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LLM development at the highest level in Japan. What are the challenges faced by a research team devoted to improving accuracy?

LLM development at the highest level in Japan. What are the challenges faced by a research team devoted to improving accuracy?

Thank you for taking the time to talk to us today. First of all, can you briefly introduce yourself?: Mr. Sekine: I have been researching natural language for 35 years, and am currently involved in the development of a Japanese LLM at the RIKEN Center for Advanced Intelligence Project (RIKEN AIP). After graduating from the Tokyo Institute of Technology, I joined Matsushita Electronics (now Panasonic). After conducting various research there, I earned a doctorate from New York University and served...

Search real estate all over the world at once using satellite data. What kind of future will “WHERE” make possible?

Search real estate all over the world at once using satellite data. What kind of future will “WHERE” make possible?

We used harBest to create training data for object detection/annotation and we succeeded in accelerating AI development. What you’ll learn about in this article: ・Satellite images & AI project challenges and solutions・The importance of quality control in annotation data We spoke to Mr. Imagawa of ‘Penetrator’ a startup company from JAXA whose vision is to solve real estate issues from space. First of all, can we ask what your company does? We are creating, in collaboration with JAXA, a product...

“I started developing AI behind the scenes at a television station. Now I want to spread this throughout the company”

“I started developing AI behind the scenes at a television station. Now I want to spread this throughout the company”

An initiative by developers who have been involved in TV station broadcasting systems and video analysis to detect abnormalities using AI. In this article you will learn about: ・Using datasets in developing anomaly detection AI・Entertainment industry & AI project launch history We spoke to Mr. Kawashima from Fujimic, who has won Idea Contest awards for building systems that use generative AI. First of all, could you tell us what your company does? We develop and operate business systems and core...

Achieve efficient form management by utilizing AI data. The secret to the success of ‘PATPOST’

Achieve efficient form management by utilizing AI data. The secret to the success of ‘PATPOST’

Please tell us a little about your company Orix Group is a group of companies that develops businesses in areas as diverse as corporate finance, industrial/ICT equipment, environmental energy, automobiles, real estate, business investment, concession, banking and life insurance. I belong to the Orix Digital Strategy Promotion Office which provides new services that use digital technology. I’ve been particularly involved in the PATPOST service, released in May 2023, which had 1,500 companies as users (as of July 2024, including free...

Streamlining Development After Successful Outsourcing of High-Volume Annotation Work

Streamlining Development After Successful Outsourcing of High-Volume Annotation Work

[Interview with Mr. Odamaki, head of development, at RICOH] Please give us an overview of your company’s business and department. RICOH focuses on digital services that complement office-related products and systems. I belong to the SmartVision Business Center, which was originally a digital camera department. RICOH has a long history of cameras, but around the time the iPhone came out, digital camera manufacturers were required to change their business model, and we embarked on the development of the THETA spherical...

How Leading AI Vendors Handle Essential Training Data for Generative AI

How Leading AI Vendors Handle Essential Training Data for Generative AI

Using the harBest platform to accelerate AI development. Please tell us about LightBlue! Certainly! Lightblue’s business is centered around two primary areas: “human sensing technology,” which primarily involves image processing for human subjects, and “LLM development utilizing natural language processing,” which has seen significant growth and adoption in recent years. Our human sensing technology, particularly image analysis, addresses critical needs across various industries. Our developments are tailored for applications in construction sites and factories, focusing on safety management and understanding...

Micro Control Systems: AI “Visualizing” Factories to Enhance Manufacturing

Micro Control Systems: AI “Visualizing” Factories to Enhance Manufacturing

The accuracy of training data is still a challenge. How can “harBest” be utilized to break away from the humanized annotation? Please give us an overview of your business! Micro Control Systems develops its own products by taking advantage of its strengths in electronic components, board mounting, and manufacturing. Our products include LED lighting for a major machine tool manufacturer and room lamps with timers for a major car sharing service. Your company is located in Nagano, right? APTO is...

harBest Boosts MiiTel’s AI Speech Recognition

harBest Boosts MiiTel’s AI Speech Recognition

[Interview with RevComm Head of Development, Mr. Hashimoto] Highly quality training data is the foundation of highly accurate speech recognition AI. How is the data creation process carried out? May I ask you about your company’s business profile? RevComm’s mission is to “reinvent communication and create a society where people care about each other,”. We provide an IP phone service called “MiiTel,” which is equipped with voice analysis AI. MiiTel is software, not a device, so all you need is...

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