T
TubeFolio
Back to Dashboard

AGI Has Arrived. Here's How I'm Investing In It.

Ticker Symbol: YOU•Sep 12, 2026

Summary

Alex’s central thesis is that the release of GPT6 Astra signals the arrival of AGI because it can autonomously operate a computer via a user interface to complete multi-step tasks without human supervision. Alex believes this shifts the investment landscape from "instruction-based AI" to "goal-based AI," which requires significantly more compute power—estimated at 15 to 100 times more than traditional chatbots. Alex expects a massive expansion of the global AI market, projecting a 38.5% compound annual growth rate through 2034. Alex focuses on the hardware "stack" necessary to power these agents, moving beyond just GPUs to include critical components like CPUs, high-bandwidth memory (HBM), and silicon photonics.

AMD: Alex highlights AMD for its data center CPUs like the EPYC series, noting that AI agents require significant CPU power for executing tools and code. Alex points out that Microsoft is already building dedicated instances for agentic AI using AMD hardware on Helios racks. Alex argues that as businesses adopt autonomous AI, AMD's data center CPU business will become increasingly valuable due to high margins and pricing power.
ARM: Alex notes that Nvidia’s Grace CPUs use ARM architecture and that ARM's own new "AGI CPU" already has over $2 billion in customer demand with Meta Platforms as a lead partner. Alex points out that ARM's data center royalties have more than doubled year-over-year. However, Alex warns that ARM's move into manufacturing might lower their overall margins even as their market dominance grows.
Nvidia (NVDA): Alex has been an Nvidia shareholder for over ten years and highlights that the company is building its first custom custom CPUs, the Vera chips, to work alongside GPUs. Alex notes that these chips will reduce the royalties Nvidia pays to other companies while strengthening their ecosystem. Alex also mentions that Nvidia has made significant $2 billion purchase commitments to specific laser suppliers to secure their supply chain.
Micron (MU) and SK Hynix (SKHY): Alex identifies SK Hynix as the global leader in high bandwidth memory (HBM) and Micron as the key American player in the sector. Alex states that because AI agents need to keep data active for long durations, memory demand is becoming permanent and structural rather than cyclical. Alex points out that both stocks trade at a forward price-to-earnings ratio of under eight, suggesting they are undervalued for the AGI era.
Cerebras (CBRS): Alex describes Cerebras as a focused bet on inference speed, utilizing a unique wafer-scale chip design that is significantly faster than Nvidia's current hardware. Alex highlights their massive $25.4 billion backlog, which is 29 times larger than their current annual revenue. While Alex notes the high customer concentration risk with OpenAI, Alex expects the company to perform very well as inference becomes more expensive and frequent.

Mentioned Stocks

MU
Sentiment: BUYAction: RECOMMENDED

Reasoning: Alex views Micron as the primary American beneficiary of the surge in memory demand. Alex notes that revenue more than tripled year-over-year and that the stock is historically cheap at a forward P/E under eight despite the structural shift in demand.

Loading chart...
NVDA
Sentiment: BUYAction: RECOMMENDED

Reasoning: Alex has been a shareholder for over 10 years and views Nvidia as a core holding. Alex highlights Nvidia's new custom 'Vera' CPUs and their strategic $2 billion investments in laser suppliers like Lumentum and Coherent to control the full AI hardware stack.

Loading chart...
AMD
Sentiment: BUYAction: RECOMMENDED

Reasoning: Alex argues that AI agents require massive CPU power to run background tools and software. Alex notes that AMD's EPYC CPUs are integral to Microsoft's new agentic AI data center instances, giving the company high pricing power in a constrained market.

Loading chart...
CBRS
Sentiment: BUYAction: RECOMMENDED

Reasoning: Alex describes Cerebras as a pure-play bet on inference speed due to its massive wafer-scale chips. Alex highlights a $25.4 billion backlog and notes that while the company currently loses money, it holds $8.6 billion in cash and provides hardware five times faster than Nvidia's B200.

Loading chart...
ARM
Sentiment: BUYAction: RECOMMENDED

Reasoning: Alex points to the 2.5 million Grace CPUs already shipping that use ARM architecture. Alex also highlights the $2 billion in demand for ARM's new 'AGI CPU' and doubling data center royalties, though Alex notes that manufacturing costs may impact future margins.

Loading chart...
LITE
Sentiment: BUYAction: RECOMMENDED

Reasoning: Alex is 'pounding the table' on Lumentum because they provide the light sources for optical transceivers. Alex notes that their revenues for co-packaged optics doubled year-over-year and are expected to double again.

Loading chart...
COHR
Sentiment: BUYAction: RECOMMENDED

Reasoning: Alex views Coherent as a broad leader in lasers and transceivers for data centers. Alex emphasizes that Nvidia's $2 billion commitment to the company is a strong signal of its essential role in the AI infrastructure stack.

Loading chart...
CRDO
Sentiment: BUYAction: RECOMMENDED

Reasoning: Alex highlights Krato's specialized copper cables used inside AI racks, noting that this product line is expected to triple by 2026. Alex is bullish on the company's 115% year-over-year revenue growth and strong management guidance.

Loading chart...
ALAB
Sentiment: HOLD

Reasoning: Alex states that Astera Labs makes critical controllers for shared memory and has seen revenues double. However, because the stock has recently undergone a massive rally, Alex is keeping it on a watch list for a better entry point.

Loading chart...
TSEM
Sentiment: BUYAction: RECOMMENDED

Reasoning: Alex notes that Tower Semiconductor is a key foundry for silicon photonics, which are chips that convert electrical signals to light for data transfer. Alex points out that the company has already signed $1.3 billion in photonics contracts for 2027.

Loading chart...
SKHY
Sentiment: BUYAction: RECOMMENDED

Reasoning: Alex identifies SK Hynix as the world leader in high bandwidth memory (HBM), which is critical because AI agents require memory to stay active for days. Alex states that the stock is currently undervalued, trading at a forward P/E of under eight.

Loading chart...