Engineering project hub

Note:Now you can watch this blog on  youtube I think GPUs are aging like milk right now. Every year, there’s a “ new god GPU ” on the market that makes the previous one feel instantly outdated. We’ve already seen this: first the H100 , then the H200 , and now the Blackwell B200 , each bringing insane performance jumps. In my view, buying a new flagship GPU is often a waste of money. Let me tell you why: You buy a flagship card, and 6–12 months later, the resale value is trash because new software demands even more VRAM and TFLOPS again. The situation in data centers is even worse. Companies are pouring hundreds of billions into GPUs that run at crazy power levels all day. A significant chunk of them either die or become “old” within just 1–2 years . That is a lot of silicon going straight to the graveyard. For normal people like us, the lesson is simple: don’t treat your laptop or PC like a mini data center. If you try to run AI workloads 24/7, you will cook your hardware in 1–2...

  Google Translate just got one of its most interesting upgrades in a long time, and it is all tied to Gemini . On top of that  "Google" has quietly upgraded a bunch of AI changes across Search this month, which will affect how people translate, browse, and even how your website ranks. ​ Google Translate + Gemini: What actually changed The big shift is that Translate is now using Gemini models instead of older translation systems for both text and speech. In simple terms it is better at understanding full sentences, context, and slang, so translations feel less like “ Google Translate memes ” and more like something a real person would actually say. ​ The headline feature is   live translation in your headphones . On Android , you can turn on Live translation, pick two languages, and have a conversation where each person hears the translated audio directly in their earbuds or earphones . Google is rolling this out first in places like the US and India , with support ...

  New day new  launch  by  Google just kicked off a serious fight in the AI browser space with   Disco , its new Labs experiment—and it’s coming straight for players like   Comet , Ace   and   ChatGPT Atlas . Unlike most AI browsers that just add a chatbot or sidebar to a normal tabbed interface, Disco tries to turn your   open tabs into actual mini web apps   using Gemini and a feature called  " GenTabs " . ​ Instead of juggling 20 tabs, you tell Disco what you’re doing planning a trip, studying, researching ideas-and it builds a focused workspace with timelines, maps, lists, and widgets on top of the pages you already have open. You can then ask it to tweak the layout, add components, or pull in new sources, and the “app” updates on the fly. Comet and Atlas are great at summarizing, searching across tabs, and acting like AI copilots , but they mostly keep the classic browser model intact. ​ ​ Right now Disco is still a  Go...

Brands that want to stay visible in the AI era need to rethink where they show up online. Instead of putting all their energy into Instagram , Facebook , and WhatsApp , it is now far more important to be active on X (Twitter), Reddit , and to have a solid blog that AI browsers can read and trust. AI-first browsers like Perplexity’s Comet , Ace , and Google Gemini increasingly pull answers from places where real conversations and in-depth content live, not from glossy image feeds or closed messaging apps. ​ Why X Matters Now X has become the public conversation layer of the internet. When something breaks, trends, or sparks debate, it usually shows up on X first. That fast, open, and searchable stream is exactly what AI systems like those inside Comet and other AI browsers look at to understand “what’s happening now.” If your brand is part of those real-time conversations-replying, sharing insights, joining threads -there is a much higher chance AI tools will pick up your name and con...