⚰️  Grave new world 

**TL;DR** - Wide-ranging editorial on societal implications of AI acceleration: what near future looks like if capabilities continue on this curve.

The 10-Second Pitch

• Economic displacement timeline compressing - 5 years, not 20
• Skills AI cannot replace (judgment, accountability, trust) are ones we are not training for
• Policy responses moving at speed of regulatory cycles, not technology cycles

Setup in 3 Steps

1. Read serious critiques alongside optimistic takes - both needed

2. Identify which of your professional skills compounding with AI vs being substituted by it

3. Companies that navigate this best thinking 5 years out, not 5 quarters

**Example Prompt:**

Write a framework for evaluating which job categories most and least exposed to AI automation over a 3-year horizon.

Verdict

Worth your time if you have 30 minutes. Headline bleak; subtext is you have more agency than you think.