Alap Shah

Shah notes that upstream sectors (semiconductors) are "huge winners." Bigos adds that while US software is volatile, the supply chain in North Asia (Japan, Korea, Taiwan) is critical for "developing frontier capabilities." The market is bifurcating. While software companies face competition from open-source and "distillation" (copying), the hardware required to run these models remains a bottleneck with high pricing power. LONG the AI hardware supply chain (North Asia & US Semis). Overcapacity in chip production or geopolitical conflict in Taiwan.

Taleb warns that historical pioneers (like car companies) often lose. Shah argues AI agents will replace white-collar jobs "far quicker than anyone expects," and the market is moving to a "winners and losers" scenario. Companies that sell generic software or rely heavily on billable human hours (consulting, BPO) face existential deflationary pressure from AI agents. The "rising tide lifts all boats" era is ending. SHORT/AVOID generic software and labor-intensive white-collar services. AI adoption takes longer than expected, allowing these companies to pivot.

Shah notes that upstream sectors (semiconductors) are "huge winners." Bigos adds that while US software is volatile, the supply chain in North Asia (Japan, Korea, Taiwan) is critical for "developing frontier capabilities." The market is bifurcating. While software companies face competition from open-source and "distillation" (copying), the hardware required to run these models remains a bottleneck with high pricing power. LONG the AI hardware supply chain (North Asia & US Semis). Overcapacity in chip production or geopolitical conflict in Taiwan.