Original Insight Roundup

🧠 AI & Semis

• $AMD has a credible second-source setup in AI accelerators. The key swing factor is scale: annual revenue is expected to nearly triple to more than $100B by 2028, with MI450 and Helios driving the next data-center leg. If inference demand keeps broadening, Instinct can become a real at-scale alternative, not just a niche challenger. 1

• China’s homegrown immersion DUV lithography push is strategically important, but near-term disruption risk to $ASML looks limited. The logic is simple: it reduces reliance on $ASML at mature nodes, yet output is still tiny and performance still trails ASML. No real competitive threat in the near term. 2

• China’s DUV ramp still looks capacity-constrained. Twenty units next year is nowhere near enough to move the needle at scale. The breakthrough matters, but the production bottleneck keeps the impact capped. 3

• China’s DUV tool is not fully self-sufficient yet. Performance is inferior to ASML’s, and some components are still imported from Japan, even though most are made in China. The takeaway: domestic substitution is progressing, but the high-end gap is still there. 4

• $SKHY still looks attractive despite extreme KOSPI concentration. On some days, Samsung and SK Hynix alone make up 80% of the entire day’s trading volume in the KOSPI. That crowding is wild, but the preference remains with $SKHY. 5

• $NVDA is already showing the “snap back” trade in motion. It has outperformed $MU, $AMD, and especially $INTC this month, which keeps the relative-strength setup intact. 6

🐋 Big Tech & Whale Positioning

• $GOOGL / $GOOG has a clean whale-following setup. Warren Buffett bought $10B worth last month, and the stock can now be tailed at roughly 9% ish cheaper than his entry. Risk/reward looks better when the same asset is available below the whale’s cost basis. 7

🧩 Market Narrative & Positioning

• The TACO narrative may have been a retail-night-session hallucination rather than a real catalyst. If it was never actually said before, then the move was driven by imagination and positioning, not confirmation. 8