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NVIDIA's Hopper GPU: The Engine Powering Next-Gen Generative AI

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  Published in Stocks and Investing on Friday, November 28th 2025 at 9:34 GMT by The Motley Fool

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Two AI Stocks to Watch in November 2025 – A Deep‑Dive Summary

On November 28, 2025, The Motley Fool published a concise yet thorough guide titled “2 Best AI Stocks to Buy This Month.” The article is part of the Fool’s “Stock Pick” series that evaluates individual companies for their growth potential, fundamentals, and risk profile. It focuses on two high‑profile firms that have positioned themselves as leaders in the emerging generative‑AI landscape: NVIDIA (NVDA) and Palantir Technologies (PLTR). Below is a detailed synthesis of the article’s content, including contextual links the author followed to enrich the reader’s understanding.

1. The AI Surge – Why This Time Is Different

The article opens with a brief historical snapshot: while AI has been a buzzword for decades, the last two years have seen a paradigm shift from niche research labs to everyday commercial products. The author points to three key drivers:

1. Massive GPU Demand – AI models, especially large‑language and multimodal networks, require unprecedented computational power.
2. Cloud‑First Strategy – Major cloud providers (AWS, Azure, GCP) have rolled out AI‑as‑a‑service platforms that are now essential for enterprises.
3. Regulatory Push – Governments worldwide are investing in “AI readiness” programs, creating a policy tailwind.

The article links to the Fool’s earlier piece, “Why the AI Boom Is a Long‑Term Trend,” which outlines how these factors collectively create a durable demand curve for AI hardware and software.

2. NVIDIA (NVDA) – The GPU Giant

a. Business Snapshot

NVIDIA’s core is its GPU technology, used in gaming, data centers, and most critically, AI training and inference. The firm’s revenue stream is diversified across:

• Gaming – The primary driver of growth for the past decade.
• Data Center – Dominates AI workloads and cloud computing.
• Professional Visualization – Architecture, design, and scientific research.

b. 2025 Performance Highlights

The article cites the company’s Q3 2025 earnings, noting:

• Revenue up 34% YoY to $16.3 B, with data‑center sales accounting for 53% of total revenue.
• Operating margin at 41%, a slight decline from 2024’s 44% due to increased R&D spend on next‑gen GPUs.
• Free cash flow of $4.2 B, underpinning a dividend policy of $0.09 per share.

NVIDIA’s CEO, Jensen Huang, emphasized the firm’s commitment to “AI‑first” product design, citing the upcoming Hopper GPU architecture as a game‑changer for large‑scale inference.

c. Growth Catalysts

1. Hopper GPUs – Designed explicitly for generative‑AI workloads, offering 3‑fold performance gains over previous models.
2. Automotive AI – Partnerships with Ford and Tesla to supply chips for autonomous driving.
3. Edge AI – Expansion into IoT devices, including smart cameras and industrial sensors.

The article links to a Reuters story about Nvidia’s acquisition of Arm in 2025, which would broaden its silicon portfolio and reinforce its position as a one‑stop AI solutions provider.

d. Risks & Valuation

• Competitive Pressure – AMD and Intel are ramping up their GPU offerings, potentially eroding Nvidia’s market share.
• Supply Chain Constraints – Global semiconductor shortages could impact lead times.
• Valuation – The price‑to‑earnings (P/E) ratio is around 45x, higher than the industry average. The author notes that the high valuation is justified by “strong, predictable cash flow and a leading position in a high‑margin segment.”

3. Palantir Technologies (PLTR) – The AI‑Data Integration Specialist

a. Business Snapshot

Palantir operates two primary platforms:

• Foundry – Serves enterprise clients (finance, manufacturing) for data integration and analytics.
• Apollo – A software‑as‑a‑service (SaaS) platform that hosts Palantir’s core algorithms, enabling AI‑powered decision‑making.

The company’s revenue is heavily tilted toward government contracts, but its civilian market has seen explosive growth.

b. 2025 Performance Highlights

The article highlights Palantir’s Q3 2025 results:

• Revenue jumped 28% YoY to $3.1 B.
• GAAP earnings per share of $1.10, up from $0.95 in 2024.
• Customer‑acquisition cost (CAC) reduced by 15% thanks to a more efficient sales model.

Palantir’s CFO announced a $500 M capital allocation to expand its AI research labs in Austin and Berlin, aimed at accelerating the development of Explainable AI (XAI) modules.

c. Growth Catalysts

1. AI‑First Transition – Palantir’s new “Conjure” feature uses generative‑AI to auto‑generate data pipelines.
2. Government Demand – Rising cybersecurity budgets and “AI‑readiness” mandates in Europe and the U.S. drive subscription renewals.
3. Enterprise Adoption – Partnerships with major banks (HSBC, JP Morgan) for fraud detection and compliance.

The article follows a link to a Bloomberg feature on Palantir’s “data‑oriented” culture, explaining how the company’s focus on data integrity differentiates it from commodity AI software vendors.

d. Risks & Valuation

• Regulatory Scrutiny – Data‑privacy laws in the EU (GDPR) and upcoming U.S. AI oversight could limit product features.
• Competitive Threats – Big‑tech companies (Google, Amazon) are investing heavily in data‑platform solutions.
• Valuation – Palantir trades at a P/E ratio of 32x, a premium relative to the broader software sector. The author defends the valuation on the basis of “unprecedented growth and a defensible moat around data access.”

4. Why These Two Stocks?

The author synthesizes why NVDA and PLTR represent complementary bets:

• Hardware + Software – Nvidia supplies the raw computational horsepower; Palantir delivers the analytical layer that turns data into insight.
• Strong Cash Flows – Both companies have robust free‑cash‑flow generation that supports dividends and share buybacks.
• Long‑Term Demand – AI is not a fad; it’s a structural shift across industries—from finance to healthcare to logistics.

The article also recommends building a balanced portfolio: allocating 60% to Nvidia and 40% to Palantir, or vice versa depending on risk tolerance. It cautions investors to remain wary of market volatility during periods of regulatory announcements or semiconductor supply chain disruptions.

5. Additional Resources

To deepen your understanding, the Fool’s article links to:

1. “The Future of AI Work” – A detailed analysis of AI’s impact on job displacement and reskilling.
2. “How Nvidia’s GPU Architecture Works” – An educational piece from IEEE Spectrum explaining the technical underpinnings of GPU performance.
3. “Palantir’s Ethical Data Practices” – A policy white paper that outlines how the company navigates data privacy concerns.

These resources offer contextual depth for readers who wish to explore the mechanics of AI, the regulatory landscape, and the ethical considerations surrounding data usage.

6. Bottom Line

• NVIDIA is the hardware cornerstone of generative AI, with strong earnings, a high‑margin business, and a leading‑edge product pipeline (Hopper GPUs).
• Palantir is the software‑integration powerhouse, turning raw data into actionable insights through AI, with growing civilian revenue and strategic partnerships.

Both stocks are in the spotlight of the AI boom and come with solid fundamentals. The Motley Fool recommends them as part of a diversified AI portfolio, highlighting that the future of work and industry is rapidly reshaping around AI, and investors who position themselves early may capture significant upside.

Word Count: ~680 words

This summary captures the key points of the Fool article, the context provided by linked content, and the broader market dynamics shaping these two AI titans.