People working in diverse fields like the arts, finance, and politics, not to mention IT, are coming to their desks to learn how to utilize AI models in their business. This is because AI is the most attractive and competitive technique for a great variety of people around the world. AI models reveal your secrets […]
Synthetic Data – Many people believe that synthetic data is only needed when the amount of real data is small. However, that is a misunderstanding of data. Synthetic data has value beyond being a supplement to real data. In this post, I will talk about three necessities and three advantages of why artificial generated data […]
In the rapidly advancing landscape of artificial intelligence (AI), securing quality training data has become a paramount concern. The axiom “To build a good AI model, you need good training data” holds truer ever. The results produced by AI models are heavily influenced by the quality and characteristics of the training data. One significant challenge […]
Safety There is a risk of privacy leakage when using real datasets for AI learning. To prevent this, a method has emerged to create and use synthetic data instead of real data. Synthetic data does not directly expose sensitive information in real datasets, so it is actively used in many fields containing sensitive personal information, […]
Synthetic data is gaining attention as a substitute that can complement actual real data. Often, Real data available for use is biased or restricted due to security reasons. Synthetic data has the advantage of protecting the privacy of original data and diversifying datasets, thus contributing to research and learning. Let’s take a look at the […]
To build a good AI model, you need good data. Good data is hard to come by, and Cubig can solve that problem.
Data quality is everything for AI Yes, data quality itself doesn’t solve all your problems at once. You also need to learn how to deal with the data and obtain necessary skills to transform it into the specific form for the sake of AI models. But no matter what you intend to do with any […]
Today, many industries are striving to integrate AI into their systems and technologies. Business competitiveness increasingly hinges on the ability to predict consumer demand and provide personalized services. A well-trained AI model can achieve this with speed and accuracy, so making AI investment is becoming a key focus for business advancement. However, implementing AI is […]
Leading the way in data innovation, CUBIG utilizes differential privacy to craft synthetic datasets with up to 99% statistical value compared to the original data. This unparalleled statistical value significantly enhances AI engine training performance, resulting in outstanding outcomes. Our sythetic datasets maintain statistica value nearly indistinguishable from original data, enabling customers to effectively train […]
In the era of rapid technological advancement, the synergy of big data and AI promises groundbreaking transformations in various aspects of our lives. However, with these advancements come new challenges, especially concerning the protection of user privacy admist the colossal data collection for AI traning. This is where the sptlight turns to the emerging field […]