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2026-04-05

2026-04-05AI & Tech

AI & Tech

[Global Report] 'Sovereign AI' War: Why National Infrastructure is the 'Oil' of the 21st Century

미국과 중국을 넘어, 이제 모든 국가가 자신들만의 LLM과 데이터 인프라를 구축하는 '소버린 AI' 경쟁에 뛰어들고 있습니다. 디지털 주권이 곧 국력인 시대를 분석합니다.

[Deep Dive] Google TurboQuant Unveiled: The '6x Compression' Magic Running 100B Models on Smartphones

Google's newly announced TurboQuant algorithm reduces LLM inference memory usage by more than 6 times. Now, the era of 'Edge AI' begins, running massive models on your own device without the cloud.

단순 방문자를 고객으로: 내 블로그의 '커스텀 GPTs'를 수익 모델로 바꾸는 법

방문자 수에만 매몰되지 마십시오. 나만의 지식이 담긴 커스텀 GPTs를 활용해 블로그 트래픽을 실질적인 '수익'으로 전환하는 3가지 전문가형 비즈니스 모델을 공개합니다.

자면서 돈 버는 시스템: '쿠팡 파트너스 자동화' 블로그 구축 실전 루틴

단순히 링크만 복사하는 것은 이제 끝났습니다. AI와 API를 결합해 고효율 수익형 블로그를 자동으로 구축하고 운영하는 '본부장급' 자동화 루틴을 공개합니다.

서버 비용 0원? GitHub Actions로 나만의 24시간 '무료 웹사이트 감시 시스템' 만들기

고가의 UptimeRobot이나 서버 유지비 없이, GitHub Actions의 Cron 기능을 활용해 웹사이트 상태를 24시간 감시하고 알림을 받는 자동화 시스템 구축법을 공개합니다.

#GitHub Actions#서버 자동화

AI가 쓴 글인데 애드센스 승인이 된다고? '가치 있는 인벤토리'로 인정받는 3단계 필터링 전략

AI로 생성한 콘텐츠가 왜 구글 애드센스 승인에서 거절당하는지 분석하고, 이를 '가치 있는 인벤토리'로 변무시키는 실전 전문가의 3단계 필터링 전략을 공개합니다.

[Emergency Security Report] Axios Supply Chain Attack: 3 Hours That Shook the npm Ecosystem

On March 31, 2026, Axios, used by 0.1% of developers worldwide, fell into the hands of attackers. We reveal the reality of the malware that spread in just 3 hours and provide an emergency response guide.

Google's Secret Weapon 'MARS'? Analysis of the 'Intelligent Research Factory' Opening the One-person Scientist Era

구글과 스탠퍼드가 공개한 MARS(Modular Agent with Reflective Search)는 AI 연구 자체를 자동화합니다. 비용을 줄이고 혁신을 가속하는 '지능형 리서치 에이전트'의 실체를 분석합니다.

Limitations of typical chatbot prompts: You will inevitably fall behind if you don't break out of this structure

AI가 당신의 말을 듣기만 하는 수준을 넘어, 스스로 계획하고 도구를 사용하기 시작했습니다. AI 에이전트의 핵심 구성 요소인 '스킬'과 '워크플로우'가 무엇인지 비즈니스 관점에서 설명해 드립니다.

Prompt Golden Rule? It's all nonsense. Two core structures that actually work in real practice

AI에게 원하는 답을 얻지 못해 답답하셨나요? 명확한 명령(프롬프트) 하나가 결과의 질을 바꿉니다. 초보자도 바로 따라 할 수 있는 프롬프트 작성법, 모델별 특징, 그리고 AI의 거짓말(환각)에 대처하는 비결을 공개합니다.

#Prompt Engineering#AI활용법

Why are laptop RAM prices like this? Behind the 2026 memory price explosion and price drop outlook.

노트북 메모리 가격이 예사롭지 않습니다. 삼성, 하이닉스 등 주요 밴더들의 공급 상황을 분석하고, AI 시대를 맞아 변화된 메모리 시장의 구조적 문제와 가격 안정화 시점을 예측해 봅니다.

OpenAI GPT-5.4 Shock? Skip the Reviews, Just Plan for Tomorrow's Work Impact

OpenAI의 행보가 거침없습니다. 단순히 질문에 답하는 AI를 넘어, 스스로 생각하고 실행하는 '에이전트 OS' 시대를 선언했습니다. GPT-5.4의 정수와 성인 모드 도입의 이면을 분석합니다.

NVIDIA GTC 2026: Skip the Surface-Level Reviews, Extract Strategies That Make Money for Your Business

NVIDIA GTC 2026 키노트의 화려함 뒤에 숨은 냉혹한 비즈니스 논리를 파헤칩니다. 베라 루빈 GPU와 피지컬 AI가 만드는 지능의 풍요 시대, 우리가 챙겨야 할 실리는 무엇인지 분석합니다.

AlphaFold Database? 200% Practical Guide to Leveraging Data Even Researchers Overlook

Analyze 3D protein structures directly with a single browser, no multi-million dollar equipment needed. Here is a practical guide to 200% leveraging the AlphaFold database released by DeepMind.

Local LLM, don't just install it for the hype. How to grab your PC by the collar and optimize with llmfit

Do you want to run local AI but are unsure if your computer specs are sufficient? An editor with 20 years of experience will easily explain how to use and provide tips for LLMFit, a tool that diagnoses hardware and recommends the optimal model.

[TurboQuant] AI Compression Algorithm: The Top 0.1%'s Method for Finding 'High-Concentration Results'

In the era of information overload, true profit comes from 'compression'. We reveal how to condense 8 hours of labor into 8 minutes of results using the AI compression algorithm, the core of TurboQuant.

ChatGPT+Alpha Fold: Ordinary people create vaccines? Only the fact structure is revealed, not the hypothesis.

We introduce a case where a data engineer, who is not a biology major, designed a cancer vaccine for dogs using ChatGPT and AlphaFold. Pay attention to where AI is breaking down technological barriers and turning us all into ‘solo scientists.’

Chrome Built-in AI? Before Talking Innovation, You Must Smell the 'Money' in Your Browser

We delve into the 2026 browser AI ecosystem that is revolutionizing productivity beyond simple convenience features. From how to utilize Chrome's GeminiNano to paid enterprise tools and open-source alternatives, we provide a comparative analysis from an expert's perspective.

#Chrome AI#GeminiNano

End of design outsourcing? Five-person agent design process built with PaperBanana AI

We analyze the reality of 'Paper Banana', an agentic design AI that goes beyond simple image creation and carries out everything from planning to criticism. We reveal the best visualization strategy for solopreneurs and researchers.

#Paper Banana#PaperBanana

The Blind Spot of ChatGPT Omnipotence: Don't be fooled by illusions; just grasp the core practical structure.

Hire ChatGPT as your lead researcher for the latest papers and academic materials that once seemed so daunting. We reveal a 3-step practical prompt formula to cut to the core of knowledge and accelerate your research process.

#ChatGPT#Prompt Engineering

Is making one chatbot a secretary? 1-person system process setup from scratch with Dify

Have you lost your way amidst the AI agent craze? Introducing Dify, the most realistic automation method proposed by an editor with 20 years of experience. We are revealing a secret weapon that allows even beginners to have a professional analyst in just 30 minutes.

Don't use Zapier. How to build a powerful 24-hour unmanned automation with just n8n

If you have built the AI's head (Dify), it is now time to add its hands and feet. An editor with 20 years of experience will easily show you how to build a true business automation system that allows you to freely manage email, Slack, and Notion using n8n.

#n8n#Workflow automation

CrewAI & LangGraph: The real AI teamwork factory used in the field, not just pretty test screens

How to overcome the limitations of AI working alone. Here are the secrets to multi-agent team building shared by an editor with 20 years of experience. Discover a futuristic collaboration system where researchers, writers, and reviewers work as a single team.

Is the era of well-spoken chatbots over? The dawn of 'AI Agents' that directly book and pay!

AI has evolved beyond simply answering questions into an 'autonomous agent' that makes payments and reservations on behalf of users. We analyze the changes brought about by the combination of the Samsung Galaxy S26 and Google Gemini from the perspective of an editor with 20 years of experience.

#AI Agent#Samsung Galaxy S26

[The Ultimate Guide] OpenAI API-based Agents: While everyone else is chatting, I run this structure

This is a method to extract the best performance beyond the limitations of the framework. A 20-year veteran reveals the core know-how for designing the fastest and most powerful agents yourself using OpenAI's native APIs and new SDKs.

OpenAI's acquisition of Promptfoo: Is it a hype? The real message from a corporate security perspective

OpenAI has made a surprise acquisition of Promptfoo, an AI security and evaluation platform. We analyze OpenAI's intention to head-on overcome the security and trust issues, the biggest obstacles of the AI agent era, from the perspective of an editor with 20 years of experience.

MS Copilot with Claude 4.6: Will it really be worth it by boosting my site work efficiency?

Microsoft has gone beyond its exclusive partnership with OpenAI and fully integrated Anthropic's Claude 4.6 into Copilot. Check out the fact check analyzed by an editor with 20 years of experience to see which model is more advantageous for work efficiency from a user's perspective.

#Claude 4.6#MS Copilot

Google Maps + Gemini: Throw away marketing words and use it for real local business right now

Forget simple navigation. Google Maps has met Gemini 3 AI to be reborn as a veteran guide capable of real-time conversation. We introduce field-ready changes, personally experienced by an editor with 20 years of experience, that will transform the landscape of travel and daily life.

#Google Maps#Gemini 3

GPT-5.4 surprise release? 호들갑 떨지 말고 내 실무에 꽂을 구조부터 짜십시오

OpenAI's top-tier model, GPT-5.4, has been released. Equipped with not only an overwhelming contextual understanding of 2 million tokens but also "Computer Direct" capabilities that allow it to autonomously control the mouse and keyboard, it has ushered in the era of true Agent AI. Check out the key changes analyzed by an editor with 20 years of experience.

Flashy Video AI? Ultimately, this is what makes money on YouTube (OpenAI Sora vs Google Veo)

In an era where cinematic videos can be created with a single line of text, we conduct a detailed analysis of Sora and Veo, the two platforms currently dominating the video AI market in 2026. From the perfect implementation of physical laws to practical editing efficiency, we present optimal selection criteria through the eyes of an editor with 20 years of experience.

The Gemini video/food generation tools I used as a solopreneur: A weapon-like framework that saves time

Do you have a great plan but are worried about production costs? Google Gemini has become a powerful asset for solo entrepreneurs by incorporating video editing and music composition features. We reveal the secrets to creating high-quality content that rivals major production agencies, analyzed by an editor with 20 years of experience.

#Gemini#One-person business

1-person Company Survival Strategy: You should run AI agent automation factories, not employees

Are you exhausted from doing everything yourself, from planning to marketing and customer service? We are unveiling a practical roadmap to build an 'automated revenue pipeline' without spending a single penny, utilizing a 2026-model AI agent that thinks and acts on its own, going beyond simple chatbots.

#AI Agent#One-person business automation

Google Gemini 3.1 Flash-Lite Practical Adoption Test: Does the real cost-efficiency come through?

Google's most practical model, Gemini 3.1 Flash-Lite, has been unveiled. Featuring 2.5x faster response times, customizable inference settings for developers, and full integration with Google Search AI mode. Check out the scenario of Google's AI counterattack analyzed by an editor with 20 years of experience.

#Google Gemini#Gemini3.1

How to really make profit with blog automation? Thorough practical comparison of Notion AI and ChatGPT

From writing to publishing management, what is the ultimate tool to save a blogger's time? We thoroughly compare the all-in-one workspace Notion AI and the powerful generative intelligence ChatGPT from the perspective of blog monetization. Check out Lego-like automation setup methods recommended by an editor with 20 years of experience.

Put the chatbot trend report in the trash can. A real agent pipeline that will make money in 2026

AI has evolved beyond simply answering questions to 'Agentic AI', which makes plans and takes actual actions on its own. We analyze the key trends and business application strategies of technologies that can be deployed in this field, which is expected to be adopted by 40% of enterprise applications by 2026, from the perspective of an editor with 20 years of experience.

#AgenticAI#AI Trend 2026

Excel/PPT Escape from hard work hell? 5 Practical AI Tool Pipelines to Survive

Are you late getting off work every night because you're fighting Excel formulas and aligning PPT lines? An editor with 20 years of experience has carefully selected five key AI tools that will increase practical productivity by more than three times by 2026, as well as the secrets to using them.

#Office worker AI#Work automation

Midjourney v7: A real-world monetization strategy that makes money with a prompt structure rather than a flashy picture.

We delve into the core features of Midjourny v7 that go beyond mechanical image creation and achieve artistic perfection. Utilizing photo-realism, sophisticated text rendering, and the ability to maintain character consistency, we present a roadmap to generate substantial profits from stock image sales to high-cost cover design.

#Midjourney v7#AI image monetization

An honest review from a current manager who has used Gemini Advanced for one month. counterattack? well.

Are you considering a paid subscription to Google's top AI model, Gemini Advanced? An editor with 20 years of experience reveals real reviews based on one month of practical experience. Check out the reality of business interoperability, which is different from Chat GPT, and how to use it for money.

#Gemini Review#AI paid subscription

Don't learn to code. How to create a service that provides 10,000 meals a day with Claude

Have you given up on just writing a plan? Using Anthropic's Claude, which has the greatest coding intelligence as of 2026, we are releasing a practical guide that will help even non-majors deploy a working web app in one day. Check out the ‘no-coding’ app creation roadmap personally verified by an editor with 20 years of experience.

#Claude AI#No-code app production

Do you want to summarize only documents with ChatGPT-5? Ditch the chatbot and build a real agent

We reveal a prompt design method that goes beyond simple questions and brings out 100% of ChatGPT-5's powerful reasoning ability. Check out the secrets to increasing work productivity by more than 500%, from ‘persona optimization’ to ‘multi-step workflow’ configuration, personally verified by an editor with 20 years of experience.

#ChatGPT5#Prompt Engineering

Not a random, capital-free side job, but AI pipeline monetization discovered after failure.

We explore the world of digital side hustles that you can start without any special capital. We present three practical models for building a sustainable profit pipeline as a solo entrepreneur, including publishing an e-book based on expertise, operating a profitable blog, and labeling AI learning data.

#Investment/side hustle#One-person start-up

Those who praise technology are embarrassed. A real AI investment structure that smells like money (post-NVIDIA)

The era of relying solely on Nvidia is over. By 2026, the AI market is evolving beyond power, cooling, and edge computing into a vertical industry that generates 'substantial profits'. We reveal the new value chain of hardware and software analyzed by an editor with 20 years of experience.

#stock investment#AI-related stocks

If you’re going to go to Python academy, start with this. How to build real Excel automation, leaving only the bare bones behind

We introduce the core technologies of Python automation that free you from repetitive, simple chores. We analyze practical code that can be immediately applied to practice, from file integration using Pandas, the standard for data processing, to mass email sending and web data collection.

#Productivity/IT#python

AI creation copyright? If you don't know this, the company will close. Real standards for commercial use

Can I sell the AI images I created? If I publish a book using text written by ChatGPT, will my rights be recognized? Based on the latest precedents and platform policies in the U.S., Europe, and Korea as of 2026, we will reveal key strategies to generate revenue from AI content without legal risk.

#AI Copyright#commercial use

I just changed the tool, but my salary went up? TOP 5 ‘real’ AI businesses selected by working experts

There are tens of thousands of AI tools for work efficiency, but there are only a few that actually help you get off work sooner. We have selected five powerful AI tools that have been proven in the business field from the perspective of the general manager.

#Work efficiency#AI tool recommendation

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