Thank you. So when I was 19, I was in Montreal. I was an undergrad student and I managed to get sick with the flu.So I sat down and I Googled, "Is flu going to kill me?" And Google Google brought up Wikipedia. Wikipedia said no. So, I stayed at home for 3 days eating my typical diet of ramen and water and uh didn't get better.So, I decided to go to the hospital. Now, has anyone here been to a hospital or an emergency room. Raise of hands.So, who thought it was a really good use of their time. Very efficient ...

CoreWeave's (NASDAQ: CRWV ) is an AI-focused Cloud computing start-up that benefits from a massive upsurge in generative AI spending. Strong demand for GPUs that are being used to train and run large language models is why the company’s MarchAnalyst’s Disclosure:I/we have a beneficial long position in the shares of NBIS, NVDA either through stock ownership, options, or other derivatives. I wrote this article myself, and it expresses my own opinions. I am not receiving compensation for it (other than from Se ...

Generally, we think the cost of innovation is collapsing here. It is going to transform our lives. We're going to look back and see this is a hugely important era.This is obviously the most disruptive technology in the history of mankind. At the center of many of the latest AI breakthroughs are large language models or LMS. The Chat TS and Geminis of this world.But as powerful as they're becoming, we learn more every day about their limitations, how they can be prone to errors, hallucinations and uncertaint ...

If you found it insightful, reshare it with your network.Find me → @_avichawlaEvery day, I share tutorials and insights on DS, ML, LLMs, and RAGs.Avi Chawla (@_avichawla):Let's build an MCP server (100% locally): ...

Uh hello everyone. So today I will be talking about AI and sustainability. So let me give you a brief introduction about myself.I've been in education and AI industry from past 10 years. One of the major thing that I have noticed in my life is that no matter how fast you go, there is always innovation happening faster than your rate of learning. Now let me explain that in terms.If I suddenly woke up today and start looking at uh what these large language models are doing, I will be shocked. It would appear ...

Core Insights - The hybrid cloud storage market is emerging and rapidly evolving due to the need for efficient data management and unification [2][4] - The market generated approximately $100 billion in 2024, with a projected compound annual growth rate (CAGR) of about 16% over the next six years [4] Industry Overview - Businesses are increasingly adopting hybrid cloud storage solutions to manage costs, ensure performance, and support sustainability goals [1] - A full solution is deemed necessary to support multimodal AI applications that utilize diverse datasets [3] Market Dynamics - Few vendors currently offer comprehensive solutions that support unified data across multiple storage formats and types [2] - The market opportunity is expected to grow significantly, especially with the acceleration of AI adoption and the development of large language models (LLMs) [4] Companies to Watch - Key players in the hybrid cloud storage market include Cloudian, CTERA, Hammerspace, LucidLink, Nasuni, NetApp, Panzura, and Peer Software [7]

Core Insights - Nvidia has shown remarkable growth, with a 740% increase over the past three years, significantly outperforming the market [1] - The stock is considered a strong investment opportunity, with potential for further growth even if it does not replicate past performance [2] Performance Overview - Nvidia's sales surged by 69% year-over-year in the first quarter of fiscal 2026, with earnings per share (EPS) at $0.81, despite a $0.15 impact from U.S. policy affecting shipments to China [7] - The company has a dominant position in the AI chip market, holding an estimated 70% to 95% market share, which positions it well for future growth [11] Technological Advancements - The demand for powerful chips is driven by advancements in generative AI, with Nvidia continuously developing new technologies, including the upcoming Rubin model in 2026 [10] - As large language models (LLMs) evolve, they are moving towards reasoning capabilities, which enhances their effectiveness and increases the need for Nvidia's chips [9] Market Valuation - Nvidia's stock is currently trading at 25 times next year's earnings estimates, suggesting room for price appreciation without becoming excessively expensive [12] - The stock trades at a premium valuation of 23 times trailing-12-month sales, indicating high expectations for growth [13] Growth Potential - To double its stock price over the next five years, Nvidia would need to achieve a compound annual growth rate (CAGR) of 15%, which is deemed achievable given its current performance and market opportunities [14] - There is a strong possibility that Nvidia could double its stock price even sooner than five years, considering its growth trajectory and market position [15]

Transformer vs. Mixture of Experts in LLMs, clearly explained (with visuals): ...

It was this week that WWE DC left us hanging on theory and you bring us some clarity. That's exactly right. So they did not talk about Siri features pretty much at all at WDC, other than to say they're still delayed and they'll be arriving in the coming year.So I looked into it and the new launch time frame is likely going to be as part of what will be known as iOS 26.4% and that it's currently scheduled for the spring time next year. So around March, April. And this will deliver the delayed Siri features.T ...

Core Viewpoint - Apple is aiming to launch an AI-powered upgrade of its Siri voice assistant in spring 2026, after multiple delays from its original target of fall 2024 [1][2][3] Group 1: Release Timeline - The initial announcement for Siri's new features was made in June 2024, with a planned launch in fall 2024 [2][3] - The release date was later pushed to spring 2025 and then postponed to sometime in the coming year [3] - Apple has indicated that the new features could be previewed in the fall before the spring release [2] Group 2: Technical Challenges - Technical challenges have necessitated a complete rebuild of Siri, leading to shifts in management responsibilities within Apple [3] - Apple CEO Tim Cook acknowledged the need for "more time" to enhance Siri's AI capabilities during a quarterly earnings call [4][5] - Employees who recently left the company reported difficulties in updating Siri with advanced large language models (LLMs) for improved responses [5] Group 3: Competitive Landscape - Apple's cautious approach to generative AI contrasts with competitors like Amazon, Google, and Microsoft, which are aggressively adopting LLMs and enterprise-scale AI solutions [6]