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A white paper on the Enhancing AI Industry Stability and Mitigating Threats: The Necessity of Independent AI Supervision Institutions Author: Chang Han, Sungjin (James) Kim, Eun Seok Lee, Hansoo Lee, and Yung Kim Date: July 8, 2024 Table of Contents Introduction Issues of Uncertainty and Unreliability in AI Technology Construction Industry's Contractor-Supervisor Model The Need for Independent AI Supervision Institutions Roles and Responsibilities of AI Supervision Institutio

The following text has been translated from Korean to English using AssistAce . Sungjin (James) Kim, Ph.D. | LinkedIn  | YouTube Case Study of Translation LLM Fine-Tuning Introduction The technology of Large Language Models (LLMs) is advancing rapidly. There are various ways to utilize LLMs, including prompting, embedding, and fine-tuning. In this article, we will focus on fine-tuning, which requires a significant amount of GPU computing resources. While it is possible to sec

The following text has been translated from Korean to English using AssistAce . One of the easiest AI solutions to help with LLM (Language Learning Models) these days is the Summary feature. It is a feature useful for its ability to convert long or difficult to understand documents into short and easy to understand content. The feature is already widely utilized and easily accessed to summarize various types of documents such as news, PDFs, webpages, etc. Challenge As seen th

Sungjin (James) Kim, Ph.D. | LinkedIn Table of Contents Introduction The Structure and Operating Principle of the Transformer Encoder Operation Decoder Operation Types and Applications of Transformer-based LLMs Encoder-Only Approach Decoder-Only Approach Encoder-Decoder Approach Latest Methods Implications Introduction Generative AI (GenAI), including Large Language Models (LLMs), has seen significant advancements since the introduction of the transformer architecture[1]. Int

With OpenAI’s late successes and the widespread distribution of their own API, the concept of GPT wrappers has emerged as a popular tool for the tech industry. GPT wrappers are layers of software that provide a more accessible interface to interact with OpenAI's APIs. They simplify the process of integrating AI capabilities into applications, enabling even those with limited AI expertise to leverage the advanced functionalities of models like ChatGPT or DALL-E. With this piec

Status In the AI realm, the GPU landscape is starkly divided. The technological landscape is increasingly being divided into two distinct categories: 'GPU rich' and 'GPU poor'. This division, predominantly seen in the AI industry, is creating a significant gap in capabilities and advancements between different companies and regions. This gap is primarily due to the unequal distribution and accessibility of Graphics Processing Units (GPUs). Giants like Google, Microsoft, and M

Graphics processing units (GPUs) are specialized hardware devices that are designed to perform complex calculations for rendering graphics, such as 3D models, animations, and video games. GPUs are also used for other applications that require high-performance computing, such as artificial intelligence, machine learning, and cryptocurrency mining. However, in recent years, the demand for GPUs has far exceeded the supply, leading to a global shortage that has frustrated many co

Introduction: TecAce, a renowned leader in both the television and artificial intelligence industries, has consistently demonstrated an...

Artificial intelligence (AI) is a fast-growing and influential field of technology that can transform various industries and enhance human capabilities. Many companies are investing in AI research and development, aiming to create innovative products and services that can solve complex problems. Here are 10 of the most promising AI companies in 2023, based on their innovation, funding, valuation, and impact. OpenAI OpenAI is a non-profit research organization that aims to cre

In the recent case study discussion , we deliberated on numerous concepts and innovative strategies. Out of those, one stood out exceptionally, leading us to our next innovative journey. Today, we proudly unveil the culmination of our efforts: the proof of concept (PoC) for AssistAce News Summary. Initially conceptualized to fulfill a specific request from a distinguished client, the vast potential of the tool became evident to us. As valued contributors to our growing commun

Graphics processing units (GPUs) are specialized hardware devices that are designed to perform complex calculations for rendering graphics, such as 3D models, animations, and video games. GPUs are also used for other applications that require high-performance computing, such as artificial intelligence, machine learning, and cryptocurrency mining. There are two main companies that produce GPUs: Nvidia and AMD. Both companies have their own advantages and disadvantages, and cho

Introduction As we venture further into the digital age, the significance of Generative AI, specifically the LLM, in a multitude of sectors cannot be overstated. This cutting-edge technology offers revolutionary solutions for businesses, challenging conventional methods and heralding a new era of efficiency and innovation. From deploying AI-driven customer service chatbots to facilitating advanced data analytics, the introduction of Generative AI underscores its expansive pot

안녕하세요🥰 오늘은 ACE AI 프로젝트 PM LUKE님의 인터뷰를 가져왔습니다. 저희 팀장님을 하나의 키워드로 소개하자면, 따뜻한 마음을 가진 로봇 이라고 소개할 수 있을 것 같습니다🤖 저희 프로젝트의 개요에 대해 재미있게 풀어보려고 노력했으니까 집중해서 읽어주세요.☺️☺️ Stay focused  👋 오늘의 인터뷰는 여기서 마무리합니다. 다음 편은 개발팀 인터뷰 로 이어집니다. 많관부😎 ✏️ 테크에이스 채용은 원티드로 https://www.wanted.co.kr/company/30097 https://tecace.com/work

Paper Quilling /imagine prompt: a man on a rock looking out at the planets, paper quilling —v 5.2 Clay Render /imagine prompt: a man on a rock looking out at the planets, clay render —v 5.2 Bone Carving /imagine prompt: a man on a rock looking out at the planets, bone carving —v 5.2 Paper Cut /imagine prompt: a man on a rock looking out at the planets, paper cut —v 5.2 Stained Glass /imagine prompt: a man on a rock looking out at the planets, stained glass —v 5.2 Marble Statu

We live in an era overflowing with new information and knowledge. Among them, the ability to find and utilize information that we’re curious about or need is increasingly establishing itself as a crucial competitive advantage. Until recently, we relied on web searches, but now, with the emergence of chatbots based on large language models like ChatGPT (LLM-chatbots), the way we seek information is changing. This is because you can now directly ask LLM chatbots in natural lang

Introduction Midjourney styles are a category of design styles that are versatile and suitable for various mediums, such as digital illustrations, packaging design, and graphics. Midjourney is a generative AI that creates images based on text prompts. With Midjourney, you can easily create stunning visuals that can be used for a wide range of applications. Here are some Midjourney style prompts that you can use to get started: /Imagine prompt: a man on a rock looking out at t

안녕하세요👋 테크에이스 GX에서 프론트엔드 개발을 담당하고 있는 개발자 리아입니다. 웹 클라우드 개발팀에 참여한 지 얼마 되지 않은 것 같은데 벌써 2번째 프로젝트에 참여하게 되었습니다🎉🎉 학부 시절 강아지 견종을 분류하는 프로젝트 이후 AI라는 카테고리와 다시 마주할 일이 없을 줄 알았지만(?) 2023년 글로벌 트렌드인 AI를 그냥 지나칠 수 없었기에 프로젝트에 함께하게 되었습니다. 아래의 그래프를 보면 chatGPT가 작년 트렌드인 Meta-verse보다 압도적으로 많은 관심을 받고 있는 것을 알 수 있습니다. 구글트랜드 chatGPT💙 Meta-verse❤️ ✔️ 프로젝트 개요 OpenAI 4.0의 탄생에 따른 관심도가 증가하고 있는 분위기에서 AI서비스가 전문 인력의 수요를 대체할 수 있는 수단으로 부상하게 되었습니다. 우리 테크에이스는 기업이 원하는 안전한 솔루션에 대한 니즈 를 잘 충족시킬 수 있다는 자신감을 갖고 있었습니다.

BACKGROUND The customer was looking to start an LLM project but was in a time crunch. The current solution was to purchase Nvidia’s DGX...

Introduction Predictive analytics is changing the game for automotive manufacturers and engineers, helping them make data-driven decisions and gain a competitive edge. By using advanced algorithms and artificial intelligence (AI), predictive analytics can revolutionize how automotive companies operate, saving them money, time, and resources. This blog explores how predictive analytics transforms the automotive manufacturing sector, highlighting its economic benefits and poten