Secretive AI Lab Chasing ‘Superintelligence’ Announces Massive Investment From NVIDIA. Here’s Why it Matters.

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By Gerelyn Terzo Published

Quick Read

  • NVIDIA's investment in Ilya Sutskever's SSI will 10x the lab's compute in 12 months, cementing NVIDIA's toll-booth position across frontier AI infrastructure.

  • Taiwan Semiconductor grew Q2 revenue 36% year over year, as every dollar frontier labs spend on NVIDIA chips ultimately routes through its fabrication plants.

  • At 23x forward earnings against 85% revenue growth, NVIDIA's valuation looks reasonable, but net insider selling and China revenue exclusions are risks worth watching.

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Secretive AI Lab Chasing ‘Superintelligence’ Announces Massive Investment From NVIDIA. Here’s Why it Matters.

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NVIDIA (NASDAQ:NVDA | NVDA Price Prediction) shares have advanced 17.5% over the past year and 943.9% over five years, closing at $206.64 on August 3 before tacking on another 1.74% to $210.23 after recapturing headlines. If you watched that run from the sidelines, the question is unavoidable: with NVIDIA now investing directly in OpenAI alum Ilya Sutskever’s secretive AI lab Safe Superintelligence lab, is it too late to buy?

According to the announcement, NVIDIA is making a “substantial investment” that will let the lab “10x our compute in the next 12 months,” a commitment made after The Wall Street Journal reported NVIDIA received a “rare glimpse” into SSI’s research. Superintelligence, in this context, means AI systems that exceed human capability across essentially all cognitive tasks. Whether SSI gets there or not, the scaling-law logic points in the same direction: more frontier labs chasing that target translates to greater demand for compute, and NVIDIA still sells the picks and shovels.

Valuation: Reasonable, Not Cheap

At $210.23, NVIDIA trades at a trailing P/E of 30.7 and a forward P/E of 22.8, with a PEG of 0.553. That forward multiple is lower than the S&P 500’s typical growth-stock band. It sits against Q1 FY2027 revenue of $81.615 billion, up 85.23% year over year, non-GAAP EPS of $1.87, the fourth consecutive beat, and free cash flow of $48.554 billion in one quarter.

Analyst consensus price target stands at $302.83, backed by 48 Buy ratings and 10 Strong Buys against just 2 Holds and 1 Sell.

NVDA price target

Forward Catalyst: The Buildout Is Accelerating

Nvidia’s Q2 FY27 guidance is just as bullish. Management calls for $91.0 billion in revenue at a 75.0% non-GAAP gross margin. Total supply commitments have swelled to $119.0 billion, a visibility figure that dwarfs the $50.3 billion two quarters earlier. CEO Jensen Huang famously called the AI-factory buildout “the largest infrastructure expansion in human history.”

Blackwell 300 is ramping, Vera Rubin is announced, and the SSI deal adds another named frontier customer alongside OpenAI, Anthropic, Meta, and Google Cloud. Every dollar SSI spends chasing superintelligence ultimately routes through NVIDIA silicon fabricated by Taiwan Semiconductor Manufacturing (NYSE:TSM), whose Q2 2026 revenue grew 36% YoY on the same wave.

Downside: What You Are Underwriting

Nvidia’s forward guidance excludes any Data Center compute revenue from China. The company’s $30.0 billion in multi-year cloud service commitments and the $119 billion supply book create real execution risk if hyperscaler capex softens. Insider direction across 26 recent transactions is net selling. Polymarket traders assign only a 51.5% probability that NVDA closes August above $210, and just a 21.5% shot above $230. The 52-week low below $165 defines the range of a garden-variety AI-capex scare.

Verdict

The setup remains constructive. A forward multiple of roughly 23 on a business growing revenue 85% year over year in the latest quarter, with 75% gross margins, $48.5 billion in quarterly free cash flow, and an $80 billion buyback authorization, is a price a growth-oriented retirement investor can defensibly pay for the dominant supplier to the AI infrastructure cycle. The SSI investment adds one more data point to the same thesis: frontier labs will keep scaling compute, and NVIDIA sits at the toll booth.

The 200-day moving average near $193 is the level to watch for investors weighing a new entry against the announcement-driven pop. NVIDIA is not cheap in absolute terms, but the multiple still looks reasonable if the AI infrastructure cycle keeps converting into revenue, margin, and cash.

Contact [email protected] for any questions or corrections.

Photo of Gerelyn Terzo
About the Author Gerelyn Terzo →

Gerelyn Terzo is the author of dividend investing handbook "Dividend Investing Strategies: How to Have Your Cake & Eat It Too." A veteran financial journalist, she covers agri-finance for outlets like Global AgInvesting and the broader stock market and personal finance for 24/7 Wall Street. She began at CNBC and later helped launch Fox Business in New York. Gerelyn currently resides in Woodland Park, Colorado and dabbles in nature photography as a hobby.

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