Areas of Expertise
Published Articles
What Is the Most Effective Strategy for Managing AI Prompts to Improve the Quality and Efficiency of Generative AI Outputs, and Why?
Managing AI prompts effectively can mean the difference between generic outputs and genuinely useful results, yet many organizations struggle to establish a systematic approach. This article examines
When Your AI Soulmate Remembers: The Ghost in the Silicon
The difference between a fun chatbot and a real-feeling AI soulmate is memory. Here’s how continuity makes roleplay and companionship actually stick.
Reviewed Articles
What Is an AI Soulmate? Beyond Chatbots to Digital Relationships
An AI soulmate is conversational AI built for emotional connection and ongoing relationships—not completing tasks. Here's how they differ from chatbots and what the technology enables.
What Is an AI Portrait Generator? Transform Photos Into Art
An AI portrait generator uses artificial intelligence to transform photos into artistic portraits. From royal paintings to Pixar-style cartoons, here's how these tools work.
What Is a Prompt Manager? The Tool That Turns AI Chaos Into Workflow
A prompt manager is software that stores, organizes, and improves prompts for AI tools like ChatGPT and Midjourney. Here's why scattered notes and bookmarks no longer cut it.
The Real AI Bottleneck: Why America's 74% Compute Lead Might Not Matter
The AI race isn't about who has more GPUs—it's about who can power them. America's compute advantage faces a 7-year grid queue while China adds Germany's electricity supply annually.
Why Canada Will Never Build a World-Shocking LLM—And Why That's the Point
Canada trained the AI godfathers but can't match Silicon Valley's capital. Cohere stands alone at $7B while OpenAI reaches $500B. The real question: should Canada even try?
Nordic AI Development: How Scandinavia Became a Global Tech Powerhouse
The Nordic region has emerged as a global AI powerhouse with $500B startup ecosystem valuation. Finland ranks 10th in Global AI Index, Sweden leads Europe in advanced AI adoption.
Why Prompt Engineering is Dead (And What Comes Next)
Why Prompt Engineering is Dead (And What Comes Next) Individual prompt tuning is a dead end. Not because prompts don't matter,
The Hidden Reason 42% of Enterprise AI Projects Fail
42% of enterprises abandon most AI projects in 2025. The hidden cause: no systematic prompt management. Companies with governance see 76% fewer errors and 3,400% ROI.
Japan's ¥1.2 Trillion AI Problem: Why 87% of Companies Fail
Japan invested ¥1.2 trillion in enterprise AI, but only 13% see returns. The problem: prompt evaporation and implicit vs explicit communication clash.
Prompt Management in 2026: Why Spanish Companies Are Turning Their AI Prompts into Strategic Assets
Prompt Management in 2026: Why Spanish Companies Are Turning Their AI Prompts into Strategic Assets The End of Guesswork: From ChatGPT to Enterprise...
External Publications
Articles and content published on other platforms