NVIDIA Corp. (NVDA) shares crossed the $190 mark in after-hours trading Wednesday, reaching $190.16 on Robinhood's overnight platform. The 0.82% gain came on the heels of news that the chipmaker struck a licensing deal with AI startup Groq, a company that's been making waves in the inference chip space.

The $20 Billion Question

Here's where things get interesting. Groq, founded back in 2016, has entered into a non-exclusive licensing agreement with NVIDIA covering its inference technology. According to Alex Davis, CEO of Disruptive, a Dallas-based growth investment firm and major Groq backer, NVIDIA agreed to acquire assets from Groq for $20 billion in cash.

That's not pocket change, even for a company with NVIDIA's resources. The deal suggests NVIDIA sees real value in Groq's approach to AI inference, the process of running trained AI models to generate outputs.

Leadership Moves

As part of the arrangement, Groq founder and CEO Jonathan Ross will be joining NVIDIA to help integrate the licensed technology. Ross confirmed the collaboration on X, highlighting its potential for scaling AI processing solutions. It's a familiar pattern in tech: startup builds something interesting, big player brings it into the fold, founder comes along to make sure it actually works.

Context Matters

This deal didn't come out of nowhere. Just a few months back in September, Groq closed a $750 million funding round with backing from some serious players, including Samsung Electronics Co. (SSNLF) and Cisco Systems (CSCO). Now those investors are presumably feeling pretty good about their timing.

Meanwhile, Wall Street continues to bet big on NVIDIA's future. In December, Morgan Stanley (MS) maintained an Overweight rating with a $250 price target, reflecting ongoing confidence in the company's AI-driven growth story.

The numbers back up that optimism. Over the past year, NVIDIA has gained 34.79%, pushing its market capitalization to a staggering $4.58 trillion. The stock's 52-week range spans from $86.63 to $212.19, showing both the volatility and momentum that have characterized the AI chip sector.

For what it's worth, NVIDIA's fundamentals look solid too, with a Quality score of 97.89 according to market data rankings. When you're spending $20 billion on new technology, having that kind of foundation doesn't hurt.