Research engineers discuss how scaling leverage to chase large gains in AI-related assets creates unsustainable positions. One notes that hedge funds avoid such approaches due to variance risks that lead to margin calls and forced asset sales. A separate post shares an example of a leveraged trader liquidated amid market swings, occurring just before signs of recovery in semiconductor stocks. The exchange underscores that easy derisking is unavailable at that scale and that proper risk management prevents such outcomes.