1. Generative AI – Technology Revolution
Generative AI, or Generative AI, is the biggest trend at technology conferences in 2024. This is a type of AI capable of creating new content, from text, images, music to programming code. In 2023, generative AI made a splash with tools like ChatGPT, DALL-E, and Stable Diffusion, but 2024 is expected to see even stronger growth as businesses begin to adopt AI. generated in production and business processes.
Companies are leveraging Generative AI to create marketing content, improve customer service, and even build digital products. According to a McKinsey survey, businesses using generative AI in supply chain and inventory management saw revenue increases of up to 5%, while areas such as marketing and sales also saw increases. similar.
This trend opens a new era for AI in the field of content creation. Instead of just supporting analysis and prediction, AI can now directly participate in the process of creating innovative products.
2. AI Model Optimization – Solution to Rising Hardware Costs
As hardware costs rise and GPU supply becomes scarce, companies are turning to smaller but more efficient AI models. This not only saves costs but also addresses privacy and data security issues.
The trend of optimizing AI models helps businesses deploy AI on small devices such as smartphones or IoT systems. Running models directly on user devices helps avoid the data privacy risks of having to send data to the cloud. This is especially important in areas such as healthcare, finance, and sensitive data management.
One of the important optimization methods is Low Rank Adaptation (LoRA), a technique that allows reducing the number of parameters in the model without losing performance. Combined with Quantization techniques, AI models can significantly reduce size and hardware requirements while still maintaining high accuracy.
3. Enhance AI in Business Data Analysis
Data analytics is becoming one of the most powerful AI applications in business. Today’s AI tools not only help analyze data quickly, but also provide predictive solutions, optimize business processes and improve marketing strategies.
At 2024 technology conferences, AI in data analytics will continue to be a big highlight. With the ability to process huge amounts of data, AI is supporting businesses in data-driven decision making, supply chain optimization, and customer relationship management (CRM). According to IBM research, smaller and easier to deploy AI models will help more businesses access this technology, especially in the small and medium sector.
4. AI in Healthcare
Healthcare is one of the fields that will be most strongly revolutionized by AI in 2024. AI models are currently being applied to analyze medical images, predict diseases, and support doctors. physician in diagnosis and treatment. In 2024, AI is expected to be more deeply involved in personalizing treatment for each patient, based on genetic and behavioral data.
Technology companies are developing AI solutions capable of analyzing medical data from smart wearables, helping users monitor their health and receive early warnings of potential problems. This helps improve the quality of medical care and reduce the burden on traditional medical systems
5. Responsible Artificial Intelligence – Ethics and Legality
In the context of strong AI development, issues of ethics and legal liability are becoming major concerns. At the 2024 technology conference, experts will continue to discuss the development of regulations and ethical standards for AI deployment, especially in sensitive fields such as healthcare, finance and network security.
Generative AI, while bringing many benefits, also comes with risks in terms of intellectual property rights and data security. Companies will need to find ways to address these challenges through data protection and intellectual property management measures. In particular, issues such as biased data and unexplained AI models will be key topics in discussions about responsible AI.
6. AI Trends in E-Commerce
E-commerce is one of the industries that is benefiting the most from AI. At technology conferences in 2024, the trend of using AI in personalizing shopping experiences, predicting consumer behavior and optimizing supply chains will continue to grow strongly.
AI is helping e-commerce companies analyze consumer shopping behavior, thereby providing suitable product recommendations and improving customer experience. In addition, AI also helps automate inventory management processes, demand forecasting and shipping optimization, helping to reduce costs and improve business performance.
Related Posts
