Retriva Showcases KOKOROE
2026-03-31 04:05:52

Retriva Showcases LLM Vulnerability Diagnosis App 'KOKOROE' at GENIAC-PRIZE Caravan

Retriva Showcases 'KOKOROE' at GENIAC-PRIZE Caravan



Retriva Inc., based in Toshima, Tokyo, is set to unveil its web application 'KOKOROE' at the GENIAC-PRIZE Caravan, scheduled for April 14, 2026, at the Shibuya Stream Hall in Tokyo. This initiative is a part of the NEDO prize-utilizing program aimed at enhancing the safety of large language models (LLMs).

About KOKOROE


As a collaborative development with its group company Manyo Inc., KOKOROE is designed to diagnose and improve the responses of LLMs. This web application allows users to provide simple guidelines that help ensure LLMs can be safely utilized according to specific purposes.

In recent years, the integration of generative AI has surged in various sectors due to its potential to enhance business efficiency and productivity. However, the safety of LLM outputs cannot be taken for granted. Responses that might encourage criminal activities or promote dangerous procedures in manufacturing, as well as misjudgments regarding pharmaceutical efficacy, pose unique industry-specific risks.

KOKOROE addresses these vulnerabilities by automating the diagnostic and enhancement processes based on user-defined guidelines, ensuring compliance with safety protocols across different sectors.

Background of Participation


Retriva prioritizes the secure and effective utilization of LLMs in enterprise operations, emphasizing both usefulness and safety in its research and development efforts. This dedication led the company to participate in the GENIAC PRIZE by developing technologies aimed at exploring and mitigating risks inherent in generative AI. The company aims to enhance the discourse surrounding AI safety while contributing to the overall improvement of safety standards across society.

GENIAC-PRIZE Caravan Details


The GENIAC-PRIZE, governed by the Ministry of Economy, Trade and Industry and the New Energy and Industrial Technology Development Organization (NEDO), is a contest designed to accelerate the societal implementation of generative AI. The program has identified four key themes for which applications are sought:
1. Transforming tacit knowledge into documented knowledge in manufacturing.
2. Enhancing productivity in customer support.
3. Streamlining audit processes in government agencies.
4. Developing risk exploration and mitigation technologies for ensuring generative AI safety.

The caravan will showcase first-hand accounts of these themes from winners and applicants, offering networking and interaction opportunities among participants.

Event Overview


  • - Event Name: GENIAC-PRIZE Caravan
  • - Date: April 14, 2026 (Tuesday), 10:00 am - 5:00 pm
  • - Venue: Shibuya Stream Hall
  • - Host: Commerce and Information Policy Bureau, Ministry of Economy, Trade and Industry
  • - Website: GENIAC-PRIZE

About Manyo Inc.


Manyo focuses on the essential 'human engineering skills' required in the AI era, providing specialized web application development support services utilizing Ruby on Rails.
  • - Location: Metropolitan Plaza Building 14F, WeWork, 1-11-1 Nishi-Ikebukuro, Toshima, Tokyo
  • - CEO: Yoshiko Oba
  • - Business: Construction and consulting of web-based information systems
  • - Website: Manyo

About Retriva Inc.


At Retriva, our motto is to 'support people with AI technology.' We deliver AI solutions for enterprises, utilizing LLMs and generative AI to create practical support systems including Retrieval-Augmented Generation (RAG) and AI agent development.
  • - Location: Metropolitan Plaza Building 14F, WeWork, 1-11-1 Nishi-Ikebukuro, Toshima, Tokyo
  • - CEO: Takuya Taguchi
  • - Business: Planning, development, and provision of enterprise solutions leveraging LLMs and natural language processing technologies.
  • - Website: Retriva

For Inquiries


Contact: Retriva Inc.
Email: [email protected]

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INFORMATION
Retriva is currently seeking new team members. Visit our recruitment page for more details.
Recruitment Website: Retriva Careers


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