Nvidia expects $1 trillion GPU orders as Anthropic secures infrastructure

Key Takeaways

• Global data center spending is projected to reach $1.7 trillion by 2030, driven by AI demand.
• Nvidia expects over $1 trillion in orders for its Blackwell and Rubin GPUs through 2027, maintaining a strong position in AI hardware.
• Hut 8 secured a $7 billion deal with Fluidstack and Anthropic for AI data center capacity and plans an 8.5 gigawatt pipeline.
• Nebius Group reported a 547% revenue increase and aims for $7 billion to $9 billion in revenue by 2026 from its data center business.
• Palantir's stock trades at a forward P/E ratio of approximately 109.4, significantly higher than Nvidia's 20.6, raising valuation concerns.
• ScaleOps, an Israeli AI optimization company, raised $130 million, valuing it over $800 million, and helps companies like Adobe optimize AI infrastructure.
• Sycamore, an enterprise AI agent startup, secured $65 million in seed funding to build an orchestration layer for AI agents.
• Micron reported record Q2 FY2026 revenue of $23.86 billion, while Seagate posted $2.83 billion, both benefiting from the AI hardware boom.
• Concerns about an AI market bubble are growing as Nvidia and other tech stocks decline from recent peaks.
• Bybit expanded its AI Trading Skills Hub with new features for Earn Dual Asset and On-Chain Alpha trading using natural language commands.

Top 3 AI Stocks for Long-Term Investors

Global data center spending is projected to reach $1.7 trillion by 2030, creating opportunities for AI infrastructure companies. Nvidia leads with high-margin data center GPUs and expects over $1 trillion in orders for its Blackwell and Rubin GPUs through 2027. Nebius Group is a growing data center builder that signed multibillion-dollar deals with AI companies and reported a 547% revenue jump. Hut 8 is also building data centers for AI companies, recently securing a $7 billion deal with Fluidstack and Anthropic, and plans an 8.5 gigawatt pipeline.

Invest in AI: Nvidia, Nebius Group, and Hut 8 Lead Growth

The AI boom is driving massive growth in data center spending, expected to hit $1.7 trillion by 2030. Nvidia continues to profit from its high-margin data center GPUs, with significant future orders anticipated. Nebius Group is rapidly expanding its data center capacity, reporting a 547% revenue increase and aiming for $7 billion to $9 billion in revenue by 2026. Hut 8 is also a key player, securing a major $7 billion deal to supply AI infrastructure and developing a large pipeline of data center capacity.

AI Infrastructure Stocks: Nvidia, Nebius Group, Hut 8

Global data center spending is projected to reach $1.7 trillion by 2030, benefiting AI infrastructure companies. Nvidia leads with strong revenue growth in its data center segment and high margins on its GPUs. Nebius Group is rapidly expanding its data center business, with a 547% year-over-year revenue jump and ambitious future revenue targets. Hut 8 is also a significant player, securing large deals for AI data center capacity and developing an extensive pipeline.

Nvidia vs. Palantir: Which AI Stock Offers Better Returns?

Nvidia and Palantir have seen significant stock growth amid the AI boom. However, Palantir's stock is valued much higher than Nvidia's, trading at a forward P/E ratio of around 109.4 compared to Nvidia's 20.6. Nvidia's hardware business has a higher barrier to entry, suggesting a stronger long-term competitive advantage. Investors seeking potentially less volatile growth might favor Nvidia due to its more reasonable valuation and strong position in the AI hardware pipeline.

Nvidia vs. Palantir: Which AI Stock is a Better Investment?

Both Nvidia and Palantir have experienced substantial growth due to the AI boom. Palantir's stock is significantly more expensive, with a forward P/E ratio of about 109.4, while Nvidia's is around 20.6. Nvidia's hardware business presents a higher barrier to entry, potentially offering a more stable long-term advantage. Given the valuation difference and Nvidia's crucial role in AI hardware, it may be a more attractive investment for long-term gains.

Micron and Seagate: AI Hardware Stocks Compared

Micron and Seagate are benefiting from the AI hardware boom, but serve different market segments. Micron, a memory semiconductor maker, reported record Q2 FY2026 revenue of $23.86 billion and projects Q3 revenue of $33.5 billion with high gross margins. Seagate, a hard drive manufacturer, posted $2.83 billion in Q2 FY2026 revenue with a 41.6% gross margin and $607 million in free cash flow. Analysts favor both, with Micron offering higher growth potential and Seagate providing more predictable performance.

Micron vs. Seagate: Which AI Hardware Stock is Better?

Micron and Seagate are both key players in the AI hardware market, with Micron focusing on memory chips and Seagate on data storage. Micron achieved record Q2 FY2026 revenue of $23.86 billion and forecasts strong Q3 results with high margins. Seagate reported $2.83 billion in Q2 FY2026 revenue and generated $607 million in free cash flow. While Micron offers higher growth potential, it also carries cyclical risks, whereas Seagate provides steadier returns.

AI Market Bubble Fears Grow as Nvidia Stock Falls

Concerns about an AI market bubble are rising as Nvidia and other tech stocks decline from their 2025 peaks. Past technological advances, like the internet, also led to market bubbles despite their transformative potential. Geopolitical conflicts have increased energy prices, impacting transportation and leading to higher costs for businesses. This economic uncertainty adds to the pressure on tech stocks, including those heavily involved in the AI sector.

Israeli AI Firm ScaleOps Valued Over $800 Million After Funding

Israeli AI optimization company ScaleOps has raised $130 million in a Series C investment round, boosting its valuation to over $800 million. The funding, led by Insight Partners, brings ScaleOps' total funding to $210 million. The company specializes in autonomously managing and scaling cloud and AI infrastructure, helping businesses like Adobe and Wiz optimize performance and efficiency. ScaleOps aims to make self-managing infrastructure the new enterprise standard.

Ex-Coatue Partner Raises $65M for Enterprise AI Agent Startup

Sri Viswanath, a former Coatue investor, has launched Sycamore, an enterprise AI agent startup, and secured a $65 million seed funding round. The company aims to build a comprehensive orchestration layer for AI agents, handling tasks from coding to infrastructure management. Sycamore's approach focuses on designing solutions from scratch based on the problem itself, rather than layering agents onto existing workflows. The startup has already gained traction with enterprise customers.

Hut 8 Plans $7 Billion AI Data Center Expansion

Hut 8 is planning a significant $7 billion investment to build gigawatt-scale data centers specifically for AI workloads. This strategic move aims to diversify the company's revenue beyond cryptocurrency mining by capitalizing on the growing demand for AI computing power. CEO Asher Genoot highlighted AI as a major growth driver, with plans for specialized facilities to support AI training and inference. The company is evolving its business model to meet market trends in digital infrastructure.

Marvell Stock Drops Amid Insider Sale and AI Rally

Marvell Technology (MRVL) shares fell 3.9% as investors reacted to an insider stock sale and a recent AI-driven rally. The company's chairman and CEO sold 30,000 shares, valued at approximately $3 million, as part of a pre-arranged trading plan. The stock had previously seen a significant increase following its fiscal Q4 and full-year 2026 results. Weakness in semiconductor and AI-infrastructure stocks, along with potential profit-taking, also contributed to the decline.

Bybit Adds AI Trading Tools for Dual Asset and On-Chain Alpha

Bybit has expanded its AI Trading Skills Hub with new features for Earn Dual Asset and On-Chain Alpha trading. These additions allow users and AI agents to access structured yield products and trade early-stage tokens using natural language commands. Earn Dual Asset offers structured yield with market exposure, while On-Chain Alpha provides access to early-stage tokens on Solana and Mantle blockchains with execution priority options. These updates enhance Bybit's AI-driven innovation in the crypto trading space.

Luxury Brands Navigate AI Content Creation Challenges

Luxury brands are grappling with the use of AI in creative content, balancing efficiency with traditional values of craftsmanship and human expertise. While AI offers speed and cost savings, it can conflict with luxury's emphasis on time and skill. Some brands use AI subtly for tasks like retouching, while others experiment with fully AI-generated campaigns. The challenge lies in avoiding 'AI slop' and maintaining brand distinctiveness and emotional aspiration in an increasingly AI-influenced market.

Sources

• 3 Artificial Intelligence (AI) Stocks That Could Help Set You Up for Life
• 3 Artificial Intelligence (AI) Stocks That Could Help Set You Up for Life
• 3 Artificial Intelligence (AI) Stocks That Could Help Set You Up for Life
• Nvidia vs. Palantir: Which Stock Will Make You Richer?
• Nvidia vs. Palantir: Which Stock Will Make You Richer?
• Micron (MU) vs Seagate (STX): Comparing Two AI Hardware Winners
• Micron vs Seagate: Which AI Hardware Stock Has More Upside?
• AI Market Bubble Concerns Rise as Nvidia and Tech Stocks Decline from 2025 Peaks
• Israeli AI optimization company ScaleOps surpasses $800 million valuation
• Former Coatue partner raises huge $65M seed for enterprise AI agent startup 
• Hut 8 Plans US$7b AI Buildout As Stock Trades Below Targets
• Marvell slides 3.9% as investors digest insider sale and recent AI-driven run-up
• Bybit Expands AI Trading Skills Hub with Earn Dual Asset and On-Chain Alpha Trading
• The Anti-AI Slop Playbook