Technology has gone through an extraordinary period of transformation in the last decade, and the predictions for 2024 point to an unprecedented level of sophistication, especially thanks to Artificial Intelligence (AI). This technological advancement is expected to have a major impact on various sectors. What developments and directions does the near future hold for us in the field of AI?
Federated machine learning
Federated Machine Learning is emerging as a revolution in terms of data privacy and security during the training process of artificial intelligence models. Instead of sharing data directly, learning is spread across several devices or servers, thus ensuring that sensitive information is stored in its proper place. This methodology is of particular importance in sensitive sectors such as healthcare and banking, where data privacy is crucial.
Understanding Artificial Intelligence
Understanding Artificial Intelligence decision-making is crucial to gain people’s trust. In 2024, we will see significant advancements in the transparency of technological decision-making. Advanced techniques and methodologies will make it possible to clearly explain why an algorithm has made a specific decision. This transparency will be essential for adoption in critical areas, such as healthcare and law, where the understandability of AI decisions is crucial.
Process Automation in 2024
The growth of process automation through robots and virtual agents is expected to be a rising trend. This phenomenon will transform key sectors such as manufacturing and finance, where collaborative robots will work alongside humans to enhance efficiency and accuracy in repetitive and complex activities.
AI and cybersecurity
As cyber threats become more complex, artificial intelligence will play a key role in detecting and responding to them. Artificial intelligence systems will be able to detect patterns and anomalies that could identify potential security threats, thus helping to protect critical data and systems.
Ethics and technological governance
As AI becomes more and more embedded in our society, it becomes essential to establish norms and standards for its responsible use. In 2024, an increased focus on AI ethics and governance is
expected. This commitment will ensure a responsible use of technology and respect for individual rights.
Impact on key sectors:
· Health: artificial intelligence will enable assisted diagnosis and personalised treatment, improving medical care.
· Cybersecurity: advanced artificial intelligence solutions will protect data and systems from cyber threats.
· Robotic process automation (RPA): sectors such as finance and manufacturing will see increased efficiency thanks to automation.
· E-commerce: artificial intelligence will tailor the customer experience, improving recommendations on products.
· Data management and analysis: AI tools will provide real-time insights to make more informed decisions.
· Transport and logistics: path optimisation and inventory management will benefit from AI.
A gamble for open source
The open source community will play a key role in the development of AI in 2024, driving standards, accessibility, specialisation and innovation.
The Complexities of Technological Infrastructure
The wide adoption of Artificial Intelligence presents significant challenges to the technology infrastructure, including the need to scale in order to handle large volumes of data, to optimise the energy efficiency of data centres and to ensure security against cyber attacks.
Innovery is clearly on the front line of this transformation. Thanks to our expertise in security, process automation and the development of technological tools, we are ready to meet the challenges of the future.
Etica e regolamentazione
The evolution of the Artificial Intelligence regulation will move towards stricter standards, accountability and certifications. This development aims to ensure that the technology is used in an ethical and responsible manner.
The future of AI in 2024 is welcoming us with excitement and a wide range of possibilities. Through scrupulous attention to ethics, regulations and innovation, AI can become a transformative force for the future well-being of society. Let us continue to follow these dynamic trends with interest and
prepare to dive into this futuristic technological landscape. If you would like to learn more about our AI solutions and projects, we are available for any further information!