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 ...

So the figures are astronomical and there is a way to make sense of this stuff. And I'm going to use the acronym c, T Chips Data Talent. So those are the three pillars of AI development.And basically, you can kind of make sense of what all of these different AI firms are doing based on where they have weaknesses in those areas. So if you think about that, they have got the chips, they most definitely have got the data, but it's the talent where it's seeming like they're needing to pick up pace a little bit. ...

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):Wow!! Anyone can now automate anything on the web by writing a prompt!Director by @browserbasehq lets you automate any task on the web using natural language. It also generates the corresponding production-ready code to add to your scripts!No coding required! https://t.co/tJsbP3Z03i ...

So, I've only actually ever been to Starbucks once, and it's quite a funny story. So, because it was my first time there, I had no idea how the ordering process worked. And couple that with the fact that I was quite an awkward person, and you get an interaction that went a little something like this.Uh, hi. Can Can I get the small lemonade, please. Oh, I'm sorry.You must mean the the tall cool line. Oh. Oh, yeah.Sorry. Yeah, that's right. That's right.Okay, that'll be 390. Thank you. And then the barista as ...

Hello ladies and gentlemen, my name is Helena and today I will try to invite you to come to my word, word of the body, body language, connection with the body through we can um use our potential better and um make a better connection with the others. So before I start, I would like to explain the name of my the title of my uh speech corporality. I found that word no I found a word in Polish language but it was impossible to translate it into English.So it won't be a secret if I tell you that helps me. So I ...

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 ...

Imagine [Music] sitting at home one night. Your two kids asleep in their rooms. One 18 months, the other just 3 weeks.Your husband is returning home from an overnight work trip. There's a knock at the door. It's a police officer.Ma'am, your husband was killed in a car accident tonight. Instantly, your entire world flipped upside down. This is the story of a woman named Julie.In recent years, we've collectively experienced the COVID pandemic, extreme natural disasters, and more. When you add in diagnosis, ac ...