The real value of the selective AI sovereignty framework proposed by the IBM Institute for Business Value is not the concept of “sovereignty” itself. What enter...

What Enterprises Are Really Buying Is Not AI Over the past two years, the enterprise AI market has witnessed a striking phenomenon. On one hand, foundation mode...

AI Commercialization Is Moving from “Capability Demonstration” to “Accountable Delivery” The core issue presented by the HaxiTAG case is not whether a model is ...

Key factual background: According to the Black Duck 2026 OSSRA report, 98% of audited codebases contained open source components. On average, each codebase incl...

A Systematic Review and Extrapolation Based on BCG's Always-On Merchandising: How AI Agents Are Transforming Retail The BCG Report: A Sector Having Its Operatin...

Based on the Google Cloud / Mandiant Report: Defending Your Enterprise When AI Models Can Find Vulnerabilities Faster Than Ever A Battlefield Rewritten by AI Cy...

An In-Depth Reading and Extended Analysis of PwC's AI Performance Study Research Basis: PwC benchmarked 1,217 companies across 25 industries globally between Oc...

Problem and Background As generative AI advances toward a new phase of "autonomous agents," enterprises and individuals have achieved non-linear productivity le...

Recent discussions surrounding the notion that "software companies fall into two categories" have revealed a pivotal trend: the rise of AI agents is fundamental...

Core Perspective : In enterprise-grade AI implementation, a clear understanding is essential — not all errors are “hallucinations,” nor are all hallucinations e...