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Korea’s leading artificial intelligence platform company, ‘Maum AI’, is participating in AI EXPO KOREA 2023… Developing the essence of ‘AI Fine Tuning’ tailored for companies!

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Maum AI, Korea’s leading AI platform company that implements its own AI service by combining a super-large language model with a diverse AI and Maum orchestra, will host Asia’s largest AI service at COEX, Seoul from the 10th to the 12th. Participates in the ‘6th International Artificial Intelligence Show’ hosted by AI Human, which performs various tasks and services, and directly demonstrates platforms and services refined to five major AI engines, and shares related insights with open the chapter

On the 5th, Maum AI changed its name to ‘Maum AI (formerly Minds Lab)’ in order to establish itself as a leading artificial intelligence platform company in Korea and to accelerate the global AI market. We accelerate deeper research and development , and based on this, we continue our journey as a dynamic AI company through various AI products and services.

    Bird's eye view of Maum AI's 'AI EXPO KOREA 2023' booth
Bird’s eye view of Maum AI’s ‘AI EXPO KOREA 2023’ booth

In this ‘AI EXPO KOREA 2023’, Maum AI offers three core business models suitable for an artificial intelligence company, a finetune train service for five major artificial intelligence machines, and diverse and diverse industries Introducing AI solutions and services .

As a core business model ▶ ‘Finetune Train’ takes a pre-trained model and retrains some layers of that model to perform a specific task (beauty, law, etc.) say to do It gets better performance by retraining some layers to fit a new data set (personal customer data). High performance can be achieved with a small amount of data, and performance is further improved when more data is used.

In addition, ‘AI Model Inference’ is an important step to apply the learned model to a real business, and unlike the learning step, it is key that this process must be carried out in real time. Thanks to Maum AI’s excellent technology, it is possible to collect data in real time in the real environment.

Of course, classification, prediction, or Human AI operates in multimodal ways. To operate efficiently, the AI ​​cloud platform needs to optimize the model’s performance, speed, and memory usage. Challenging journeys that are difficult or likely to fail in other companies are entirely possible at Maum AI, which has built state-of-the-art technology in the country.

▶ ‘Human AI (Artificial Human Intelligence) M3’ is more human-like than before. Human AI is combined in different ways through five core engines (visual, auditory, voice, face, natural language), so interacting with humans is more flexible and natural. Through this, it is possible to provide more human communication and a more satisfying customer experience (UI / UX) by following human emotions, preferences and opinions. We provide human AI services that provide a more convenient, efficient and innovative customer experience (CX) for companies that have difficulty hiring employees or need to work 24 hours a day, 365 days a year.

Mind AI Artificial Intelligence Human Overview
Mind AI Artificial Intelligence Human Overview

Specifically, a GPT building model for businesses that learns industry- and domain-specific information in the ChatGPT algorithm, the world’s leading AI topic, and does not care about information leakage ▶ ‘maum-GPT’ and AI model productive and large AI services and businesses can be easily developed using a language model (LLM) Provide new artificial intelligence models and services.

Through a platform that is an AI application program interface connector (API connector) that can be combined with about 40 self-developed global SoTA (State of The Art) level AI engines and external engines, this platform provides AI customer advisors customized, AI. caregivers, It manufactures and supplies artificial humans such as AI security guards and AI stenographers.

As such, in this exhibition, you can experience and demonstrate artificial intelligence directly in our lives and companies implemented with various AI platforms and Maum AI services. In addition, Maum AI was selected as a super-large artificial intelligence API service provider for two consecutive years, and during the demonstration period, the cost of super-large AI services (including cloud computing usage fees) was supported as GPT for enterprises. by government support for super-large companies that require AI. Through consulting, it is possible to introduce various AI applications such as LLM, voice recognition (STT), voice generation (TTS), and face generation (STF), in as well as our corporate chat the company itself GPT without information leakage.

Image of a qualitative comparative study of the ZSSS method on PASCAL VOC 2012 Maum AI and MS COCO 2017 test images (Image: paper hold)
Image of a qualitative comparative study of the ZSSS method on PASCAL VOC 2012 Maum AI and MS COCO 2017 test images (Image: paper hold)

Meanwhile, Maum AI greatly contributed to the creation of Korea’s artificial intelligence ecosystem and contributed to Korea’s artificial intelligence ‘Exobrain’ project, which completed a 10-year long journey in February (supervising 1 detailed task), and was in 2021), a study on ‘speech conversion model (Assem-VC) applied to singing voice for voice adaptation’ and ‘diffusion probability model for neural audio upsampling’ were presented at INTERSPEECH 2021, the world’s leading speech signal processing society.

In particular, as research on ‘zero-shot segmentation that recognizes unlearned objects’, which is the basis of multimodal generative AI, he proposed an innovative approach that can solve the problem of expensive labeling costs. The results of this research were published in the global academic journal ‘Pattern Recognition Letters (PRL)’ last year.

Maum AI changed its name on the 5th after listing IPO in 2021. Currently, with about 130 employees with branches in 4 countries, we strive to strengthen our R&D and AI learning capabilities and expand the world market -eang. We are accelerating our entry into the global AI unicorn with a dynamic AI company, such as research on the Reinforcement Learning from Human Feedback Pipeline (RLHF) which improves LLM performance with the Alberta Machine Intelligence Institute.