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,…

GPT-5.4 and the March 2026 ChatGPT Upgrade Cycle: Official Release, Media Narratives, and Real-World Reactions

Introduction On March 5, 2026 (US time), OpenAI released GPT-5.4 across three surfaces at once: ChatGPT (as “GPT-5.4 Thinking”), the OpenAI API (as gpt-5.4), and Codex. In the same rollout, OpenAI also introduced a higher-end variant, GPT-5.4 Pro (gpt-5.4-pro), positioned for maximum performance…

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…

Will OpenAI Prism accelerate scientific research?

1) Official announcements (what OpenAI says Prism is) What it is Launch details & availability Stated goals Capabilities OpenAI highlights (feature-level)From OpenAI’s launch post and product page, Prism is presented as supporting: Integration with other OpenAI products 2) Media coverage…

Considering AI and Communism

The only way to prevent a post-AI society from becoming a dystopia seems to be whether the elites are willing to give up their advantages and participate in making fair and substantial contributions to society. Question (by Kunihiro Tada) I…

Order in the Age of AI

— Neither a Workless Utopia nor a Simple Control Society — 1. Problem Statement: Will AI Liberate Civilization, or Hollow It Out? With the rapid advancement of AI, humanity has entered a phase in which a society “able to live…

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.…

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Why Conceptual Investigation?
AI Development in March 2026
GPT-5.4 and the March 2026 ChatGPT Upgrade Cycle: Official Release, Media Narratives, and Real-World Reactions
AI Agent Startups Trends 2023–2026
The Rise of Generative UI Frameworks in 2025–26
Will OpenAI Prism accelerate scientific research?
Considering AI and Communism
Order in the Age of AI
Where Should AI Memory Live?
2026 Will Be the First Year of Enterprise AI
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