Insights Blog | MERCURY

39 Articles

Dec 2025 ×

Stop "Chatting" with AI. Start Engineering It: Google's PASEC Framework

Stop "Chatting" with AI. Start Engineering It: Google's PASEC Framework

TL;DR: Most people struggle with AI because they treat it like a conversation. It is not a conversation; it is a System . Google recently highlighted the PASEC prompting framework, which transforms va...

LLM Large Language Model Large Language Models Prompt Engineering SEO Challenges SEO For Growth SEO In Japan SEO Optimization SEO Services SEO Strategies

Dec 31, 2025 Insights

The Race to Zero: Xiaomi Just Dropped an AI Nuclear Bomb

The Race to Zero: Xiaomi Just Dropped an AI Nuclear Bomb

TL;DR: While the West focuses on model capability (IQ), Xiaomi just changed the conversation to Unit Economics . By pricing their new model at $0.10 per million tokens —a staggering 20x to 100x cheape...

AI AI Architecture AI arms race Ai Adoption Ai Advancements Ai Applications Ai Benefits Ai Collaboration Ai Industry Mercury Technology Solution

Dec 30, 2025

The Illusion of "Left Hand to Right Hand": How Political Direction and Corruption Shape Global Economies

The Illusion of "Left Hand to Right Hand": How Political Direction and Corruption Shape Global Economies

When analyzing the economic history of the last 70 years—specifically the contrast between the American and Chinese models—we must first understand a fundamental economic fallacy regarding government ...

Blended Economic Model Create Demand Economic Activity Economic Conditions Economic Crisis Economic Disparity Economic Environment Economic Growth Economic Transformation Selling

Dec 30, 2025

The Digital Mirage: Why "Traffic" Is Not "Trust" (And How to Fix It)

The Digital Mirage: Why "Traffic" Is Not "Trust" (And How to Fix It)

TL;DR: In the modern digital marketing landscape of Taiwan and Hong Kong, brands are addicted to vanity metrics—views, reach, CTR, and reel engagement. But time and again, high traffic fails to transl...

1000 True Fans Generation Z Globalization Localized SEO Strategies Loyalty Loyalty Program Loyalty Programs SEO SEO For Growth SEO Strategies

Dec 29, 2025

The "Sanae Effect": Why Charisma is the Only Fuel That Can Move a Stagnant System

The "Sanae Effect": Why Charisma is the Only Fuel That Can Move a Stagnant System

TL;DR: Japan’s new Prime Minister, Sanae Takaichi, has unintentionally launched a streetwear phenomenon. From ¥300,000 caps to sold-out ballpoint pens, the "Sana-katsu" (Sanae Lifestyle) trend is swee...

1000 True Fans Accelerate Digitality Leadership Mercury Technology Solution Mercury Technology Solutions SEO In Japan SEO Optimization SEO Performance SEO Strategies Social Fabric

Dec 29, 2025

The End of "Click-Ops": Why Claude 4.5 Opus Just Killed the n8n Course Industry

The End of "Click-Ops": Why Claude 4.5 Opus Just Killed the n8n Course Industry

TL;DR: I suspect the market for courses teaching n8n (workflow automation) is about to collapse. I recently tested Claude 4.5 Opus on complex workflow generation, and the results were terrifyingly goo...

LLM SEO Large Language Model Large Language Models Llama Mercury Technology Solutions SEO Analytics SEO Challenges SEO For Growth SEO Optimization SEO Strategies

Dec 28, 2025

Vibe Coding is a Trap. You Need "The Codex."

Vibe Coding is a Trap. You Need "The Codex."

TL;DR: "Vibe Coding"—the practice of casually guiding AI to build software—is trending. But without structure, it inevitably leads to "context drift" and spaghetti code. To build enterprise-grade soft...

LLM Large Language Model Large Language Models Local SEO SEO Challenges SEO For Growth SEO In Japan SEO Optimization SEO Strategies SEO Strategy

Dec 26, 2025

100 Trillion Tokens Can't Lie: Half of You Are Coding, The Other Half Are Roleplaying

100 Trillion Tokens Can't Lie: Half of You Are Coding, The Other Half Are Roleplaying

TL;DR: OpenRouter's latest report, analyzing 100 trillion tokens of data, reveals a bizarre split in AI usage: 50% of the world is using AI to write code, while the other 50% is using it for roleplay ...

AI AI arms race Ai Adoption Ai Applications Ai In Business Ai In Industries Ai Technology Ai Writing SEO Optimization SEO Strategies

Dec 25, 2025

The "AI Ceiling" is an Illusion: Why the Next Trillion Dollars is in Video Scaling

The "AI Ceiling" is an Illusion: Why the Next Trillion Dollars is in Video Scaling

TL;DR: The market is panicking because LLMs (Text) seem to be hitting a performance ceiling, causing AI stocks like Oracle to slide. Investors worry that if the magic stops, OpenAI becomes just anothe...

LLM LLMs Selling Sem Senior Executive Sensors Serp Rankings Server Maintenance Service Businesses Settlement

Dec 25, 2025

The "Free Speech" Stack: A Satirical Guide to the Extreme Cost of Digital Sovereignty

The "Free Speech" Stack: A Satirical Guide to the Extreme Cost of Digital Sovereignty

TL;DR: A viral post circulating on the Chinese internet mockingly claims that "Free Speech exists" as long as you follow a 7-step protocol worthy of a spy novel. While intended as dark satire, this li...

AI Privacy Concerns Anonymity Marketing-Sales Integration Mass-Surveillance Mcdonald Freemium Privacy SEO Challenges SEO For Growth SEO Optimization SEO Strategies

Dec 24, 2025

The Eternal Inflation Engine: Why Your Money is Designed to Lose Value

The Eternal Inflation Engine: Why Your Money is Designed to Lose Value

TL;DR: History shows us a clear pattern: when profits are suppressed (like rent control in WWI-era Britain), supply collapses, and everyone suffers. Conversely, when capital flows freely, production b...

Real Estate SEO Analytics SEO Challenges SEO For Growth SEO Friendly SEO Fundamentals SEO In Japan SEO Optimization SEO Performance SEO Strategies

Dec 24, 2025

Agents vs. Skills: Stop Hiring Digital Interns, Start Building Digital Manuals

Agents vs. Skills: Stop Hiring Digital Interns, Start Building Digital Manuals

TL;DR: Anthropic’s recent push into "Skills" has confused many. Is it just another word for "Agents"? No. The difference is fundamental economics. Agents are like hiring expensive contractors: they ca...

AI AI Architecture AI SEO AI SEO Tools AI arms race Accelerate Digitality Ai Adoption Ai Adoption In Businesses Ai Advancements Ai And Learning

Dec 23, 2025

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