AI‑focused startup Nscale is preparing for a massive $35 billion IPO, even as public markets tighten their valuation standards. Private equity continues to pour record investments into AI ventures, but rising U.S. interest rates and calls for an “AI development pause” have created volatility. Investors are watching closely as Nscale positions itself for one of the largest tech listings of the decade.