Superb AI (CEO Hyunsoo Kim) , a vision AI all-in-one platform company, announced on the 8th that it has completed the registration of patents in Korea, the US, and Japan for data-centric AI and no-code AI technologies.
The newly registered technologies are "Superb Curate," a data curation solution, and "PEFT (Parameter-Efficient Fine-Tuning)," a lightweight fine-tuning technology. Both technologies are designed to address issues such as declining data quality, increased learning costs, and inflexibility in industrial applications.
Superb Curate automatically selects valid data for training from vast data sets, reducing the overall training data by up to 75% while improving model performance by 15%. PEFT technology adjusts only a few parameters of large AI models, reducing training costs and memory usage, and enables efficient model application in physical AI environments such as robots and edge devices.
In addition to this patent registration, Superb AI has also developed an industry-specific vision foundation model called "ZERO." ZERO can instantly detect new objects using text or image prompts and is designed to adapt quickly to changes in industrial settings. Patents have been filed in Korea, the US, and Japan, and a grant decision was received in Japan within a month of filing. Priority examinations are underway in Korea and the US.
These technologies, centered around Superb Curate, PEFT, and the Zero Model, build an integrated technology system encompassing AI development, learning, operation, field response, and continuous learning. Currently, Superb AI holds a patent portfolio of 63, with 22 patents filed in Korea, 19 in the US, 17 in Japan, and two in the EU, as well as three international applications.
Superb AI Chief Research Officer Kim Gye-hyun said, “We have developed our technology based on the philosophy that the success or failure of an AI project depends on the quality of data. The fact that we have simultaneously registered patents in the U.S. and Japan, which have strict review standards, means that our technological sophistication has been recognized in the global market.” He added, “We will continue to develop our technology to strengthen our global competitiveness.”
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