/Tech5h ago

Essay Examines Bottlenecks After AI Reaches Recursive Self-Improvement

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Matthew Berman@MatthewBerman#1822inTech

What happens when we reach recursive self-improvement?

Where will the bottleneck be? Chips? Energy? Still humans?

New essay by @benitoz ->

https://briefing.forwardfuture.ai/p/the-bottleneck-migrates

9:22 AM · Jun 11, 2026 · 13.1K Views
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Positive users agreed with the essay on bottlenecks after AI recursive self-improvement, while negative users expressed strong concerns about power struggles and dismissed the ideas by stressing real constraints like energy and physics.

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Matthew Berman@MatthewBerman

"Recursive self-improvement does not lift the ceiling on AI progress. It just moves the ceiling somewhere else."

Most people don't understand this. We aren't suddenly going to have infinite productivity because we have infinite intelligence. Systems will always have bottlenecks and our economy is no exception.

Matthew Berman@MatthewBerman

What happens when we reach recursive self-improvement?

Where will the bottleneck be? Chips? Energy? Still humans?

New essay by @benitoz ->

https://briefing.forwardfuture.ai/p/the-bottleneck-migrates

4hViews 4.6KLikes 36Bookmarks 6
@Beesalbob

@MatthewBerman @benitoz Some hunger for power like the need for air. They will not give up without being pounded down.

5hViews 5
@Beesalbob

@MatthewBerman @benitoz People at first will absolutely be the primary obstacle. Example: unions will fight tooth and nail to hamper automation

5hViews 5
James Miller@JimDMiller

@MatthewBerman @benitoz Let's hope it's not atoms, because that's what our planet's is made of.

4hViews 93Likes 1

@MatthewBerman The physical world is way harder to scale than software 🎯

4hViews 43Likes 1

@MatthewBerman @benitoz Energy, in the US. Nothing in China.

5hViews 41
Roly@rolyataylor2

@MatthewBerman @benitoz My theory: We are observing our thoughts, we are not our thoughts, so i think when we hit recursive self improvement we will have way more thoughts to observe. The perfect UI is invisible to us and the maximum will be full integration into us, in whatever way we can imagine.

4hViews 27

@MatthewBerman common sense to some, but so illusive to others ...

4hViews 24
The Implications@packofmels

@MatthewBerman We are already bottlenecked by the core technology that makes LLMs work. We simply scale up hopeful for emergent behaviors that don't seem to come.

Recursive self improvement is cope. It's just more scale and more token burn.

4hViews 21
BizSimpleAI@BizSimpleAI

@MatthewBerman @benitoz Regulations? Maybe not as big of a problem in the US as here in Europe

5hViews 14
Matthew Berman@MatthewBerman

@tomas_hk @benitoz Systems will system

4hViews 10

@MatthewBerman the bottleneck just moves but it never disappears

humans still owning the slowest part of the loop

4hViews 9
RameshR@rezmeram

@MatthewBerman just physics man, constraints are real...

4hViews 8
Marconium@Marconium2

@MatthewBerman @benitoz Energy will be the limit/robots ability to deploy solar panels fast enough

3hViews 5
Theo FunnyStrip@thecodingtheo

@MatthewBerman Yep. Intelligence isn't a magic wand. The constraint just moves and suddenly everyone remembers physics.

3hViews 3
@Beesalbob

@MatthewBerman @benitoz I cannot believe I can say these things as legitimate possibilities around corner to be concerned with.

5hViews 2

@MatthewBerman @benitoz Many of my Twitter followers have already joined my WhatsApp

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