://www.digica.com/index.php?option=com_content&view=article&id=248:generative-ai-in-the-medical-domain-not-quite-yet&catid=27) ](https://www.digica.com/index.php?option=com_content&view=article&id=248:generative-ai-in-the-medical-domain-not-quite-yet&catid=27) [ ![software digitization image](https://www.digica.com/templates/yootheme/cache/9e/software-9e79e85c.jpeg "Front-end projects are growing larger and larger.") ### Front-end architecture: Facade Patterns and restricting libraries Front-end projects are growing larger and larger. Today almost every new application is created in browsers with JavaScript technologies. Unfortunately, good architecture and well structured code were always considered less important in… Michał Parysz 03.11.2024 [Read more](https://www.digica.com/index.php?option=com_content&view=article&id=228:front-end-architecture-facade-patterns-and-restricting-libraries&catid=27) ](https://www.digica.com/index.php?option=com_content&view=article&id=228:front-end-architecture-facade-patterns-and-restricting-libraries&catid=27) [ ![](https://www.digica.com/templates/yootheme/cache/3d/AdobeStock_571426637_black-3d198548.jpeg) ### Beyond chatbots: Expanding business horizons with Large Language Models In the modern business landscape, the quest for efficient, accurate and responsive digital interaction platforms is relentless. Companies are increasingly looking towards Large Language Models (LLMs) to enhance their customer se… Oskar Zaleski 02.28.2024 [Read more](https://www.digica.com/index.php?option=com_content&view=article&id=224:beyond-chatbots-expanding-business-horizons-with-large-language-models&catid=27) ](https://www.digica.com/index.php?option=com_content&view=article&id=224:beyond-chatbots-expanding-business-horizons-with-large-language-models&catid=27) [ ![](https://www.digica.com/templates/yootheme/cache/04/AdobeStock_282162560-0492015b.jpeg) ### AI and Climate Change: Harnessing Technology to Combat Environmental Challenges Climate change is creating an undeniable global crisis that requires immediate action from all sectors of society. As we confront the challenges posed by rising temperatures, extreme weather events, and the depletion of natural… Anna Paluszkiewicz 12.12.2023 [Read more](https://www.digica.com/index.php?option=com_content&view=article&id=217:ai-and-climate-change-harnessing-technology-to-combat-environmental-challenges&catid=27) ](https://www.digica.com/index.php?option=com_content&view=article&id=217:ai-and-climate-change-harnessing-technology-to-combat-environmental-challenges&catid=27) [ ![](https://www.digica.com/templates/yootheme/cache/d3/quantum_computi_1_1-d3ecb5d5.png) ### Synergizing Quantum Computing and AI: Correcting Quantum Errors in the Age of AI Quantum computers have attracted significant attention in recent years due to their vast potential to revolutionise various scientific, industrial and computing fields. With their ability to exploit quantum mechanics phenomena such as s… Mateusz Papierz 10.27.2023 [Read more](https://www.digica.com/index.php?option=com_content&view=article&id=214:synergizing-quantum-computing-and-ai-correcting-quantum-errors-in-the-age-of-ai&catid=27) ](https://www.digica.com/index.php?option=com_content&view=article&id=214:synergizing-quantum-computing-and-ai-correcting-quantum-errors-in-the-age-of-ai&catid=27) [ ![](https://www.digica.com/templates/yootheme/cache/96/AdobeStock_178031798-2-96325b8d.jpeg) ### The Impact of AI on the Automotive Industry The automotive industry has undergone a profound transformation over the years, with technological advancements driving innovation at an unprecedented pace. One of the most influential technologies shaping the future of vehicles is Art… Anna Paluszkiewicz 09.14.2023 [Read more](https://www.digica.com/index.php?option=com_content&view=article&id=211:the-impact-of-ai-on-the-automotive-industry&catid=27) ](https://www.digica.com/index.php?option=com_content&view=article&id=211:the-impact-of-ai-on-the-automotive-industry&catid=27) [ ![AI code of ethics image](https://www.digica.com/templates/yootheme/cache/5c/AdobeStock_292928684-5cc62146.jpeg) ### Navigating the Ethical Labyrinth: Unravelling the Complexities of AI Ethics Our world is experiencing rapid evolution, particularly in the realm of technology. AI stands out as one of the fastest-growing technologies, capturing the imagination not only of developers and scientists, but also of ordinary people… Joanna Piwko 08.30.2023 [Read more](https://www.digica.com/index.php?option=com_content&view=article&id=210:navigating-the-ethical-labyrinth-unravelling-the-complexities-of-ai-ethics&catid=27) ](https://www.digica.com/index.php?option=com_content&view=article&id=210:navigating-the-ethical-labyrinth-unravelling-the-complexities-of-ai-ethics&catid=27) [ ![](https://www.digica.com/templates/yootheme/cache/d3/AdobeStock_307460175-d3b40bcb.jpeg) ### How AI is transforming the semiconductor industry? The semiconductor industry stands as a driving force behind technological advancements, powering the devices that have become integral to modern life. As the demand for faster, smaller and more energy-efficient chips continues to grow… Anna Paluszkiewicz 08.14.2023 [Read more](https://www.digica.com/index.php?option=com_content&view=article&id=209:how-ai-is-transforming-the-semiconductor-industry&catid=27) ](https://www.digica.com/index.php?option=com_content&view=article&id=209:how-ai-is-transforming-the-semiconductor-industry&catid=27) [ ![](https://www.digica.com/templates/yootheme/cache/79/Neural_networks.brain-790b6eb1.jpeg) ### Edge AI in Medical Applications A practical use for object detection based on Convolutional Neural Networks is in devices which can support people with impaired vision. An embedded device which runs object-detection models can make everyday life easier for users with… Tomasz Rybarski 08.07.2023 [Read more](https://www.digica.com/index.php?option=com_content&view=article&id=184:edge-ai-in-medical-applications&catid=27) ](https://www.digica.com/index.php?option=com_content&view=article&id=184:edge-ai-in-medical-applications&catid=27) [ ![](https://www.digica.com/templates/yootheme/cache/95/AdobeStock_524826116_2-954b7008.jpeg) ### IoT for dummies: decoding the language of your smart building As smart home technology continues to evolve, our homes are becoming equipped with an increasing number of sensors, each capable of generating valuable data. From security systems and motion detectors to monitoring electricity and water… Karolina Warycha 07.17.2023 [Read more](https://www.digica.com/index.php?option=com_content&view=article&id=206:iot-for-dummies-decoding-the-language-of-your-smart-building&catid=27) ](https://www.digica.com/index.php?option=com_content&view=article&id=206:iot-for-dummies-decoding-the-language-of-your-smart-building&catid=27) [ ![](https://www.digica.com/templates/yootheme/cache/59/Testing-software-blog-5975541f.jpeg) ### Introduction to the art and science of testing in Data Science It’s been over 20 years since Test Driven Development (TDD) was introduced to the software development community. Since that time, TDD has become a standard best practice and, more importantly, it has saved countless hours for t… Stanisław Morawski 06.02.2023 [Read more](https://www.digica.com/index.php?option=com_content&view=article&id=202:introduction-to-the-art-and-science-of-testing-in-data-science&catid=27) ](https://www.digica.com/index.php?option=com_content&view=article&id=202:introduction-to-the-art-and-science-of-testing-in-data-science&catid=27) [ ![](https://www.digica.com/templates/yootheme/cache/c2/AdobeStock_280791155-c2fef82b.jpeg) ### Do you know when you don’t know something? We all have that one uncle in the family who knows the answer to every question. Even if that answer is often wrong. Let’s call him Uncle Bob. From politics to science, he confidently shares his opinion on every possible topic… Paulina Kieliba 04.24.2023 [Read more](https://www.digica.com/index.php?option=com_content&view=article&id=201:do-you-know-when-you-don-t-know-something&catid=27) ](https://www.digica.com/index.php?option=com_content&view=article&id=201:do-you-know-when-you-don-t-know-something&catid=27) [ ![](https://www.digica.com/templates/yootheme/cache/6a/Robot_2-6ac2967f.jpeg) ### Will AI replace CGI artists? Artificial intelligence is one of the fastest evolving science domains. It influences the route we take when we drive to work, how we use our phones and computers, what shopping we buy and what we will see in cinemas in the near future Igor Zatoń 03.16.2023 [Read more](https://www.digica.com/index.php?option=com_content&view=article&id=194:will-ai-replace-cgi-artists&catid=27) ](https://www.digica.com/index.php?option=com_content&view=article&id=194:will-ai-replace-cgi-artists&catid=27) [ ![](https://www.digica.com/templates/yootheme/cache/a5/zac-wolff-rv2ooDQuNuI-unsplash-a5e0d05f.jpeg) ### Why is everyone talking about ChatGPT? Thanks to science-fiction movies and books, the general public views AI as a creature that knows everything and can solve any problem better than we humans. In this vision, there is only one type of AI, which is General AI. Although wor… Joanna Piwko 03.03.2023 [Read more](https://www.digica.com/index.php?option=com_content&view=article&id=190:why-is-everyone-talking-about-chatgpt&catid=27) ](https://www.digica.com/index.php?option=com_content&view=article&id=190:why-is-everyone-talking-about-chatgpt&catid=27) [ ![](https://www.digica.com/templates/yootheme/cache/6b/Quantum_Machine_2-6b25fc2c.png) ### Quantum Machine Learning - hot or not? Image generated with Midjourney API, “Quantum Computing” The blogs so far have been based on facts and knowledge… Mateusz Papierz 01.27.2023 [Read more](https://www.digica.com/index.php?option=com_content&view=article&id=189:quantum-machine-learning-hot-or-not&catid=27) ](https://www.digica.com/index.php?option=com_content&view=article&id=189:quantum-machine-learning-hot-or-not&catid=27) [ ![](https://www.digica.com/templates/yootheme/cache/7b/AdobeStock_386009878_1-7bfb191b.jpeg) ### RADAR Santa Classifier (Christmas 22) Here goes a second edition of our special Christmas treat for you! (The first one was about Santa Classification using classical Computer Vision techniques. It not only was accurate - catching even the Grinch - but also… Sylwana Kaźmierska 12.23.2022 [Read more](https://www.digica.com/index.php?option=com_content&view=article&id=187:radar-santa-classifier-christmas-22&catid=27) ](https://www.digica.com/index.php?option=com_content&view=article&id=187:radar-santa-classifier-christmas-22&catid=27) [ ![Improving Productivity with AI](https://www.digica.com/templates/yootheme/cache/c3/computer_vision.ai-c3d8550b.jpeg) ### Improving Productivity with AI Application of Computer Vision in the Industrial Sector Inventory management is a key process for all industrial companies, but the inventory process is both time-consuming and error-prone. Mistakes can be very costly, and it i… Igor Zatoń 11.22.2022 [Read more](https://www.digica.com/index.php?option=com_content&view=article&id=185:improving-productivity-with-ai&catid=27) ](https://www.digica.com/index.php?option=com_content&view=article&id=185:improving-productivity-with-ai&catid=27) [ ![Feeding the World with AI](https://www.digica.com/templates/yootheme/cache/2a/world_ai_robot-2aa4c990.jpeg) ### Feeding the World with AI - a study in the use of Synthetic Data Increasing yields has been a key goal for farmers since the dawn of agriculture. People have continually looked for ways to maximise food production from the land available to them. 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