How to Use AI to Boost Work Productivity: A Guide to Tool Selection and Application by Field

The most rapidly emerging task automation tool recently is 'Claude Code.' Through Claude Code, you can deploy AI agents within your computer that work exclusively for you and create a system where repetitive tasks are assigned to the AI one by one. Try automating 100% of the once-exhausting tasks like PPTs, reports, and Excel work.

Are you using AI but still unable to get it to do the work for you? This course is not just about simple usage; it is a process of creating your own "high-performing AI assistant." By mastering everything from prompt principles to personalization settings and task automation at once, you can delegate repetitive tasks to AI and create a new way of working that allows you to focus on your core responsibilities.

Do you want to create your own blog and social media content, but find Figma difficult and design overwhelming? In this course, you will learn everything from Figma's basic interface and frames to handling images, text, shapes, and effects step-by-step by creating actual content. You will produce blog covers, thumbnails, CTA elements, and digital business cards. Furthermore, you will complete reusable content templates using Components, Auto Layout, Properties, and Variants, allowing for quick edits even when text and images change. Go beyond simply creating a single pretty image—build your own content production system that can be used consistently for your blog and social media. Point 1. Master Figma basics through actual content creation - Learn core functions such as frames, layers, images, text, and shapes through practice-oriented lessons. - Understand the Figma workflow by directly creating blog covers and thumbnails. - Even non-designers can naturally acquire basic skills while completing their own projects. Point 2. Create content templates that allow for repetitive edits - Learn the core principles of Components, Auto Layout, Properties, and Variants. - Create thumbnails and CTA elements where text, colors, and images can be swapped quickly. - Minimize the time spent starting from scratch every time you create content. Point 3. Build your own content pipeline - Create design assets that can be utilized across multiple channels like blogs and Instagram. - Establish a consistent channel image by registering color, text, and effect styles. - Complete a foundation for sustainable content production by repeatedly utilizing the templates you built yourself.

If you receive stock recommendations from AI and leave the timing of buying and selling to it, will you actually make a profit? AI is not a prophetic tool that predicts future stock prices. Instead, it can be a powerful investment assistant that checks the emotions swaying your investment decisions, analyzes complex information, and helps you stick to long-term investment principles. In this course, you will understand the typical behavioral errors of individual investors—such as loss aversion, panic selling, and FOMO—and learn how to create unwavering investment criteria using AI prompts and investment analysis tools. From back-calculating target assets to portfolio design, utilizing tax-saving accounts, and setting up automated recurring purchases, complete your own AI investment system that even busy office workers can consistently execute. Point 1. Understand the limits of AI investment and use it properly Understand through data why AI is not suitable for stock recommendations and predicting trade timing Utilize AI in areas it excels at, such as earnings call analysis, ETF overlap diagnosis, and portfolio reviews Learn how to review counter-scenarios and risk factors so you don't just believe optimistic answers Point 2. Correct the malfunctions that sway investment psychology Diagnose recurring investment behavior patterns such as loss aversion, the disposition effect, panic selling, and FOMO Practice the 72-hour rule to reduce impulsive trading and routines for formalizing selling conditions Design AI prompts that help maintain long-term investment principles despite market volatility Point 3. Create a long-term investment system that sustains itself automatically Design a recurring investment plan and portfolio based on target assets and investment periods Review investment strategies through Monte Carlo analysis and tax-saving account simulations Complete an investment structure that executes without constant deliberation by setting up automated purchases and cash buffers

Are you moving between Notion, PPT, Figma, and Slack every day, creating the same content over and over again? Now, complete everything from document writing to design, sharing, and distribution quickly with Canva AI alone. From Brand Kits that automatically apply brand colors and fonts, to drafting documents, presentations, image and video production, email dispatch, webpage publishing, and survey creation—learn Canva AI features that you can apply directly to your practical work. Go beyond simply learning how to use a design tool. Complete an efficient workflow that expands a single piece of content into multiple formats and connects your team's production, review, and approval processes. Point 1. Create consistent work quickly with Brand Kits Set up logos, colors, fonts, and templates once to automatically apply them to all projects Minimize the task of re-adjusting designs for reports, proposals, and SNS content every time Produce stable results that fit your brand even without prior design experience Point 2. Shorten the content creation process with Canva AI Generate drafts for documents, slides, images, and videos using voice or text commands Complete landing pages, newsletters, and survey forms yourself without developers or designers Learn practical methods to handle everything from planning to production, dispatch, and publishing within Canva Point 3. Create a workflow that reduces repetitive tasks and collaboration confusion Quickly convert a single piece of content into various sizes such as SNS feeds, stories, and banners Reduce the burden of repetitive resizing and file management using scheduled publishing and version history Manage the team collaboration process in one place with real-time editing, comments, permissions, and approval features

What if your work schedule is in the calendar, files are in the drive, and to-dos and work history are scattered across notepads? Now, organize your work systematically with Notion, and handle repetitive tasks efficiently by adding AI. You will learn step-by-step, from basic Notion features like pages and blocks to building databases for work manuals, schedules, history, and resource management, as well as creating your own work dashboard and utilizing Notion AI. This isn't just about learning Notion's features; it's about building an actual work system used by professionals to complete your own Notion work assistant tailored to your needs. Point 1. Integrate scattered tasks into a single Notion system Build separate databases for work manuals, schedules, history, and resources Connect various work information into one dashboard for at-a-glance management Minimize time wasted searching for necessary materials and work records Point 2. Design Notion databases to fit your work Learn core database features such as properties, templates, views, and sub-items Configure management screens for each task using List, Board, and Calendar views Build a sustainable work system that goes beyond simple note-taking Point 3. Complete your own work assistant with Notion AI Learn how to set up Notion AI personalization and write instructions Utilize it for drafting documents, summarizing meeting minutes, organizing schedules, and streamlining work processes Practice practical AI usage to reduce data collection and repetitive tasks

Did design seem difficult and Figma look complicated? We are now in an era where even non-designers can create screens themselves! From basic functions like shapes, text, and masks to background removal, AI image generation, and automated UI creation—learn how to naturally integrate Figma's AI features into your professional workflow. From creating landing pages to configuring shopping mall UI screens, experience a practical way to use Figma that allows you to complete results without a designer's help. Point 1. You can create screens yourself just by mastering Figma's core functions - Practice-oriented learning of essential drawing functions such as frames, shapes, text, and masks - Experience completing a full project by creating every section of a landing page from start to finish Point 2. Drastically reduce work speed using Figma AI - Naturally utilize AI features like background removal, image generation, and layer organization within the workflow - Focused on application methods connected to actual design tasks, not just simple feature introductions Point 3. Acquire practical design sense by creating shopping mall UIs - Create UI screen sets using Auto Layout, Components, and the Make Designs feature - Learn practical skills that enable non-designers to design and complete screens on their own

What if you could hand over those repetitive tasks you've been stuck with all day to an AI assistant? Introducing a guide to building your own AI work assistant—not a GPT chat that requires a fresh explanation every time, but one that remembers you, works in your style, and even reports back via Slack. From installation and Slack integration to skill setup, Notion/Calendar/Email automation, and even security and cost management! Complete an AI work system you can use immediately at the office, with a step-by-step approach that anyone can follow even without coding knowledge. Point 1. Set up a "Personalized AI Assistant" that remembers you, unlike standard GPT chats - Build the basic AI assistant environment by following steps from OpenClo installation to Slack integration. - Create an assistant that works according to your professional style by setting its personality and rules. Point 2. Master practical automation patterns to reduce repetitive tasks - Connect with actual work tools like Notion, Calendar, and Email by installing skills. - Practice immediate automation for tasks such as morning briefings, writing work logs, sending emails, and managing schedules. Point 3. Complete an AI work system that can be used safely in the workplace - Review essential checkpoints for professionals, including permission management, security settings, and cost control. - Learn how to expand from a single AI assistant to a multi-agent work system.

The era of AI simply making PPTs "for" you is already over. What matters now is not "how well you use AI," but "how you think and design structures alongside AI." This is not a lecture that simply lists Claude and Gemini features. Through a practical PPT production workflow that you can use immediately tomorrow, we help you drastically reduce report writing time and focus on the more important task of "thinking." With a practice-oriented curriculum that can be applied directly to weekly report PPTs, go beyond shortening production time and complete your own AI-based work system. Point 1. AI Collaboration Structure Design: Speed changes when you divide roles - Division of labor: Claude for analysis, reasoning, and drafting; Gemini for visualization and slide generation - Designing a structure to use AI tools as "work partners" rather than simple utilities - Shifting work methods to reduce repetitive tasks and focus on thinking and judgment Point 2. Drastically shorten PPT production time with the R-S-D-P pipeline - Internalizing the 4-step production process: Research → Structure → Draft → Polish - Increasing work speed by standardizing the flow of report and proposal creation - Learning practical PPT production methods that reduce time by more than 70% compared to traditional methods Point 3. Structuring repetitive tasks by building your own AI automation system - Building a personalized AI environment using Claude Projects and Gemini Gems - Designing "your own AI assistant" trained on your company's tone, manner, and templates - Completing a sustainable work system by automating weekly and monthly reports

Being a marketer who speaks with data isn't as hard as you think. If you've ever opened GA4 only to feel overwhelmed about where to start, it's time for a change! From data-driven thinking that relies on data rather than intuition, to core GA4 concepts, major report interpretation, and funnel analysis! We are revealing data utilization methods that you can apply directly to your practical work. Learn how to "read and judge" reports rather than just "looking" at them, and build the practical skills to explain marketing performance through data! Point 1. Master Data-Driven Thinking and Core GA4 Concepts - Understand the basic structure and concepts of GA4 and learn how to think based on data - Organize core criteria for interpreting key reports such as demographics, acquisition, and pages/screens - Strengthen data interpretation skills to judge for yourself, "What does this number mean?" Point 2. Practical Funnel Analysis & Performance Evaluation Methods - Methods to analyze which marketing channels are actually producing results through data - Acquire practical analysis skills to track the flow of user acquisition → behavior → churn - Complete a marketing mindset that makes decisions based on data, not intuition Point 3. Beyond 'Viewing' Reports to 'Creating' Them - Go beyond reading fixed reports to designing analysis structures that fit your objectives - Learn how to derive insights using exploration (free-form) reports - Strengthen the ability to construct data reports that can be used in actual business operations

The difference between those who work well and those who do not is determined not by "ability," but by their "way of communicating." This course focuses on a practical conversation structure that connects generational understanding, emotions, collaboration, and feedback to show how to turn organizational communication into performance. Beyond simple speaking skills, you will master the "language of work" that builds relationships, facilitates collaboration, and produces results. Through this lecture, we invite you to personally experience the communication styles of those whose work always flows smoothly. Point 1. The communication structure of high performers who understand relationships and emotions - Identify why conversations get tangled by understanding generations, emotions, and relationship flows - Build a fundamental framework for communication through people-centered principles Point 2. Practical conversation techniques that drive collaboration and performance - A selection of immediately applicable practical communication skills, including questioning, requesting, and feedback - Learn speaking styles that connect to performance without interrupting collaboration or workflow Point 3. Trust-based communication methods that increase the speed of work - Understand how to accelerate work through quick responses and clear delivery - Internalize communication habits that build trust and boost collaboration efficiency

"When war breaks out, gold prices rise, the dollar strengthens, and inflation surges. Why does this pattern repeat? This lecture breaks down the economic structures that move following a war, focusing on core concepts. By understanding these trends, you will be able to read the direction of interest rates, exchange rates, and assets, establishing a standard to protect your wealth even in uncertain times. We will clearly and easily explain the economic trends that every office worker must know. Point 1. Understanding Post-War Economic Structures - Summarizing the core flow of how war, tariffs, and supply chain shifts change the economy - Structurally understanding the economic order that has changed since globalization Point 2. Core Principles of Reading the Flow of Money - Explaining the interconnected reasons behind movements in gold prices, the dollar, oil prices, and interest rates - Understanding the response mechanisms of capital markets and the real economy all at once Point 3. Standards for Reading Economic Trends Amidst Change - Summarizing key points that must be monitored amidst changes in inflation, interest rates, and economic conditions - Securing economic judgment standards to understand trends and respond to changes"

Can you create a service with your ideas even if you don't know how to code? With AI, it is possible! In this course, you will experience the entire process of turning an idea into a real web service using "Vibe Coding" tools used in the industry, such as Gemini, Lovable, Antigravity, Cursor, and Claude Code. You won't just learn how to use the tools; you will master a new way of service development in the AI era—from planning and deploying to integrating payments. Point 1. Master 5 Core Vibe Coding Tools - Hands-on practice with core features and applications of Gemini, Lovable, Antigravity, Cursor, and Claude Code - Understanding the Vibe Coding development method of collaborating with AI Point 2. Building a Real Service Without Coding - Hands-on process of planning and implementing a book recommendation web service - Understanding the entire service creation flow: Idea → Development → Deployment Point 3. Practical Skills for Service Launch and Operation - Understanding domain purchase, server setup, and the deployment process - Learning core operational technologies such as payment module integration and SEO settings

Investing is not a gamble that should come at the sacrifice of your career, health, or family. This process will teach you how to build a reliable 'automated investment system' so that you don't waste precious time trying to time the market or getting swayed by its volatility. The core is simple: 'discarding market timing,' 'DCA automated investing,' and 'long-term investing for over 10 years.' You can experience the magic of compounding through DCA by consistently investing in high-quality assets over the long term. Point 1. A long-term investment system built with blue-chip US stocks and ETFs - Understand how to construct a portfolio centered on top-tier US stocks (TOP9) and ETFs - Build an investment structure that remains unshaken by market timing through DCA (Dollar Cost Averaging) Point 2. Long-term investment strategies to maximize the power of compounding - Understand the significance of long-term investing for over 10 years and the principles of compound growth - Correct common investment misconceptions regarding inflation risks and loss of principal Point 3. Investment strategies completed with tax-efficient accounts for employees - Summary of key benefits of tax-efficient accounts such as Pension Savings, IRP, and ISA - Understand practical investment strategies using US ETFs listed on the domestic market

Many office workers are failing to properly protect their hard-earned money because they miss out on refunds they didn't know about or pay more in taxes than necessary. Studying taxes is not about memorizing difficult legal knowledge. It is the most practical form of financial management—understanding your pay stub and protecting your own money. In this lecture, we will cover the core tax strategies for office workers to actually save money and build assets, ranging from year-end tax adjustments to income management and tax-saving accounts. Point 1. How to protect your salary through year-end tax adjustments - Understanding tax-free items and deduction structures in your pay stub - Year-end tax adjustment strategies to increase refunds, such as personal and housing deductions Point 2. Tax strategies for managing income safely - Understanding the tax structure you need to know when additional income occurs - How to legally save on taxes when filing global income tax Point 3. "Tax-tech" strategies to build assets using taxes - How to utilize tax-saving accounts like ISA, IRP, and pension savings - Investment tax management strategies to increase after-tax returns

This course is a lecture that focuses more on 'what attitude to invest with' rather than 'which stocks to buy.' Through questions from Ahn Seung-chan, who runs the 1.3 million-subscriber YouTube channel <Understanding: All the Knowledge in the World,> and answers from Kim Hak-kyun, a 30-year veteran analyst and Head of Research at Shinyoung Securities, we deliver the most important criteria for investing. Center Head Kim Hak-kyun, who has experienced both market booms and crashes for over 30 years, organizes the investor's mindset based on practical experience—covering the history of stock indices, human investment psychology, the power of compound interest, and investment habits that never fail. This course is not about flashy techniques, but a process of building investment principles for long-term survival.

In the AI era, you don't need to know how to code. What matters is not development skills, but the ability to work with AI. This course is a hands-on lecture where non-developer professionals use Cursor AI to build their own tools for automating repetitive tasks. From Excel automation and document generation to webpage creation and business dashboards, you will follow step-by-step for 3 hours to complete your own results.

Are you still using Google Sheets simply like Excel? If you use Google Sheets properly, you can significantly reduce the time spent on collecting data through copy-pasting, getting confused by the latest files, and fixing formula errors. Try automatically operating reports and dashboards that are always up-to-date based on real-time data connections.

This lecture does not view investment as a matter of "stock picking," but rather starts from understanding how asset prices have been formed and changed over the long term. It summarizes the essence of the 21st-century investment environment, created by the combination of ultra-long-term asset price trends, changes in currency value, and the structure of technology and hegemony. It provides investment criteria based on the shifts of the era, enabling individual investors to make judgments without being swayed by short-term trends, even in a highly volatile environment.

Wars, conflicts, and shifts in alliances happening around the world are no longer stories of distant lands. We are now in an era where these changes directly impact exchange rates, interest rates, industries, and the personal investment environment. Instead of consuming international affairs as "difficult news," this lecture starts by understanding why these conflicts recur and where capital moves as a result. To ensure that individual investors do not lose their way amidst global uncertainty, Professor Park Jung-ho provides an investor's perspective on reading the world order.

Are you using AI but still unable to get it to do the work for you? This course is not just about simple usage; it is a process of creating your own "high-performing AI assistant." By mastering everything from prompt principles to personalization settings and task automation at once, you can delegate repetitive tasks to AI and create a new way of working that allows you to focus on your core responsibilities.

This course is a practical training program that utilizes various generative AI tools such as Napkin AI, Gamma AI, Felo AI, Imagen 3, and Suno AI based on ChatGPT to automatically generate and utilize content needed in real office environments. It focuses on multimodal content creation capabilities including report summarization, presentation composition, image generation, and music production, and includes hands-on practice of application cases for each task that leverage the characteristics of each tool.

There may be people who have never taken my lecture, but no one has taken it only once. After teaching in person for so long, I have finally had the opportunity to create this online course. Since the commercialization of AI, I have produced and researched countless pieces of AI content. Based on that knowledge and experience, I have built a logical philosophy of my own and organized it into concepts that are easy for anyone to understand. For those who have been generating AI images without considering the underlying concepts, I will instill a proper foundation in you. Once you take this course, you will be able to create any AI image in the future. Have you never created an AI image before? That’s perfectly fine. You don't need any prior experience in AI image generation. By simply learning and practicing through this lecture, you can become an expert in AI content creation.

What if you could hand over those repetitive tasks you've been stuck with all day to an AI assistant? Introducing a guide to building your own AI work assistant—not a GPT chat that requires a fresh explanation every time, but one that remembers you, works in your style, and even reports back via Slack. From installation and Slack integration to skill setup, Notion/Calendar/Email automation, and even security and cost management! Complete an AI work system you can use immediately at the office, with a step-by-step approach that anyone can follow even without coding knowledge. Point 1. Set up a "Personalized AI Assistant" that remembers you, unlike standard GPT chats - Build the basic AI assistant environment by following steps from OpenClo installation to Slack integration. - Create an assistant that works according to your professional style by setting its personality and rules. Point 2. Master practical automation patterns to reduce repetitive tasks - Connect with actual work tools like Notion, Calendar, and Email by installing skills. - Practice immediate automation for tasks such as morning briefings, writing work logs, sending emails, and managing schedules. Point 3. Complete an AI work system that can be used safely in the workplace - Review essential checkpoints for professionals, including permission management, security settings, and cost control. - Learn how to expand from a single AI assistant to a multi-agent work system.

HIPS : Human Intelligence Problem Solving, Although AI seems to replace everything, the ability to reframe complex problems and gain insight is uniquely human. We present methods for proactively utilizing AI and exercising uniquely human problem-solving capabilities.

1. What is the real 'problem' you are facing? Those who have worked as engineers, researchers, or business writers and have attempted to introduce AI into their workflow usually hit the following fatal walls: The Paradox of 'Volume vs. Value': When you ask a question, plausible-sounding text pours out, but when you try to apply it to actual work, it is useless because the facts are wrong or it lacks depth. The uncontrolled mass production of content ultimately only results in costs such as data bleeding and hallucinations. The Limits of Casual Chatting: The quality of the output depends on 'luck' every time. An AI that was smart yesterday gives nonsensical answers today, and when you force a specific template format, a 'degradation of intelligence' occurs where the model's reasoning ability plummets. Isolation of Knowledge: There is no standardized methodology to convert the experienced 'tacit knowledge' accumulated in the field over decades into 'explicit knowledge assets' that all organization members can copy, paste, and use. Ultimately, many people have downgraded AI to a mere "assistant for light summaries or email drafts," while still suffering through manual labor for critical business tasks such as high-density engineering or strategic planning. 2. How to solve these problems with 40 years of R&D tacit knowledge and systems engineering Throughout my life, I have successfully led projects worth hundreds of billions of won by passing through the rigorous process gates of ultra-precision internal combustion engines and Systems Engineering (MBSE). I have transplanted this engineering intuition directly into prompt design, embedding a paradigm into this course that treats prompts not as simple questions, but as 'system configuration files (Config Files)' that control statistical uncertainty. Through this course, students will acquire the following specific solutions: Introduction of XML-based Structured Architecture: We exclude ambiguous prose prompts and design guardrails to prevent information bleeding and prompt decay through precise XML tags and Markdown fences such as &lt;role&gt;, &lt;task&gt;, &lt;constraints&gt;, and &lt;context&gt;. 7-Step Gate Process Chaining: By borrowing the step-by-step control processes of automotive R&D, you will be able to perfectly command a 7-step chaining workflow—from instruction standby to literature review, critique and self-verification, and final compilation—where the AI verifies its own logic as it progresses. Hybrid Decoupled Pipeline Control: When utilizing the latest reasoning models like o1 or DeepSeek-R1, you will secure the control to preserve 100% of intelligence by handling skeleton code for a 'Reasoning-Formatting Hybrid Decoupled Pipeline' that bypasses the phenomenon of intelligence degradation caused by format constraints. Quantitative ROI Quantification of Business Value: You will master ROI formulas and KPI models to prove validity to C-level executives with figures. For example, when this pipeline is actually built in-house, the average lead time for writing technical white papers or regulatory compliance documents is reduced from 4–6 months to within 10 days (a 93.3% reduction), and more than 65% of research costs are saved as marginal costs.

Learn a complete workflow for efficiently creating your own e-book utilizing AI and automation tools. From slide creation with Marp and PDF/EPUB conversion using Pandoc, to MySQL database management, cover design, and publishing preparation, this guide provides a systematic production process applicable directly in practice, step-by-step.

Build your own AI headquarters at a low cost! This is a practical guide to building autonomous AI agents that combine Gemini 2.5 Flash and Docker to ensure security while reducing costs.

This is a practical course where even beginners can learn how to quickly create PDF and Notion templates using AI and generate passive income by selling them on platforms like Etsy, Gumroad, and the Notion Marketplace. You will master everything at once, from market research and production to creating product detail pages, uploading, and sales strategies.

Even computer novices OK! A lecture for those of you who paid 1-2 million won per detailed page. Now, with just PowerPoint and a laptop, you can create ultra-premium detailed pages yourself. A lecture that even provides 200 PPT templates where you just replace images~ A perfect package, including e-commerce design originals and 150 types of GIF content originals, normally only possible for experts! Now, significantly cut down on outsourcing costs! 🔴This is an early bird discount period commemorating the lecture's opening. Once the early bird period closes, the tuition fee will revert to its original price.

[Engineering Organizational Strategy and Individual Competency Roadmap through 'The Great Rewiring'] 1. Introduction: 'The Great Rewiring' and the Shift in Organizational Paradigms Modern enterprises are facing an unprecedented technological turning point known as 'The Great Rewiring,' the initial phase of Artificial Intelligence (AI) adoption. This is defined as a complex task that goes beyond the simple introduction of unit technologies or partial task automation; it requires a fundamental reconfiguration of the structural blueprint of the organization as a massive system. Despite the supply of high-efficiency power sources in the form of Generative AI, many organizations are experiencing performance degradation and system instability due to structural inertia. Analysis suggests this phenomenon occurs because, while the power output has been strengthened, the redesign of processes and structures to control that energy and convert it into meaningful business outcomes has not followed. This course aims to present an in-depth architectural design strategy to evolve organizations into sophisticated organic systems. 2. [Diagnosis] Analysis of Three Major Structural Defects in the AI Adoption Phase ① Chassis Collapse (Lack of Rigidity in Organizational Substructure) When a high-performance power source like AI is installed while maintaining a rigid vertical hierarchy, the existing structure fails to accommodate the accelerated information throughput and decision-making speed. This is an organizational dysfunction caused by a decision-making system that cannot keep pace with technological deployment, which is highly likely to lead to the physical collapse of leadership authority and management systems. ② Jagged Frontier (Misjudgment of Performance Boundaries and Reduced System Reliability) This problem arises from indiscriminately deploying Generative AI—a probabilistic reasoning mechanism—to tasks that require strict deterministic logic. Overlooking the probabilistic nature of AI in areas where mathematical precision or legal compliance is essential leads to 'System Knocking,' where overall system reliability drops sharply, causing significant tangible and intangible asset losses to the organization. ③ NVH: Noise, Vibration, Harshness (Neglect of Cognitive Friction and Psychological Instability) Just as mechanical vibration and noise increase system fatigue, widespread job insecurity and ambiguous job guidelines within an organization accelerate the cognitive load of members to a critical point. Organizations that fail to properly control this psychological NVH (Noise, Vibration, Harshness) may face a crisis of internal self-destruction due to discord between components, despite the introduction of intelligent systems. 3. [Individual Competency] Evolution from Passive Compliance to Sovereign Architect Individual members in the AI era must move away from the status of 'Passive Sheep' dependent on technology and be reborn as 'Existential Architects' who deconstruct and rewire systems. ① Recovery of Intellectual Sovereignty and Escaping Slave Morality Uncritically accepting AI outputs and entirely delegating analytical processes to machines leads to 'Cognitive Offloading,' which eventually causes the degeneration of the Executive Control Network. One must reject the position of the 'Good Sheep' who settles for technological convenience and awaken as a 'Sovereign' subject capable of expressing critical anger toward system absurdities and technical debt. ② Designing 'Intentional Friction' for Cognitive Plasticity Individual members must resist the seamless answers provided by AI and design intentional 'Cognitive Friction' into their work processes. By utilizing AI not as a simple answer generator but as an adversarial partner that stimulates and deepens human thought, one must maintain brain neuroplasticity and strengthen intellectual muscle. ③ AI Command Capability: S.E.E.D Prompt Architecture Beyond simple queries, the ability to design logical interfaces that AI can process is essential. S.E.E.D Framework: Cultivate the capability as a 'Director' to precisely control AI by systematically structuring Situation, Expectation, Engineering Structure, and Data. 4. [Methodology] Organizational Innovation Strategy through Building a Cognitive Powertrain ① Cognitive Powertrain (Dual Engine Architecture Design) Optimize the system by clearly decoupling the organization's cognitive processes into predictive and generative models. Predictive AI: Ensures system stability by taking full charge of precise logical systems and quantitative analysis tasks. Generative AI: Provides innovative momentum by handling creative synthesis and context generation tasks. ② Golden Pattern (Intelligent Collaboration Protocol based on Reliability Engineering) Systematize the collaboration process between humans and AI to control Hallucination risks. Serial Process Optimization: Establish standard operating procedures consisting of Generative AI information processing, human logical filtering, and re-optimized output. Human-Centric Gatekeeper Capability: Maintain technical alignment by ensuring humans hold the sovereign position to direct the system's orientation and perform final decision-making. ③ Application of Behavioral Software Engineering An engineering approach is needed where both leaders and members can actively mitigate emotional resistance and cognitive load. Strategic Design of Ethical Latency: Insert intentional review stages to ensure the race for technological adoption does not lead to ethical bankruptcy. Transparent Feedback Loops: Maximize organizational transparency by embedding feedback mechanisms to minimize mutual trust costs. 5. Conclusion: Securing Future Competitiveness through Sovereign Architecture This masterclass avoids abstract discourse and translates 40 years of engineering insight gained from tuning massive systems into the business language of the AI era. Will you remain a 'Good Sheep' slowly degenerating while submerged in structural inertia and technological convenience, or will you become an 'Existential Architect' who sees through the illusions of the system and proactively rewires it? We will help you redesign the architecture of your organization and yourself through a precise cognitive partnership, enabling you to fully control the powerful engine of AI and drive sustainable growth.

Understand Transformer-based LLM architectures and GPU utilization strategies, and gain hands-on experience with the actual serving process using vLLM. This course covers the entire practical workflow, from building AI system pipelines to monitoring and multi-GPU utilization, and is designed for intuitive understanding through diagrams and practice without complex formulas.

Hire a ChatGPT assistant to properly handle your planning tasks. Your clock-out time will be earlier, and you will be able to enjoy the joy of a salary increase through high performance.

Practical Web UI Development Using HTML & CSS-Based AI

Why not streamline your narration recording with AI? *This course includes the use of AI.* "Are you spending your precious evening hours recording narration for presentation materials?" "Do you want to maintain high quality for your side-hustle video content, but lack the time and space to record?" What if you could delegate that time-consuming "voice recording" task to an AI voice that sounds exactly like you—your "voice double"? This is a highly practical introductory course designed for busy business professionals to master the AI voice generation tool "ElevenLabs." You will learn how to fundamentally transform your production process by ultimately creating your own "voice double." "Streamline" tedious recording tasks and reclaim your most valuable asset: "time." We will systematically provide specific workflows and techniques from an expert's perspective to achieve this. **In this course, you will acquire the following skills:** * Techniques to master ElevenLabs and generate high-quality Japanese audio. * The specific workflow to have AI create your own "voice double" (voice clone). * Voice recording methods taught by a vocal coach to extract maximum performance from the AI. * Strategies for utilizing your created AI voice for both your main career (presentations, training materials) and your side hustle (YouTube, SNS). * Essential risk management knowledge regarding copyright and law to avoid failures in commercial use. **Unique features of this course:** This course is more than just a manual on how to use a tool. As a vocal coach, the instructor will generously share expert insights—from how to read and project your voice for the submission samples to recording methods that enhance quality—to ensure you get the best performance out of the AI. Furthermore, ElevenLabs offers plans that even AI beginners can use with confidence. You will be amazed by the quality of the AI voice you can test starting with the free plan. Rest assured, we will guide you step-by-step: from learning basic knowledge and safe usage to upgrading to a paid plan to create your own "voice double." **▼ This course is especially recommended for:** * Business professionals who want to dramatically improve productivity in document creation. * Those who want to leverage their professional expertise to share high-quality information through a side hustle. * Creators who have given up on audio content due to time or location constraints. * Those who want to acquire the latest AI technology as a concrete skill for business improvement. * Those who want to leave repetitive tasks to AI and focus on core activities like planning and strategy. **▼ Requirements for taking the course:** * Basic PC operation skills. * An internet connection. * An ElevenLabs account (The free plan is sufficient for the beginning of the course. A paid plan is recommended for the practical voice cloning section). **Enroll now and transform the way you work!** The skills gained in this course will become a powerful weapon that you can use for a long time in both your main career and your side business. Free yourself from tedious recording work and take a new step toward accelerating your business!

Is your skill stagnating because you keep asking AI to 'just whip something up'? This course dissects the principles and philosophy of the 'Cocrates Harness,' a rigorous constraint system that fundamentally blocks the sloppy generation of LLMs. Defy the gravity of AI convenience and discover the cheat code to rapidly growing into a 'true top-tier architect' who commands and controls every design context!

I will show you "where to start" through a case study of building a service with non-developers in just one day, and explain "how to manage and collaborate" using the example of designing the GitHub structure for the Selfish Membership team.

The first publicly released ChatGPT open source GPT-OSS - Get a taste of it faster than anyone else. Learn what GPT-OSS is and run it locally to create an overwhelming advantage with GPT-OSS faster than anyone else!

AI Tech DNA Series: Core Principles of Computer Basics from an AI Perspective is an introductory course designed to help you easily understand the fundamental computer concepts necessary for the AI era. By explaining basic principles such as CPU, memory, storage, networks, and data structures through real-life analogies and an AI-focused lens, it builds the solid foundational strength needed to advance into Python, AI, security, and the cloud.

It covers the direction of employment, studies, and entrepreneurship in the era of AI.