Author: mehedihasan9992

Running a local LLM on a 10GB VRAM budget has become a genuinely practical option in 2026. By the end of this article, you will have a fully operational local LLM setup producing 30 to 45 tokens per second, integrated with development tooling, and tuned for the specific memory constraints of your hardware. How to Set Up a Local LLM on 10GB VRAM Measure your actual free VRAM with nvidia-smi under normal desktop conditions to establish your real memory budget.Select a quantized 7B–8B model (Llama 3.1 8B or DeepSeek Coder 6.7B) at Q5_K_M quantization (~5.3 GB).Install Ollama via the one-line…

T-Mobile’s German parent, Deutsche Telekom (DT), wants to merge with its American subsidiary, but T-Mobile’s shareholders would rather it didn’t. At first glance, it looks like T-Mobile has more to lose than gain by this rumored deal. Dig deeper, though, and it might be the company’s clearest path to sustained success.The benefactor wants to save T-Mobile againDT holds a 53% stake in T-Mobile, but T-Mobile has a bigger market value than DT. The American company also generates most of DT’s profit, making its parent the best-performing telecom company in Europe. Some analysts believe a merger would drag T-Mobile down.However, T-Mobile…

The FIFA Men’s World Cup is almost here, and this one will be the biggest ever. The tournament is hosted by three countries: Mexico, Canada, and the US. The games will be played in stadiums across all three.This World Cup is huge, competition-wise, as it is the first to include 48 teams in the tournament instead of 32 in past World Cups. That means a whole bunch more games are being played over the course of a month. 104 games, to be exact. That’s a lot of football. Here’s how to watch them all.Where to StreamIf you have satellite TV…

Xbox CEO Asha Sharma and Xbox Game Studios head Matt Booty just sent an email out to all Xbox employees with a clear, yet terrifying message: “this cannot continue.” Shared publicly via Xbox Wire, the email paints a picture of a broken division, bogged down by the weight of both years of unsuccessful investments and unchecked excess, and battered by the winds of outside economic forces. Sharma, now having been in charge for 100 days, has made it clear that what she is spearheading is indeed going to be a hard reset, complete with hard decisions that will make or…

Large language models generate responses sequentially, token by token. The traditional request/response pattern forces users to wait until the entire generation completes before seeing anything. Streaming in Next.js closes that gap by delivering tokens to the browser as the model produces them, so users see output within the first network round-trip rather than waiting for the full response. This tutorial walks through building a real-time AI chat application using the Next.js App Router, the Vercel AI SDK 4.x, and React Suspense boundaries. How to Build a Real-Time AI Streaming App with Next.js Scaffold a Next.js App Router project with TypeScript…

Last month we told you that Huawei has found a way around the U.S. sanctions that prevent it and Chinese foundries from obtaining the cutting-edge lithography machines needed to produce chips using advanced process nodes. Only one company, ASML, makes the extreme ultraviolet (EUV) lithography machines that can print intricate circuitry patterns onto the silicon wafers that are the foundation of the chips.Advanced lithography machines cannot be shipped to ChinaASML can still ship Deep Ultraviolet lithography machines to China, but only those models that are dry and don’t use water between the lens and the wafer that refracts light, allowing…

Cornyn said materials from Section 702 generate roughly 60 percent of the President’s Daily Brief, a figure Senate Judiciary chairman Chuck Grassley has also cited.Some Republicans dispute the catastrophe framing. Representative Keith Self of Texas called the warnings “hysteria,” arguing that other FISA authorities remain in force and that proponents should accept reforms such as a warrant requirement: “FISA isn’t going dark. We have the law. We have precedent from 2008. Don’t fall for the scare tactics.” The libertarian Cato Institute has made a similar point.“The [702] program has the FISA court’s permission to continue for another year, so it…

Xbox is planning a major wave of layoffs next month, according to a Bloomberg report. This comes from multiple sources speaking to Bloomberg, who said the layoffs are expected after the end of Microsoft’s fiscal year on June 30, alongside other spending cuts to marketing and other areas. The number of individuals who will be impacted is not yet known. In an email sent to employees today and posted on Xbox Wire, CEO Asha Sharma reflected on her first 100 days running the division, first focusing on recent successes, but then turning to five “realities” that she says the company…

The Model Context Protocol (MCP) is an open standard, originally developed by Anthropic, that defines a universal interface for connecting AI models to external tools, data sources, and services. By the end of this tutorial, you will have built a working MCP server in Python with custom tools and resources, connected it to a Node.js backend acting as a client bridge, and wired everything into a React frontend that can discover and invoke those tools dynamically. How to Build a Full MCP Integration Install the Python MCP SDK (mcp, httpx) and the Node.js @modelcontextprotocol/sdk package. Initialize a FastMCP server instance…

Samsung might have been first to the modern flip phone race, but in recent years it was Motorola who was setting the tone. The latest Moto Razr phones were first to introduce an edge-to-edge cover screen, first to launch with the latest Snapdragon chips, and with their sleek designs, they are a huge challenge to Samsung’s positions.However, after years of sleep, Samsung finally awakens with the Flip 7, as this is the first Samsung flip phone with a cover screen that goes edge to edge, just like the Razr.But the Flip one-ups the Razr with even thinner bezels on the cover screen…