Tags: llms-17298 | MERCURY

38 Articles

LLMs × Aug 2024 ×

The Monolith is Dead: How We Cut Hosting Costs by 90% and Hit 0.2s Load Times

The Monolith is Dead: How We Cut Hosting Costs by 90% and Hit 0.2s Load Times

TL;DR: The migration wasn't just about AI automation; it was a fundamental architectural rescue mission. By moving from a Monolithic CMS (Server + Database) to a Headless Edge Architecture , we didn't...

Accelerate Digitality LLM LLMs Mercury Mercury Technology Solution SEO SEO For Growth SEO In Japan SEO Optimization Search Engine Optimization

Feb 15, 2026 Insights

I Fire Myself Every Morning: The 11-Step Automation Stack Behind the New MTS Blog

I Fire Myself Every Morning: The 11-Step Automation Stack Behind the New MTS Blog

TL;DR: We didn't just migrate a blog; we built a Content Factory . In our move to a Headless CMS, we implemented 11 specific automations. I write in Markdown once, and the system auto-generates code, ...

LLM LLM SEO LLMs Local SEO SEO SEO For Growth SEO In Japan SEO Optimization SEO Strategies SEO Tool

Feb 14, 2026 Insights

These Mathematicians Are Trying to Educate A.I.

Large language models struggle to solve research-level math questions. It takes a human to measure just how poorly they perform....

LLM LLM SEO LLMs Large Language Model Large Language Models SEO SEO Challenges SEO For Growth SEO Optimization SEO Strategies

Feb 7, 2026 AI News

Artificial intelligence researchers hit by flood of ‘slop’

TL;DR A surge of low-quality AI-generated papers has prompted conferences to restrict the use of large language models (LLMs). Enhancements in AI technology have led to significant challenges in maint...

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

Feb 2, 2026 AI News

The Logic Trap: Why Human Instinct Beats Data in the Age of AI

The Logic Trap: Why Human Instinct Beats Data in the Age of AI

TL;DR: Google invented the Transformer, but OpenAI won the future. Why? Because Google operated on Logic , while OpenAI operated on Instinct . Sergey Brin’s recent confession at Stanford reveals a pai...

LLM LLM SEO LLMs Openai SEO Challenges SEO For Growth SEO Optimization SEO Performance SEO Services SEO Strategies

Jan 4, 2026 Insights

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 Insights

Forget Google: Your Next 1,000 Users Are on AI Search. And the Rules are Dead.

Forget Google: Your Next 1,000 Users Are on AI Search. And the Rules are Dead.

TL;DR: The era of winning on Google's "10 blue links" is over. Your next 1,000 users are not coming from traditional search; they're coming from an AI's definitive answer. This isn't an evolution; it'...

LLM LLM SEO LLMs SEO Challenges SEO For Growth SEO In Japan SEO Optimization SEO Specialist SEO Strategies Search Engine Optimization

Dec 13, 2025 Insights

Are You Machine-Readable? A Guide to Becoming a "Definitive Entity"

Are You Machine-Readable? A Guide to Becoming a "Definitive Entity"

TL;DR: As AI becomes the new gatekeeper for professional discovery, your career's visibility depends on being machine-readable. This guide introduces the concept of becoming a "Definitive Entity" —str...

AI AI SEO AI SEO Tools LLM LLMs Local SEO SEO SEO Strategies SEO Strategy SEvO

Nov 22, 2025 Insights

The 101-Question Headache: Why Your Tactical SEO Questions Are a Strategic Trap

The 101-Question Headache: Why Your Tactical SEO Questions Are a Strategic Trap

TL;DR: The flood of 101+ unanswerable questions swamping the SEO community is not a sign that we need more technical answers. It is a sign that the entire paradigm has shifted. Chasing tactical answer...

1000 True Fans AI SEO AI SEO Tools E-E-A-T LLM LLMs Large Language Model Local SEO SEO SEvO

Nov 16, 2025 Insights

Your Keywords Don't Matter if Your Strategy Is Wrong

Your Keywords Don't Matter if Your Strategy Is Wrong

TL;DR The New Rule: For years, I said, "Write for toddlers and drunk adults." Now, the rule is: "Write for toddlers, drunk adults, and LLMs ." Clarity beats everything. The Old Mindset: I just had a c...

LLM LLM SEO LLMs SEO Analytics SEO Challenges SEO For Growth SEO Friendly SEO Strategies SEO Strategy Settlement

Nov 7, 2025 Insights

Beyond the Prompt: Why Your AI Content Strategy Needs an Engineer, Not Just a Writer

Mercury Technology Solution (Hong Kong)

Beyond the Prompt: Why Your AI Content Strategy Needs an Engineer, Not Just a Writer

The internet is awash with advice on how to "master" generative AI. The dominant narrative suggests that the key to unlocking its potential lies in crafting the perfect prompt. We're told to be more s...

LLM LLM SEO LLMs Language Acquisition SEO SEO Challenges SEO For Growth SEO Optimization SEO Performance SEO Strategies

Sep 30, 2025 Case Study

Breaking the Bottleneck: How Enterprise Teams Can Win AI Visibility

Breaking the Bottleneck: How Enterprise Teams Can Win AI Visibility

TL;DR: Most enterprise teams will fail at LLM SEO, not due to a lack of strategy, but because internal legal and compliance bottlenecks kill the required velocity . In the fast-paced world of AI answe...

LLM LLM SEO LLMs SEO For Growth SEO Optimization SEO Strategies SEO Workflow Optimizer Search Engine Marketing Search Engine Optimization Selling

Sep 23, 2025 Insights

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