Nvidia launches reasoning model for robotaxis amid valuation skepticism

Nvidia's August 4 launch of Alpamayo 2 Super reflects a deliberate strategic pivot toward autonomous vehicles as the next frontier for growth. Rather than licensing a proprietary frontier model at premium prices, the company is offering an open-source foundation that developers can build on without per-task fees—a model designed to drive adoption across the automotive supply chain while locking in Nvidia's data center infrastructure as the compute layer beneath those stacks. This positioning arrives as Nvidia's core business accelerates: trailing 12-month revenue climbed 71% to $253 billion, with data center revenue (the segment autonomous-vehicle compute depends on) growing 92% year over year to $75.2 billion.

However, investor enthusiasm has not matched the growth rate. Nvidia's stock has stalled after recent earnings beats, a sign the market may be pricing in the difficulty of maintaining such returns at a $5 trillion valuation—a size roughly equal to a sixth of annual US economic output. The company's signal of confidence in its cash position (a dividend increase to $0.25 a share and an $80 billion buyback authorization) underscores management's belief in durability, but the stock's tepid reception suggests investors are waiting for proof that robotaxi adoption can sustain the growth trajectory that has driven Nvidia's rise. The August 26 earnings call will be a key test of whether the market's skepticism reflects realistic concern or temporary caution.