Photonix is mentioned as part of a watchlist for AI infrastructure markets.
Source Post
This 4-Step Framework Finds the Next AI Infrastructure Trade
Aug 21, 2026
The creator outlines a four-step framework for identifying AI infrastructure investment opportunities by focusing on bottlenecks in the AI market rather than directly seeking the next Nvidia. The framework involves identifying real-world AI demand, understanding the AI bottleneck ladder (GPUs, memory, networking, cooling, capacity, electricity), and analyzing infrastructure needs like data centers and power generation. The creator mentions Super Micro Computer and APL as examples of companies that fit this framework.
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NBIS is mentioned as a company related to cloud infrastructure, fitting into the framework of identifying critical components for the AI industry that are difficult for competitors to replicate.
SanDisk is identified as a company involved in memory chips, a critical component in the infrastructure supporting AI, and is expected to see demand from the growing AI market.
Micron (MU) is mentioned as a key player in the memory chip sector, which is part of the enormous chain supporting AI applications.
The creator mentions early investment in Tesla as part of their experience in identifying market shifts before they become obvious.
The creator advises against looking for the 'next Nvidia,' suggesting a focus on bottlenecks instead, though acknowledges Nvidia's early success.
APL is cited as an example of a company that aligns with the creator's AI bottleneck investment framework.
Super Micro Computer is mentioned as an example of a company that fits the creator's framework for identifying AI infrastructure plays.
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