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Integrated AI After the LLM Boom

Executive summary Detailed research report for article writing Background and context. Neural AI’s achievements remain extraordinary. Frontier models now write and summarize text, generate and debug code, handle multimodal inputs, and in many products invoke external tools, search the web, or…

Why Conceptual Investigation?

Kunihiro Tada / Mindware Research Institute A Methodology for Thinking in the Age of Innovation We are living in the midst of a profound wave of innovation.Technological advances—especially in AI—are transforming not only industries, but the very structure of reality…

KJ Method Resurfaces in AI Workslop Problem

To solve the AI ​​Workslop problem, an information organization technique invented in Japan in the 1960s may be effective. Kunihiro Tada, founder of the Mindware Research Institute, says that by reconstructing data mining technology in line with the KJ method,…

Neuromorphic Computing: Can It Play a Role in Mainstream AI Development?

Neuromorphic computing, inspired by the structure and functionality of the human brain, has shown promise in energy efficiency and parallel processing. However, it has yet to make a significant impact in the mainstream AI development currently dominated by large-scale models…

The AI Arms Race: Insights from Scale AI CEO Alexandr Wang

In a riveting discussion, Alexandr Wang, founder and CEO of Scale AI, sheds light on the competitive landscape of artificial intelligence between the U.S. and China. He shares insights on AI model performance, the need for infrastructure, and the future…

Stargate Project Takes Off: A Groundbreaking AI Infrastructure Initiative

On January 23, 2025, global technology leader SoftBank Group and AI pioneer OpenAI officially announced the launch of their joint venture, “Stargate,” aimed at building next-generation AI infrastructure. With a total investment of $38 billion (approximately ¥5.94 trillion), this monumental…

AI-Driven Restructuring in R&D Sectors

Companies across various industries are undergoing significant restructuring of their research and development operations, driven by AI advancements. Notably, firms like SAP and Intel are investing heavily in AI while reducing traditional roles, highlighting a shift towards AI-centric business models.…

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Why Conceptual Investigation?
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