After 2028: The Humans Who Still Matter When AGI Runs Everything

The Coming Transformation Prediction: By 2040, 50-60% of jobs automated Reality check: AGI doesn鈥檛 eliminate humans鈥攊t concentrates human value The question isn鈥檛 whether you鈥檒l have a job in 2028. It鈥檚 whether your job will be one that AGI amplifies or replaces. Part 1: The AGI-Powered Company Structure Before vs. After Aspect Traditional Company (2025) AGI-Powered Company (2028+) Size 100-10,000 employees 10-100 humans + 100s of AI agents Layers 5-10 management levels 2-3 levels Decision speed Weeks-months Real-time Cost structure Human-labor heavy Compute-heavy Competitive advantage Scale, capital Speed, adaptation The One-Person Organization What becomes possible: ...

March 15, 2026 路 5 min 路 1064 words 路 Den Kim
AI agents emerging as new economic participants

AI Agents as Economic Entities: The Future of Digital Labor (Part 3)

The Question Nobody Wants to Ask 馃 AI agents already trade stocks, manage portfolios, write code, create content, and execute transactions. They generate real economic value. But can they be economic entities? Can they own property, enter contracts, be held liable? These aren鈥檛 philosophical questions anymore. They鈥檙e practical ones that our legal system will be forced to answer. The Reality Today 鈿栵笍 Legal Vacuum Currently, AI agents exist in a legal void: ...

February 19, 2026 路 7 min 路 1370 words 路 Den Kim