Memory is the biggest bottleneck in the AI supercycle
Every model, every datacenter, every chip needs more of it than the world can make
And the world cannot make it fast enough
Memory stocks are pumping because the smart money already figured this out
The supply shock isn't a blip, it's structural, and it's projected to last for years
Apple products going up
Gaming rigs going up
Electric cars going up
Anything with memory in it... going up
The shortage is coming whether you're positioned for it or not
Wall Street stacks Micron
We stack $MEMORY
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I check the constraint heatmap on Tessara every day..
The tightest link in the AI buildout right now is still DRAM.
Not GPUs. Not apps. Not AI software.
Memory.
With Micron earnings last week absolutely smoking all estimates and putting up truly insane numbers, the timeline is once again asking if this is the top of the memory cycle.
I sat down to do the work, and it seems we are in for a much longer shortage than the market believes.
A few key numbers:
1. Token demand is projected to 24x by 2030.
2. HBM supply is projected to double by 2030.
3. HBM demand is projected to 5x by 2030.
There’s a massive structural supply/demand imbalance in the market, and it’s actually growing not shrinking.
Link to read the full free report below.
A million-GPU cluster runs at 10 to 20% utilization because the GPUs are starving for data. Compute has raced ahead for a decade while memory bandwidth crawled, so the chips now burn most of every cycle waiting on HBM instead of doing math.
Those idle cycles are stranded capex, billions in silicon sitting dark.
You don’t fix that by buying more GPUs. You fix it by feeding the ones you already own.
The bottleneck was never compute.
It’s $memory.
That’s why memory is the AI trade, not a supplier to it.
If you remember me for like 6 months yelling about the RAM and memory crisis then I need not say much more
If not get ready for more yelling. Read this and position in the memory supercycle
$memory
$RAM
weak hands simply filtering out and being replaced with people that understand the power this narrative holds
imagine ramcoin on peptides, thats $Memory
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$bio/acc
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You big into showing your work?
Here's how the $LAD community racked up over 165K views X in 2 days
This proves how viral and flexible this meme is
Thread below are all the tweet links
Don't even joke, theriously
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