The Essence of Corporate Innovation Management Series (1): The Professional Mindset | The Pathology of Corporate Organizations | The Laws of Human Nature

To solve the problems of 'complexity' and 'inefficiency' commonly experienced by professionals, researchers, and engineers in modern society, I propose practical solutions that I have refined over 40 years of intense field experience at Hyundai Motor Group. 1. The 'Problem' You Face: The Flood of Information and the Cycle of Reactive Firefighting Many students are blocked by the following three barriers: Information Overload and Search Limitations: Unable to identify what is essential among the millions of papers and data published each year, wasting time on search labor. Reactive Work Methods: In manufacturing and design settings, remaining stuck in a 'firefighter' role of finding causes and working through the night to solve problems only after they occur. Breakdown in Organizing Thoughts and Communication: Despite having excellent ideas in mind, experiencing frustration in front of a 'blank screen' due to inability to implement them into systematic reports or logic. 2. The 'Solution' Infused with My Experience: Architect of Systems and Prediction As a 40-year R&D veteran engineer, I will transform your work paradigm from 'reactive' to 'predictive' through a 'practical system' rather than mere theory. ① Optimization of Knowledge Exploration: AI Hybrid Workflow I help you become a strategic researcher rather than a simple searcher. By partnering with comprehensive Google Scholar and Semantic Scholar that penetrates the context of papers, I teach you a 3-step master plan that first sees the forest (big picture) then collects the trees (detailed materials), dramatically reducing research time. ② Innovation in Design Intelligence: Predictive Design and Digital Twin I guide you into the world of 'Predictive Design' that leaves no room for problems to arise. Through DFSS (Design for Six Sigma) and DFR (Design for Reliability), you learn how to secure perfect quality from day one of launch. I teach you the essence of engineering that completes thousands of tests in the virtual world before creating actual prototypes, utilizing Digital Twin and MBSE (Model-Based Systems Engineering), virtual twins identical to reality. ③ Visualization of Logic: Architecture of Ideas I define writing as a 'reliable system' rather than talent. I establish the framework of logic with the Pyramid Principle (Answer First) that presents conclusions first and the MECE principle without duplication or omission. Through CREC model-based power writing, I transform you into an 'architect of thought' who constructs solid paragraphs that persuade anyone upon reading. 3. How You Will Transform Through This Course After completing this course, you will no longer be a firefighter running around putting out fires. You become a strategic architect who foresees and prevents future failures and risks with data and systems. You evolve into an integrated expert who smoothly solves business challenges as complex as automotive systems from a systems engineering perspective. Beyond simple knowledge acquisition, you will become an independent leader who maximizes your metacognitive thinking ability by utilizing AI as a 'cognitive gym.' The outdated Fast Follower strategy is now over. Through this system containing my 40 years of field insights, I hope you will obtain powerful weapons to lead your next 10 years.

This AI Literacy and Transformation Series (1) covers the following topics: 1. Data Center Cooling Innovation in the AI Era The Problem: The explosive power consumption of the latest AI chips (GB200, etc.) has pushed traditional air cooling methods to their limits, leading to AI performance degradation and massive operational cost issues. The Solution: Presents innovative liquid cooling technologies including Rear Door Heat Exchangers (RDCH), Direct-to-Chip (DTC) cooling, and immersion cooling. Additionally, provides strategies to simultaneously secure efficiency and sustainability through intelligent control systems that predict even leakage current and circular economy models that recycle waste heat for district heating. 2. The AI Paradox: Strengthening Critical Thinking to Awaken the Brain The Problem: The phenomenon of 'cognitive offloading'—outsourcing thinking to AI—is causing modern people's analytical thinking and literacy skills to rapidly deteriorate, creating a 'cognitive debt' problem. The Solution: Redefines AI not as a simple answer tool but as a tool for a 'cognitive gym'. Builds a system that makes you think first using critique, research, and synthesis agents, and strengthens metacognitive abilities as a 'helmsman' who determines direction rather than a passive passenger. 3. AI Memory Crisis: Next-Generation Architecture Design The Problem: The size of short-term memory storage (KV cache) required by AI is exploding, but expensive and limited-capacity HBM alone faces physical limitations in handling this data wave. The Solution: Presents a strategy for building a 'heterogeneous memory dream team' combining HBM, DRAM, CXL, etc. Provides solutions that dramatically lower corporate Total Cost of Ownership (TCO) by transferring smart system architecture design capabilities that balance capacity and cost rather than focusing on single component performance. 4. Palantir Ontology: Actionable Data Intelligence The Problem: Data is overflowing but fragmented, creating a 'data graveyard' problem where it fails to translate into actual decision-making and execution, blocking corporate innovation. The Solution: Gives data context and meaning through an 'Ontology' engine that maps physical assets to digital representations. Realizes data democratization where field personnel can directly command business without IT department assistance through 'Action Types (execution capabilities)' that immediately reflect analysis results into operational systems. 5. The Great Rewiring: AI Intelligence Stack Strategy The Problem: As the technology paradigm fundamentally shifts from the Internet era's 'deterministic computation' to the AI era's 'probabilistic prediction', existing business structures are being completely shaken. The Solution: Clarifies the reality of change through a '5-layer Intelligence Stack' map connecting semiconductors to applications. Provides a strategic decision-making framework for determining whether to Build or Buy AI capabilities, drawing a roadmap toward autonomous operating enterprises. 6. Forgetful AI: Maximizing Potential Through Feedback The Problem: AI's 'catastrophic forgetting' phenomenon where learning new information causes it to forget existing knowledge, and communication problems where unilateral commands prevent AI from performing properly. The Solution: Teaches 'coaching' and example-based dialogue methods instead of commanding AI. Transfers techniques for becoming a scientific training partner that enables AI to acquire new capabilities while maintaining existing knowledge through gradual feedback techniques that minimize behavioral change shock (KL divergence). 7. Engineering Financial Intelligence The Problem: Financial systems that remain stuck in past bookkeeping records and regulatory compliance cannot optimize capital allocation for an uncertain future. The Solution: Transforms into a 'dynamic scenario planning (war game)' system that computes thousands of variables in real-time using generative AI. Helps CFOs evolve beyond simple managers into strategic architects who design corporate value through 'Financial LLM' utilization methods that convert simple numbers into strategic signals.

It is designed to help learners acquire knowledge about the overall research process and develop the ability to conduct actual research in educational settings, by reducing the burden of writing research papers or reports and enabling systematic and efficient composition of research papers or reports.

A WLB guide for office workers still struggling with WLB, though universally desired. It goes beyond mere early-leave tips, offering a chance to self-reflect and contemplate one's desired life.

This lecture covers how to analyze a company's external environment and internal capabilities, and how to develop a strategy based on the results. It comprehensively touches on various business analysis tools.

Knowledge Startup Side Job: Creating a Lifetime Profit Model with Your Own Knowledge Content

Learn the information that can most effectively express your thoughts and the skills to create readable PowerPoint slides.

This course is structured to provide step-by-step learning from the basic concepts of communication that are essential in workplace and organizational life to practical application methods. This is practical, work-focused education that helps you develop substantial communication skills to build trust and positively lead relationships both within and outside the organization, covering topics such as the definition and types of communication, non-verbal and verbal communication, written communication, various communication styles (DISC), communication barriers, and effective questioning techniques. Through theory, case studies, and practical tips, you can acquire communication know-how that can be immediately applied in daily work.

This is a practical course designed to help organizational leaders effectively implement empowerment leadership. It systematically covers the essence of leadership, including not only theoretical concepts but also corporate case analysis, practical application strategies, and organizational culture improvement methods. In particular, it addresses key elements such as trust-based organizational management, strategic thinking, and sustainable culture building, enabling leaders to drive substantial change.

We aim to strengthen the spread of a voluntary ESG participation culture and the establishment of a practical foundation for ESG, through ESG-related legal systems and issues, and global corporate case studies.

This is a practical training program designed to systematically learn the core principles and practical skills of document writing and report writing that can be directly applied in corporate work settings. You can comprehensively enhance your document capabilities needed for workplace collaboration, communication, and decision-making by learning various topics including clear and logical writing, highly readable document composition, utilization of data and visual materials, persuasive report and email writing, and rapid and accurate communication through real-world examples.

From an official Notion ambassador: From basic to advanced tips for using Notion. Create your own portfolio, planner, budget tracker, meeting minutes, and goal management system.

A Non-major Developer's 5-Year Journey: A Guide to Reducing Time and Trial and Error

To help those who want to do well in the new year of 2025, we have updated it to the latest version. Learn how to create and manage projects, teams, and your own tasks using MS Planner and become a "professional worker🤩".

Feeling overwhelmed by writing? For those who sigh, unsure where to start when it's time to write, author Kang Won-guk, who honed the President's words and writings for 8 years, shares 'the core of true writing.' From self-introductions, reports, books, to blogs... We share expertise applicable to all your writing needs.

[Design] Creating a Business Report Structure That Gets Approved Instantly Project 2 goes beyond just understanding why reports fail to get passed; it is a practical course on designing report structures that actually drive decision-making. Many reports contain plenty of information, but they are often put on hold because it isn't clear what exactly needs to be decided. This course covers how to transform a report from a mere "explanatory document" into a strategic design that accelerates your supervisor's decision-making.

Dear Inflearn students, you probably have many concerns about coding, but you also have many worries about marriage and childbirth, right? You want to get married and have children, but the responsibility seems heavy, and you're probably worried about losing your current freedom. I was someone who believed in staying single. I used to praise a free life, but through my wife's persuasion, I chose marriage 'thinking I'd give it a try.' At first, I regretted it because marriage felt like it was taking away my freedom, but when I let go of everything and devoted myself to my family, strangely, I became more free. And I started to see the advantages that I had missed due to my prejudices. This course 'explains' what marriage and childbirth are to those who are hesitating about them. I've also shared thoughts on realistic concerns like what kind of person you should marry, whether money is absolutely necessary for marriage, and so on. Since I was someone who believed in staying single, I was actually able to organize both perspectives better. There will probably be stories you haven't easily heard anywhere else. Facing the most important life decisions of marriage and childbirth, this course will be a sufficiently valuable investment.

We will teach you how to create a sharp positioning strategy that successfully penetrates the market and how to implement it through content. We will compress the core strategies that are important for the growth of tech companies but are surprisingly easy to overlook into 2 hours.

Copilot Chat will become more than just a simple AI assistant - it will be your reliable work secretary that maximizes your productivity and creativity. In this course, learn Copilot Chat's core features and usage methods, practical cases that can be applied immediately to real work, and customized tips tailored to each task, and start experiencing how your way of working changes with Copilot Chat!

Why don't you get any calls even after putting so much effort into writing your resume? If you've been frustrated wondering why you're not getting contacted despite having development skills, the answer lies within this course.

Hi Guys. Welcome to my Online Business Mastery 2026: Sell Your Digital Products! In my course you will learn everything about how to setup an Online Business to sell Digital Products. I have created video lessons on every feature. You will get to see the real practical implementation of how to use every feature. This is the most detailed course on setting up Online Business you will ever find on the internet. I have created different sections based on different digital products and in each section, I have gone in-depth into explaining the concept of the tool and how to practically implement it. This course will give you a 100% understanding of how to run an Online Business and after going through this course you will be capable of applying these concepts in building your own online business or for your clients.

What does the life you want look like? Time is given fairly to everyone. 24 hours a day, 365 days a year. What matters is how you use that time. How to set life's direction so you can get one step closer to the life you dream of, methods to turn goals into reality. And even the know-how for building systems that maximize limited time to boost work productivity. Drew&Drew will generously share the know-how we've experimented with and organized over the years.