His Articles

Macro Linkages

Copper and Palladium Prices: The Semi Manufacturing Cost Transmission

Semiconductor manufacturing is often described through advanced lithography, wafer fabrication, packaging technology, and massive investments in computing infrastructure. Yet beneath these sophisticated processes lies a less glamorous but highly important layer: raw materials and industrial inputs. Copper and palladium are two commodities that can provide useful signals about this underlying cost structure.

Macro Linkages

Historical Performance and Coping Strategies of Semis Under "Stagflation" Scenarios

Stagflation—an uncomfortable mix of persistent inflation and sluggish growth—is the kind of macro regime that makes almost every asset class nervous. For semiconductors, it’s especially tricky. The sector thrives on strong end demand, predictable capex, and manageable input costs. Stagflation undermines all three at once: rates stay high, consumer and industrial demand soften, and commodities can bite margins. Yet semis are not doomed in such environments. History suggests they navigate stagflation with a mix of pricing power, capital discipline, and strategic repositioning.

ETFs

2027 Semi ETF Industry Outlook – Product Innovation and Investor Behavior Evolution

Semiconductor themed ETFs have already gone from obscure sector tools to core vehicles for expressing views on AI, cloud infrastructure, consumer electronics, and industrial automation. By 2027, that evolution is likely to be even more pronounced. Semi ETFs will sit at the intersection of product innovation in the ETF industry and shifting investor behavior in an increasingly factor- and outcome-driven world. The result will not just be “more semi ETFs.” It will be more specialized, more dynamic, and more integrated ways to trade and allocate around the semiconductor value chain.