kiktmog@gmail.com 
TL;DR: Over a 14-day rigorous time audit (38.5 total hours logged in ChatGPT and Claude), only 50% (19.2 hrs) produced genuine high-leverage output. 31% (12.1 hrs) was eaten by prompt-fiddling and hallucination checks, while 19% (7.2 hrs) disappeared into aimless AI procrastination. AI does not automatically save time—it shifts time into new friction loops unless … 더 읽기
TL;DR: When tested on a delicate, real-world business negotiation email, Claude 3.5 Sonnet won decisively on tone nuance and required less than 2 minutes of editing. ChatGPT-4o was the strongest for mathematical logic and spreadsheet structuring, while Gemini excelled at large document digestion but lagged in human-sounding email register. Here is the direct verdict up … 더 읽기
TL;DR: The one document I will never delegate to ChatGPT, Claude, or any optimization algorithm is the Critical Component Shortage & Customer Allocation Report. When physical supply runs short, mathematical optimization fails because it ignores unwritten contract penalties, vendor reliability nuances, and personal accountability when a plant stops. Here is the short answer: I will … 더 읽기
TL;DR: AI translators nail grammar, but getting the right tone is still a gamble. I trust them completely for low-stakes factual lookups, but for anything human-facing, I still write in English directly and only polish sentences with AI. Short answer: grammar isn’t the problem anymore — tone is. AI translation tools are excellent at sentence … 더 읽기
TL;DR: Where a 13-year supply chain planner actually uses AI — and where I deliberately don’t. I use it for spotting demand patterns, but never for final inventory formulas or confidential order-level data. Short answer: yes, but only for spotting patterns in the numbers — never for the actual inventory formulas, and never with real … 더 읽기
TL;DR: I tested 4 AI background removal tools across 200 real site images over 5 days. For clean, single-subject shots, remove.bg is the fastest. For messy, low-contrast, or cluttered images, PhotoRoom is noticeably better. If you only need this occasionally, remove.bg is more than enough. Every post on this site needs 2-3 images, and every … 더 읽기
Three weeks ago I published a post here and a reader left a comment that just said: “this reads like it was translated.” I sat with that for a minute before I closed the laptop, because they weren’t wrong. It was translated — just not by a program. By me, in my head, from Korean … 더 읽기
🔄 Last updated: August 23, 2026 🔥 1 ARTICLE ➔ 25 ASSETS | 10X ORGANIC REACH 30-DAY CONTENT AUDIT “I Stopped Spending 15 Hours a Week Writing Separate Social Media Posts. Here Is How 1 Article Turns into 25 High-Performing Assets Automatically.” Writing a high-quality, in-depth 2,500-word article takes serious time and effort. But here … 더 읽기
🔄 Last updated: August 23, 2026 🔥 4.5 HRS/WK RECLAIMED | 3,200 NOTES INDEXED 30-DAY PKM AUDIT “I Stopped Organizing Notes into Complex Folders and Built an AI Second Brain. Here Is How My Notes Now Talk Back to Me.” Confession: I used to spend hours every Sunday organizing digital folders, color-coding tags, and creating … 더 읽기
🔄 Last updated: August 23, 2026 🔥 21.5 HOURS RECLAIMED | 60+ HOURS AUDITED 30-DAY VIDEO AUDIT “I Stopped Watching 2-Hour YouTube Keynotes and Technical Webinars at 1.5x Speed. Here Is How AI Condenses Them in 30 Seconds.” We’ve all been there: You click on a 90-minute conference talk hoping for practical advice. Fast forward … 더 읽기