Entering a 4-Year Memory Supercycle (JPM)
1. Global Memory Cycle
• With surging datacenter and AI compute demand, a four-year upcycle is expected from 2024–2027.
• Global memory TAM revised up by 6–24% versus prior estimates.
• Introduction of HBM4E in Rubin Ultra…
From fast payments to tokenization, digital innovation is transforming finance. The challenge: harnessing benefits while managing risks, Aldasoro, Frost, and Shreeti write in F&D magazine. imf.org/en/Publication…
$BN predicts that the total AI data center capacity will grow by 11x in the next 10 years.
We will add +75GW of capacity.
$NBIS is one of the leaders in AI-cloud but its on its way to achieve only 1GW capacity by the end of next year.
Even if we assume it can just achieve 4GW…
Global current account imbalances are widening again, reversing a post-crisis trend and signaling possible structural shifts, according to the IMF’s 2025 External Sector Report. imf.org/en/Publication…
China now dominates global car production. Second place isn't even close.
In 1998, China accounted for 1.4% of global car production.
In 2023, China accounted for 38.4% of global car production.
Hong Kong GF Securities’ annual AI accelerator shipment model:
** Notably, GF Securities projects that NVIDIA’s total GPU shipments will peak in 2026 and then start to decline.
** AMD’s growth is projected at a relatively conservative pace.
** AWS is expected to grow rapidly.
Hong Kong GF Securities’ annual AI accelerator shipment model:
** Notably, GF Securities projects that NVIDIA’s total GPU shipments will peak in 2026 and then start to decline.
** AMD’s growth is projected at a relatively conservative pace.
** AWS is expected to grow rapidly. https://t.co/a0I75NufKU
Latest AI read-through per request: usage continues to inflect.
Frame of reference, AlphaSense token consumption is ~1% of MSFT+Azure - which an investor pointed out, puts this towards the tip of the spear of the end-user AI debate in the mkt.
AS Deep Research already offers…
Micron is likely to shift its HBM4 capacity to general-purpose DDR5 due to HBM4 speed issues
Micron is projected to face delays in its CS schedule compared to Samsung Electronics and SK Hynix due to HBM4 speed issues for NVIDIA. Industry sources estimate that providing samples…
$ORCL backlog was CRAZY+359% to $455B.
HOW CAN YOU SAY THE AI BUBBLE IS NOW WHEN YOU SEE NUMBERS LIKE THIS!
"We signed four multi-billion-dollar contracts with three different customers in Q1," said Oracle CEO, Safra Catz. "This resulted in RPO contract backlog increasing 359%…
NEW: In the Sunday @nytopinion, Kurt Campbell and I argue America alone can’t match China’s scale.
With "allied scale," it’s no contest.
But if Trump keeps alienating US partners, we'll never get there—and the next century will be China's to lose.
I’ve been seeing a lot of chatter on X about “peak cycle” and how the economy looks late-cycle. So I wanted to tackle this head on and share a few thoughts of my own...
This is from the August 21st MIT publication:
A classic late-cycle economy typically has all the following…
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