Hey friend. Anthropic put out something this week about AI that designs and improves its own successors, with no human required and the natural reaction is to ask where us humans fit in. I had the opposite thought. I want to walk you through why your experience gets more valuable in that world, not less.

Here's the post I shared on LinkedIn about it, because I think a lot of us over 50 need to see this clearly.

What happens to humans in a near future where AI improves itself, without a 'human in the loop'?

Anthropic just published a report that discusses this. They're describing a future where AI systems design and improve their own successors, without human involvement (called ‘recursive self-improvement’ but I’ll use ‘self-learning AI’ for shorthand).

This could be a threat but there is an opportunity for the over 50 crowd like me.

tl;dr: Your decades of experience aren't becoming obsolete. They're becoming the most important input in the whole system.

Here's what Anthropic envisions the persistent human role to be:

  • Research taste and judgment

  • Choosing which problems matter

  • Knowing when to trust a result

  • Recognizing when an approach is a dead end

These skills come from decades of doing the work and seeing what holds up. If you're over 50, you've been building exactly this.

The "virtual lab" Anthropic also describes needs directors, not coders. People who set direction, validate outputs and catch what the system misses (ie good judgement & context that I talk a lot about).

The natural next step for someone with deep domain expertise isn't retraining from scratch. It's moving toward oversight, validation and systems orchestration.

Self-learning AI doesn't make your expertise obsolete, it actually depends on it.

If this post makes sense to you, think about where you are already the director in your own work, the one who sets the direction and catches what the system would miss. Build on that skill.

My TikTok about experience

@aiover50

#creatorsearchinsights She asked the question nobody says out loud. Here's the honest answer. #aiover50 #over50 #aitips #midlifeai

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