LOW IMPACT[80% scenario]→Sustained supply crunch [60%]→[35% path]

AMD/custom silicon closes gap

AMD MI400 series plus hyperscaler TPU/Trainium deployment reaches 30%+ of AI training market; Nvidia forced to compete more on price.

Generative AI Infrastructure…[80%]×Sustained supply crunch[60%]×AMD/custom silicon closes[35%]=~17% overall

Scenario odds

80%

Generative AI

Y-path odds

~48%

Sustained supply

This Z-path

~17%

overall probability

If this Z-path occurs — market impact

Winners

Countries

🇺🇸US· Competitive AI chip market; hyperscaler capex efficiency improves 🇰🇷KR· SK Hynix HBM demand diversified across multiple GPU makers

Companies

$AMDAMD· Market share gain in AI training; valuation re-rates $AMZNAmazon· Trainium2 reduces AWS AI training costs significantly $GOOGAlphabet· TPU v5 deployment reduces Nvidia dependency; margins improve

Losers

Countries

🇹🇼TW· CoWoS concentration risk if AMD splits with TSMC

Companies

$NVDANvidia· Pricing power erodes; gross margins compress to 65-70%$ASMLASML· Order pace moderates as alternative fabs compete

Find live signals →← Back to Sustained supply crunch

AI-generated hypothesis. Not investment advice. Probabilities are illustrative estimates — multiples of 5 to avoid false precision. Always verify independently with a qualified financial advisor before making investment decisions.

LOW IMPACT[80% scenario]→Sustained supply crunch [60%]→[35% path]

AMD/custom silicon closes gap

AMD MI400 series plus hyperscaler TPU/Trainium deployment reaches 30%+ of AI training market; Nvidia forced to compete more on price.

Generative AI Infrastructure…[80%]×Sustained supply crunch[60%]×AMD/custom silicon closes[35%]=~17% overall

Scenario odds

80%

Generative AI

Y-path odds

~48%

Sustained supply

This Z-path

~17%

overall probability

If this Z-path occurs — market impact

Winners

Countries

🇺🇸US· Competitive AI chip market; hyperscaler capex efficiency improves 🇰🇷KR· SK Hynix HBM demand diversified across multiple GPU makers

Companies

Losers

Countries

🇹🇼TW· CoWoS concentration risk if AMD splits with TSMC

Companies

$NVDANvidia· Pricing power erodes; gross margins compress to 65-70%$ASMLASML· Order pace moderates as alternative fabs compete

Find live signals →← Back to Sustained supply crunch