Where Should AI Memory Live?
A Loose-Coupled Architecture for GPT-6 and Associative Knowledge Engines Abstract With the emergence of GPT-6–class models offering persistent, personalized memory, the question of where AI memory should reside becomes a central architectural and governance issue—especially for enterprise and organizational use.…
AI Governance in Corporate AI Utilization: Frameworks and Best Practices
Executive Summary 1. Definition and Purpose of AI Governance In a corporate context, AI governance refers to the established set of processes, policies, and organizational structures that guide how AI systems are developed and used, to ensure they align with…
AI Mentor and the Problem of Free Will
—How Far Can Human Consciousness Be Externalized?— 1. Prologue: AI as a Mirror of the Mind What humanity entrusts to artificial intelligence is not mere automation or efficiency.It is, more profoundly, the externalization of self-understanding—a continuation of the ancient project…
The AI Bubble Collapse Is Not the The End — It Is the Beginning of Selection
— Reading the Coming AI Transition Through the Lens of the Internet Revolution In 2025, financial institutions and technology analysts around the world are warning of an “AI bubble collapse.” Stock prices of generative-AI firms swing violently, hype cycles rise…
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,…
Global AI Development Summary — September 2025
September 2025 underscored a turning point: the phase of foundational breakthroughs is giving way to one of deployment, governance, and societal integration. Advances in technology, infrastructure, policy, and strategy are now unfolding in parallel—spotlighting both opportunity and risk. Below is…
ConceptMiner -Creativity Support System, Integrating qualitative and quantitative data to create a foundation for collaboration between humans and AI
Mindware Research Institute is currently developing a SaaS called ConceptMiner. This system obtains embeddings from text chunks describing entities collected according to arbitrary topics, models them using its own fuzzy growth batch neural gas + MST (minimum spanning tree), and…
The Evolution of AI and Creativity: Insights from Yuval Noah Harari and Hikaru Utada on Art, Music, and Human Emotion in the Age of Artificial Intelligence
In a compelling and thought-provoking conversation at the Freud Museum in London, historian and philosopher Yuval Noah Harari sat down with acclaimed Japanese singer-songwriter Hikaru Utada to explore the evolving relationship between artificial intelligence (AI), creativity, and human emotion. Their…
AI-related news from June 11 to June 20, 2025
📌 1. Data Centers and the Water Crisis in England Due to the rapid expansion of AI infrastructure, data centers are consuming vast amounts of water for cooling. The UK Environment Agency warned that undisclosed water usage by these centers…
AI-Assisted Coding Tools in 2025: A Comparative Analysis for SaaS Teams
The past two years have seen rapid advancements in AI pair-programming assistants. Tools like GitHub Copilot, Amazon CodeWhisperer, Tabnine, OpenAI’s Codex CLI, Anthropic Claude, DeepSeek, and emerging systems (e.g. Google’s Gemini-powered AlphaEvolve) are transforming software development. Below we present a…






























