Провідні тренди ШІ у 2025

Artificial Intelligence (AI) will continue to evolve in 2025, having an ever-increasing impact on our daily lives and business operations. The key AI trends show how this technology is reaching new heights. Here, we discuss some core developments that will shape the future of AI.

1. Agentic AI: Independent and Decisive AI

Агентний ШІ refers to systems capable of making independent decisions within predefined boundaries. In 2025, AI systems are becoming increasingly autonomous, with applications in areas such as autonomous vehicles, supply chain management, and even healthcare. These AI agents are not just reactive but also proactive, thereby relieving human teams and increasing efficiency.

2. Обчислення часу висновку: Оптимізація рішень у реальному часі

With the growth of AI applications in real-time environments, such as speech recognition and augmented reality, inference time compute becomes a crucial factor. In 2025, significant attention will be paid to hardware and software optimisations to make AI models faster and more energy-efficient. This includes specialised chips like Tensor Processing Units (TPUs) and neuromorphic hardware that support inference with minimal latency.

3. Надвеликі моделі: ШІ наступного покоління

Since the introduction of models like GPT-4 and GPT-5, very large models continue to grow in size and complexity. In 2025, these models will not only be larger but also optimised for specific tasks, such as legal analysis, medical diagnostics, and scientific research. These hyper-complex models deliver unprecedented accuracy and contextual understanding, but they also present challenges in terms of infrastructure and ethics.

4. Надмалі моделі: ШІ для периферійних пристроїв

On the other end of the spectrum, we see a trend of very small models specifically designed for edge computing. These models are used in IoT devices, such as smart thermostats and wearable health devices. Thanks to techniques like model pruning and quantisation, these small AI systems are efficient, secure, and accessible for a wide range of applications.

5. Розширені сценарії використання: ШІ 

AI applications in 2025 go beyond traditional domains like image and speech recognition. Consider AI supporting creative processes, such as fashion design, architecture, and even music composition. Furthermore, we see breakthroughs in domains like quantum chemistry, where AI assists in discovering new materials and medicines. This also extends to the management of complete IT systems, software development, and cybersecurity.

6. Майже нескінченна пам'ять: ШІ без меж

Through the integration of cloud technology and advanced data management systems, AI systems gain access to what feels like an infinite memory. This enables the retention of long-term context, essential for applications such as personalised virtual assistants and complex customer service systems. This capacity allows AI to provide consistent and context-aware experiences over longer periods. In fact, the AI remembers every conversation it has ever had with you. The question is whether you want that, of course, so there must also be an option to reset parts or the whole thing.

7. Доповнення «Людина в циклі»: Співпраця зі ШІ

Although AI is becoming increasingly autonomous, the human factor remains important. Human-in-the-loop augmentation ensures that AI systems are more accurate and reliable through human supervision in critical decision-making phases. This is especially important in sectors like aviation, healthcare, and finance, where human experience and judgment remain crucial. Strangely enough, trials with diagnoses by 50 doctors show that an AI performs better, and even performs better alone than when assisted by an AI. We must therefore primarily learn to ask the right questions.

7. Міркувальний ШІ

With the arrival of O1, OpenAI took the first step towards a reasoning LLM. This step was quickly overtaken by O3. But competition is also coming from an unexpected corner: Deepseek R1. An open-source reasoning and reinforcement learning model that is many times cheaper than its American competitors, both in terms of energy consumption and hardware usage. As this directly impacted the stock value of all AI-related companies, the tone for 2025 has been set.

How NetCare Can Help with This Topic

NetCare has a proven track record in implementing digital innovations that transform business processes. With our extensive experience in IT services and solutions, including managed IT services, IT security, cloud infrastructure, and digital transformation, we are well-equipped to support companies with their AI initiatives.

Our approach includes:

• Консалтинг та розробка стратегії: Ми співпрацюємо з вашою командою для визначення можливостей ШІ, які відповідають вашим бізнес-цілям, та розробляємо індивідуальну стратегію для успішної реалізації.
• Аналіз та управління даними: Допомога у зборі, аналізі та управлінні даними, що є критично важливим для ефективних рішень на базі ШІ.
• Розробка та інтеграція рішень ШІ: Проектування та інтеграція рішень ШІ, адаптованих до ваших потреб, чи то автоматизація процесів, взаємодія з клієнтами чи прийняття рішень.
• Навчання та підтримка: Хоча ми самі не проводимо навчання, ми допомагаємо в його організації в рамках програми

Setting Goals

When implementing AI, it is important to set clear and achievable goals that align with your overall business strategy. Here are some steps to help you define these goals:

1. Визначення потреб бізнесу: Визначте, які сфери вашої організації можуть отримати переваги від ШІ. Це може варіюватися від автоматизації повторюваних завдань до покращення взаємовідносин з клієнтами.
2. Оцінка наявних ресурсів: Оцініть технологічні та людські ресурси, доступні для впровадження ШІ. Чи має ваша організація відповідну інфраструктуру та навички?
3. Встановлення конкретних та вимірюваних цілей: Сформулюйте чіткі цілі, наприклад, «зменшити час обробки даних на 30% протягом шести місяців».
4. Визначення KPI та методів вимірювання: Визначте, як ви будете вимірювати прогрес та успіх ваших ініціатив у сфері ШІ.
5. Впровадження та Оцінка: Реалізуйте стратегію ШІ та регулярно оцінюйте результати для внесення коригувань з метою постійного вдосконалення.

By following these steps and collaborating with an experienced partner like NetCare, you can maximise the benefits of AI and position your organisation for future success.

Висновок

The AI trends in 2025 show how this technology is becoming increasingly interwoven with our daily lives, solving complex problems in ways that were unthinkable just a few years ago. From advanced agentic AI to near-infinite memory capacity, these developments promise a future where AI supports, enriches, and enables us to push new boundaries. Be sure to also read the fascinating news about the new LLM from OpenAI O3