Published: How to Bring Generative AI, Multimodal AI, and Physical AI to the Field — enableX on Breakthroughs in Implementation [Part 1]

enableX Inc. has released a dialogue video on YouTube between Executive Director Mr. Komura and Technical Research Advisor Mr. Doku.

Video Overview

Two frontline practitioners deep-dive into the latest technology trends and practical challenges in social implementation of AI. Drawing on enableX's track record of 20 to 30 AI projects annually, the conversation delivers concrete perspectives for raising real-world effectiveness — covering the current state of LLMs and multimodal AI, the operational application of personalization technologies, hands-on insights into fine-tuning, and the importance of "Human-in-the-Loop" so that humans and AI can grow together.

Key Topics

• The backdrop to the release of the AI Social Implementation White Paper, and the challenges surfaced through frontline voices
• The next-generation industrial transformation opened up by multimodal AI and physical AI
• Implementing "personalization technology" optimized to user roles and attributes
• Applying RAG (Retrieval-Augmented Generation) to specialized domains such as healthcare and legal
• RLHF and SFT — two approaches to fine-tuning and their respective effects
• "Human-in-the-Loop" — how humans drive AI growth, and cultivating a culture of feedback
• Addressing personal information protection and privacy in operational data utilization

Speakers

Talent

小村 淳己

DeepTech Executive Director

日米欧のAI企業・コンサルでAIチームを立ち上げ。AI実装のプロフェッショナル

Latest insights from this author

We Delivered a Lecture on the Theme "How Do We Reproduce Human Thought and Sensibility with AI?"To the Front Lines of AI Social Implementation — Interview with Komura, Head of the Technology Team

Talent

グェン トアン ドゥク

技術顧問

東大博士。LLM開発とAI社会実装のパイオニア

▶ Watch on YouTube: https://youtu.be/hFfoR8yVrvE?si=8dc9hn4weW62ATN8

▶ Part 2 is available here: https://youtu.be/JGUPmY82jlU?si=bn-E4D713MRlrn4w