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…
AI Development in March 2026
Executive Summary March 2026 marked a consolidation phase in which “AI capability” increasingly meant operational capacity: models that can reliably act across tools, apps, and workflows—not just converse. Several leading labs shipped upgrades explicitly optimized for professional and agentic work (spreadsheets,…
AI Agent Startups Trends 2023–2026
Executive Summary Across January 2023 through February 2026, “AI agents” shifted from experimental LLM wrappers into a distinct product and investment category characterized by (a) tool-using autonomy, (b) workflow-native integration (CRM, ticketing, IDEs, finance/HR back office), and (c) a rapidly emerging governance and security…
The Rise of Generative UI Frameworks in 2025–26
Generative UI – user interfaces dynamically created or modified by AI agents – is emerging as the next major evolution in front-end development. Instead of returning only plain text that users must read and act on, modern AI systems can…
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.…
2026 Will Be the First Year of Enterprise AI
— Generative AI Is Moving into the Core of Organizations Generative AI has evolved at an astonishing pace over the past few years. Writing, summarization, translation, planning support, and programming assistance have reached a level that is already more than…
Does the Age of Local LLMs Democratize AI?
— Industrial Reorganization Triggered by Nemotron 3 and the Recurrence of Internet History 1. Nemotron 3 as a Turning Point NVIDIA’s announcement of Nemotron 3 carries significance beyond the release of yet another high-performance language model. What it fundamentally signals…
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…

































