Business

This article explains how to apply unit economics (LTV/CAC) concepts to talent strategy and build sustainable competitive advantage in knowledge-intensive businesses. Using real examples from an AI training company, it examines the economic rationality of talent investment and long-term growth models.

An exploration of the social transformation brought by autonomous driving from urban design and lifestyle perspectives. In Tokyo after Level 4/5 implementation, real estate may become 'mobile property,' potentially transforming transportation, housing, and industrial structures from the ground up.

As AI adoption expands, learn the fundamental regulatory knowledge you need. This guide explains technical risk factors by development phase and provides illustrated decision frameworks for legal compliance in business AI use. Covers everything from the EU AI Act to Japan's copyright exceptions with practical insights for daily implementation.

This article explains the scientific approach for entrepreneurs starting with zero track record and recognition to build social trust and brand value. From overcoming 'evaluation costs' to building 'trust deposits,' it provides concrete strategies.

A comprehensive look at the reality of startup investment in Japan from the frontlines of angel investing, and how to overcome the investor evaluation cost problem. This guide provides practical knowledge and strategic presentation techniques that startups need to secure investment.

The universal question in skill acquisition: 'learn step-by-step from basics' or 'learn while building'? This comprehensive analysis examines effective learning strategies and their scientific basis in the AI era, drawing from recent empirical research and cognitive science insights to propose a new integrated learning model with ChatGPT.

A multifaceted analysis of AI's impact on human intelligence based on the DIKW model and latest empirical research. This guide redefines the act of 'thinking' through educational paradigm shifts and explores ways to cultivate intelligence and wisdom through trial and error in the AI era.

An exploration of why 'rapid implementation' holds more value than 'perfect code' in the generative AI era. This guide shares insights from a month of practical experience with Claude and ChatGPT, revealing how human code review becomes the bottleneck and the dramatic possibilities created by drastically reduced implementation costs.

The premise that 'humans must review everything' is crumbling in the age of AI-collaborative development. This comprehensive guide explains new forms of responsibility and quality assurance based on a month of Vibe Coding practice, providing concrete guidelines for redesigning review processes.

Insights from a month of AI collaboration costing thousands of dollars with Claude reveal the declining economic value of junior talent and the changing significance of investing in senior personnel. This guide examines practical adaptation strategies for organizations and individuals in the AI era.