Nvidia Invests $2 Billion in Marvell, Expands AI Ecosystem and Photonics Collaboration
Nvidia has made a significant strategic move, investing $2 billion in Marvell Technology and announcing a partnership to collaborate on silicon photonics and telecom networking. This investment, which caused Marvell's stock to jump by as much as 12%, ties Marvell into Nvidia's expanding AI ecosystem and aims to make AI services more affordable. This follows Nvidia's recent $2 billion investments in other AI infrastructure companies like CoreWeave, Nebius, and Coherent, underscoring its aggressive strategy to bolster its AI hardware and services dominance.
In related business developments, autonomous ship startup Saronic secured a substantial $1.75 billion in funding, more than doubling its valuation to $9.25 billion, as it races to modernize the U.S. military. Meanwhile, CoreWeave raised an impressive $8.5 billion GPU loan, backed by a Meta deal, to finance its cloud computing capacity expansion. On the regulatory front, Microsoft is facing a competition watchdog probe in the UK over its business software, with the Competition and Markets Authority (CMA) potentially designating it with Strategic Market Status (SMS).
Several companies announced new AI-driven tools and model advancements. Strike Graph unveiled proprietary small language models (SLMs) that reportedly outperform leading commercial LLMs in compliance tasks, developed through the AWS and Meta "Building with Llama" program. JobRouter, part of Aptean, enhanced its low-code digital business process platform with integrated AI agents for complex task automation. Kestra, an open-source orchestration platform, secured $25 million in Series A funding to unify data, AI, infrastructure, and business workflows.
Funding activity extended to AI security services, with Google partner Tenex raising $250 million, valuing the cybersecurity startup at over $1 billion. This highlights growing investor confidence in specialized AI applications. Additionally, ELEHEAR was recognized on Fast Company's list of the World's Most Innovative Companies of 2026, alongside tech giants like Google and Nvidia.
On the research and development front, discussions around AI benchmarks highlighted their current limitations, with calls for new evaluation methods beyond human-level performance comparisons. The increasing adoption of Kubernetes autoscalers like Karpenter is driving a shift towards new platform-agnostic observability practices, focusing on provisioning behavior and scheduling latency. Furthermore, the concept of building personal AI agents using tools like Claude Code and Google AntiGravity was explored, demonstrating the rapid pace at which individual builders can prototype useful AI applications with free LLMs.
Strike Graph Delivers Proprietary Small Language AI Models That Outperform Leading Commercial LLMs on Compliance Tasks
SEATTLE, March 31, 2026--Strike Graph, the leading AI-native compliance management platform, today announced the results of its participation in the AWS and Meta "Building with Llama" program: a new suite of proprietary small language models (SLMs) developed for Strike Graph’s platform that match or exceed the accuracy of leading commercial AI on compliance-specific tasks, at a fraction of the cost and latency. Selected as one of only 33 startups from more than 1,000 applicants—placing in the to
Cloud AI Update - AI Transforms Business Processes With Enhanced Automation
JobRouter, a part of Aptean, has unveiled an enhancement to its low-code digital business process platform by integrating AI agents, enabling automation of complex tasks that were previously contingent on manual decision-making or cumbersome rule-based methods. These AI functionalities allow companies to efficiently automate workflows, integrating AI agents directly within processes to enhance decision-making processes and operational efficiency. With the release of version 2026.1,...
Building a Personal AI Agent in a couple of Hours
I’ve been so surprised by how fast individual builders can now ship real and useful prototypes. Tools like Claude Code, Google AntiGravity, and the growing ecosystem around them have crossed a threshold: you can inspect what others are building online and realize just how fast you can build today. Over the past weeks, I’ve started […] The post Building a Personal AI Agent in a couple of Hours appeared first on Towards Data Science .
Kubernetes Autoscaling Demands New Observability Focus Beyond Vendor Tooling
As adoption of Kubernetes autoscalers like Karpenter accelerates, a new set of platform-agnostic observability practices is emerging, shifting focus from traditional infrastructure metrics to deeper insights into provisioning behavior, scheduling latency, and cost efficiency. By Craig Risi
Fine-Tuning vs RAG vs Prompt Engineering
AI demos often look impressive, delivering fast responses, polished communication, and strong performance in controlled environments. But once real users interact with the system, issues surface like hallucinations, inconsistent tone, and answers that should never be given. What seemed ready for production quickly creates friction and exposes the gap between demo success and real-world reliability. […] The post Fine-Tuning vs RAG vs Prompt Engineering appeared first on Analytics Vidhya .
TanStack Start Introduces Import Protection to Enforce Server and Client Boundaries
TanStack Start has introduced a import protection, which aims to prevent server and client code from being mixed in full-stack React applications. This Vite plugin automatically checks imports during development and build processes. It blocks harmful imports by file naming conventions or explicit markers, enhancing security and reducing bugs without requiring additional developer input. By Daniel Curtis
Vanguard’s VXF Captured 194% Over 10 Years While Holding Stocks the S&P 500 Ignores
Most index investors own the S&P 500 and think they own “the market.” They don’t. The S&P 500 covers roughly 500 of the largest U.S. companies, leaving out several thousand mid-, small-, and micro-cap stocks that make up a meaningful slice of total U.S. equity value. Vanguard Extended Market Index Fund ETF Shares (NYSEARCA:VXF) exists ... Vanguard’s VXF Captured 194% Over 10 Years While Holding Stocks the S&P 500 Ignores
Marvell stock surges 11% on Nvidia partnership, $2 billion investment
Investing.com -- Marvell Technology (NASDAQ:MRVL) shares jumped 11% on Tuesday following the announcement of a strategic partnership with Nvidia and a $2 billion investment from the chipmaker.
Precoro Wins "Spend Management Innovation Award" in 2026 FinTech Breakthrough Awards Program
Precoro, the procurement centralization and automation platform, today announced that it has been selected as the winner of the "Spend Management Innovation Award" in the 10th annual FinTech Breakthrough Awards program conducted by FinTech Breakthrough, an independent market intelligence organization that recognizes the top companies, platforms, and software solutions in the global FinTech market.
Palantir Stock Looks Oversold, But is a 89% Year-Ahead Gain Realistic?
Shares of Palantir (NASDAQ:PLTR) are starting to look oversold again after giving back much of the recovery gains enjoyed going into March. Undoubtedly, it did not take long for shares of the AI software firm to go from a winner amid the Iran war due to its role in national defense to a laggard again. ... Palantir Stock Looks Oversold, But is a 89% Year-Ahead Gain Realistic?
NVIDIA AI Ecosystem Expands as Marvell Joins Forces Through NVLink Fusion
Collaboration Delivers Greater Choice and Flexibility for Customers and Fully Compatible With NVIDIA AI InfrastructureSANTA CLARA, Calif., March 31, 2026 (GLOBE NEWSWIRE) -- NVIDIA and Marvell Technology, Inc. (NASDAQ: MRVL) today announced a strategic partnership to connect Marvell to the NVIDIA AI factory and AI-RAN ecosystem through NVIDIA NVLink Fusion™, offering customers building on NVIDIA architectures greater choice and flexibility in developing next-generation infrastructure. The compan
ELEHEAR Named to Fast Company’s Annual List of the World’s Most Innovative Companies of 2026
ELEHEAR joins the ranks of Google, Nvidia, Adidas, TSMC, and moreNew York, March 31, 2026 (GLOBE NEWSWIRE) -- ELEHEAR is proud to have been named to Fast Company’s prestigious list of the World’s Most Innovative Companies of 2026. This year’s list shines a spotlight on businesses that are shaping industry and culture through their innovations. Alongside the World’s 50 Most Innovative Companies, Fast Company recognizes 720 honorees across 59 sectors and regions. Over the past 1 year, ELEHEAR has
Amazon Leo to Join Channel Partners Conference & Expo and MSP Summit 2026
LAS VEGAS, March 31, 2026--Channel Partners Conference & Expo and MSP Summit 2026 today announced a dynamic keynote and executive speaker lineup for its 2026 event, taking place April 13–16 at The Venetian Convention and Expo Center in Las Vegas. Timo Bauer, Global Head of Commercial Partner Channels for Amazon Leo, Amazon’s low Earth orbit satellite initiative, will headline the keynote in a fireside chat that will examine satellite connectivity and provide insight into how next-generation sate
AbbVie to Host First-Quarter 2026 Earnings Conference Call
AbbVie (NYSE: ABBV) will announce its first-quarter 2026 financial results on Wednesday, April 29, 2026, before the market opens. AbbVie will host a live webcast of the earnings conference call at 8 a.m. Central time. It will be accessible through AbbVie's Investor Relations website at investors.abbvie.com. An archived edition of the session will be available later that day.
Kestra Raises $25 Million Series A to Become the Orchestration Standard for Enterprises
Kestra, the open-source orchestration platform unifying data, AI, infrastructure and business workflows, today announced a $25 million Series A funding round led by RTP Global, with continued participation from Alven, ISAI and Axeleo. The round brings Kestra's total funding to $36 million.
Why Investors Keep Buying PLTR Stock?
Palantir (PLTR) trades at roughly 100x estimated 2026 earnings and 73x 2027 earnings - multiples that would look pretty alarming on almost any other business. After nearly 135% run over the last year, the stock is down roughly 30% year-to-date in 2026 (read Why). And yet, long-term conviction in the stock hasn't wavered.
Morgan Stanley Picks Top 5 Cybersecurity Stocks to Buy with Up to 65% Upside
Morgan Stanley (MS) shared its top cybersecurity stock picks after meeting with company leaders and attending the RSA Conference 2026. The firm highlighted five companies, Microsoft (MSFT), Palo Alto Networks (PANW), CrowdStrike (CRWD), SailPoint (SAIL), and SentinelOne (S), that are well-positioned to benefit from growing AI security as businesses increasingly deploy AI agents across their operations. For context, Cybersecurity companies develop products and services to protect computers, netwo
Nvidia invests $2 billion in Marvell, launches AI partnership
March 31 () - Nvidia has invested $2 billion in Marvell Technology, and Marvell will join the Nvidia AI ecosystem, the companies said on Tuesday. Shares of Marvell rose nearly 12%, while Nvidia shares were up 1.
Nvidia Invests $2 Billion in Marvell, Announces Partnership
Nvidia Corp. said it has invested $2 billion in Marvell Technology Inc. as part of an agreement to collaborate on silicon photonics technology, an effort to make AI services more affordable amid historic investments in the new technology.
Riot Platforms (RIOT) Up Slightly Since Jim Cramer Advised To Own Bitcoin Instead
Riot Platforms, Inc. (NASDAQ:RIOT) is one of Jim Cramer’s Biggest Cryptocurrency and Blockchain Stock Hits & Misses. Riot Platforms, Inc. (NASDAQ:RIOT) is an American Bitcoin mining company headquartered in Castle Rock, Colorado. Its shares are up by 79% over the past year and by 10.6% since Cramer discussed the firm in July on Mad Money. […]
TeraWulf (WULF) Shares Up Significantly Since Jim Cramer Advised To Own Bitcoin Instead
TeraWulf Inc. (NASDAQ:WULF) is one of Jim Cramer’s Biggest Cryptocurrency and Blockchain Stock Hits & Misses. TeraWulf Inc. (NASDAQ:WULF) is a Bitcoin mining facility operator based in Easton, Maryland. Its shares are up by a whopping 399% over the past year and by 188% since Cramer discussed the firm on Mad Money. One major move […]
Huawei Growth Stalls After Apple Comeback Offsets China AI Push
Huawei Technologies Co.’s growth decelerated sharply after Apple Inc.’s iPhone 17 made headway in China and domestic challengers in AI chipmaking emerged.
Fidelity Blue Chip Growth Is Down 11.67% in 2026. What Comes Next Depends on This.
Fidelity Blue Chip Growth ETF (NYSEARCA:FBCG) is down 11.67% year to date as of late March 2026, a sharper pullback than the 8.42% decline in the Nasdaq 100 (QQQ) over the same period. For a fund built around owning the best large-cap growth companies, the first quarter of 2026 has been a stress test. A ... Fidelity Blue Chip Growth Is Down 11.67% in 2026. What Comes Next Depends on This.
The Estate Tax Exemption Just Rose to $15 Million in 2026 -- What It Means for Your Legacy Plan
The estate tax exemption is the amount of a person's assets that can be transferred tax-free upon death.
The Download: AI health tools and the Pentagon’s Anthropic culture war
This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. There are more AI health tools than ever—but how well do they work?  In the last few months alone, Microsoft, Amazon, and OpenAI have all launched medical chatbots.  There’s a clear demand…
Extreme Fear is Gripping the Market, This Is the Smart Move Most Investors Miss
The markets are in no mood for risk. The CNN Fear & Greed Index sits at 13 — firmly in Extreme Fear — after previously closing at 8, its lowest level since 2022, when Terraform Labs and its algorithmic stablecoin, TerraUSD, collapsed, wiping out over 440 billion in market capitalization in one week and triggering ... Extreme Fear is Gripping the Market, This Is the Smart Move Most Investors Miss
Huawei posts slower annual revenue growth of 2.2%
China's Huawei Technologies reported 2.2 growth in 2025 revenue on Tuesday, helped by its core businesses of infrastructure network and consumer devices, while its cloud computing operation saw a revenue decline. The Shenzhen-based company posted 2025 sales revenue of 880.9 billion yuan ($127.5 billion), up 2.2% from a year earlier, marking a sharp slowdown from 22.4% growth recorded in 2024. The 2025 result marks Huawei's second-highest annual revenue, trailing a record 891 billion yuan sales achieved in 2020.
CoreWeave Raises $8.5 Billion GPU Loan Backed by Meta Deal
CoreWeave Inc. has raised $8.5 billion from a group of banks and investors to help finance an expansion of its cloud computing capacity in what the company says is the largest chip-backed debt deal of its kind.
2 AI Chip Stocks I'd Buy Before Their Next Earnings Reports
AMD and Broadcom are two top semiconductor stocks worth a closer look.
5 gadgets I'm buying this spring to grow my green thumb (and they're still discounted)
Spring is the perfect time to plan your garden, and you can get last-minute discounts on gardening gadgets on the final day of Amazon's Big Spring Sale.
AI benchmarks are broken. Here’s what we need instead.
For decades, artificial intelligence has been evaluated through the question of whether machines outperform humans. From chess to advanced math, from coding to essay writing, the performance of AI models and applications is tested against that of individual humans completing tasks.  This framing is seductive: An AI vs. human comparison on isolated problems with clear…
Nvidia Stock vs. XRP: Which $1,000 Investment Wins by the End of 2026?
The investment world is currently split between the safe bet of AI and the high ceiling of crypto. Nvidia (NVDA) remains the most talked-about stock on the planet, while XRP (XRP-USD) is fighting for a major comeback. If you put $1,000 into either today, the difference in where that money ends up by December 2026 could be staggering depending on which analyst you believe. Nvidia Offers Steady Gains as AI Infrastructure Explodes Nvidia has transformed from a gaming company into a $4.4-trillion gi
Strike Graph released proprietary small language models (SLMs) that reportedly outperform commercial LLMs for compliance tasks, developed via the AWS and Meta "Building with Llama" program. There was also discussion on the limitations of current AI benchmarks and the need for new evaluation methods.
JobRouter integrated AI agents into its low-code platform for enhanced business process automation. Kestra, an open-source orchestration platform for data, AI, and workflows, raised $25 million in Series A funding. The article also mentioned the ease of building personal AI agents using tools like Claude Code and Google AntiGravity.
Nvidia invested $2 billion in Marvell Technology, forming a strategic partnership for silicon photonics and telecom networking, boosting Marvell's stock. Autonomous ship startup Saronic raised $1.75 billion, increasing its valuation to $9.25 billion. CoreWeave secured an $8.5 billion GPU loan to expand its cloud computing capacity, and Microsoft is under a UK competition watchdog probe regarding its business software.
Nvidia invested $2 billion in Marvell Technology. Autonomous ship startup Saronic raised $1.75 billion. CoreWeave secured an $8.5 billion GPU loan. Kestra, an orchestration platform, raised $25 million in Series A funding. Google partner Tenex raised $250 million for AI security services.
Discussions highlighted the need for new AI benchmarks beyond human-level performance. The adoption of Kubernetes autoscalers like Karpenter is driving new observability practices. The article also covered the ease of building personal AI agents with tools like Claude Code and Google AntiGravity.
Microsoft is facing a competition watchdog probe in the UK over its business software, with the CMA potentially assigning it Strategic Market Status (SMS).
ELEHEAR was named to Fast Company's list of the World's Most Innovative Companies of 2026. Other articles covered general market analysis, stock performance unrelated to AI, and tax planning.