Singularity.kiwi

AI progress, with honesty.

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🌅 After AGI

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

2026AI coworkers — Every knowledge worker gets an AI assistant
2027Week-long automation — Multi-day projects, junior roles fade
2028Role 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
"AI won't replace humans. Humans using AI will replace humans not using AI."

Updated Mar 2026

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