💼 Work
Knowledge work transforms forever. Here's what's coming.
40% Global workforce affected
📊 The Numbers
300M Jobs exposed to AI
80% Workers affected
AI can now complete 14.5 hour tasks at 50% reliability. Doubling every 7 months.
⚠️ Risk Levels by Role
🔴 High Risk
Data entry, basic coding, customer support, translation, content writing, accounting, legal research
🟡 Medium Risk
Software engineering, marketing, consulting, teaching, journalism, project management
🟢 Lower Risk
Physical trades, healthcare bedside, creative direction, strategic leadership, human relationships
✨ New Jobs
AI trainers, prompt engineers, AI safety specialists, human-AI collaboration designers
📅 Timeline
2026 AI coworkers — Every knowledge worker gets an AI assistant
2027 Week-long automation — Multi-day projects, junior roles fade
2028 Role consolidation — One senior + AI = team of 5
2030+ AGI workforce — Any cognitive task automatable
🛡️ How to Prepare
Learn AI Tools
Claude, GPT, Gemini, Cursor. Become fluent now.
Focus on Judgment
AI generates, humans choose. Critical thinking = premium.
Build Human Skills
Leadership, empathy, creativity. AI struggles here.
Stay Adaptable
Your 2030 job doesn't exist yet. Flexibility > specialization.
💡 Optimistic View
- Eliminate boring, repetitive work
- Everyone gets PhD-level assistance
- Reduce workweek to 4 days or less
- Solo founders build billion-dollar companies
- Free humans for creative pursuits