# Samsung ships next-gen AI chips and a bank says AI is still underhyped — load up on AI memory stocks

_AI-generated trading idea · LONG · AVGO, MU, SSNLF_

> Canonical page: https://commonquant.ai/research/for-you/samsung-ships-next-gen-ai-chips-and-a-bank-says-ai-is-still--dd3f1620-ff23-4596-9a4d-88fcd9130808

Samsung just started shipping its next-generation HBM4E AI memory chips to customers, sending its stock up 6%. Meanwhile, a major bank says AI spending is actually being underestimated, and a Samsung rival just crossed a $1 trillion valuation.

## Idea

Samsung shipping its most advanced AI memory chips (HBM4E) confirms that the next wave of AI hardware demand is real and arriving now. A major bank separately argued that AI is still underhyped — meaning the spending cycle has further to run. With one memory-chip rival already valued at $1 trillion and Micron a key beneficiary of the same trend, the whole AI memory supply chain looks primed for continued gains. This isn't a one-day story; it's a multi-quarter upgrade cycle.

## Key details

- Symbols: AVGO, MU, SSNLF
- Timeframes: D
- Tags: \#semiconductors, \#ai\_memory, \#trend\_continuation

## Community

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## News sources

- [A rival joins Micron in the $1 trillion club as one bank argues AI is actually underhyped](https://finance.yahoo.com/markets/stocks/articles/rival-joins-micron-1-trillion-094600463.html) — Yahoo Finance
- [Samsung's shares surge as much as 6% company ships next-generation AI memory chip samples](https://www.cnbc.com/2026/05/29/samsung-hbm4e-chip-samples-ai-memory.html) — CNBC

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