Lillian Kim

Why are GPUs still king of AI?

GPUs keep winning in AI not because they’re “perfect,” but because they hit a rare combination: high throughput, strong software support, flexible programmability, and a supply chain that can actually deliver millions of chips into real systems. Custom accelerators and NPUs can outperform GPUs on specific workloads, yet they often struggle to match the broad usefulness and frictionless adoption that make GPUs the default choice for training and increasingly for inference.

How should keyword results be ranked?

Keyword search looks simple to users: type a query, get the best results. For the team building the search system, ranking is the hard part. Good ranking methods balance relevance, freshness, trust, and speed—while staying robust against spam and shifting user intent.

Is AI a Multi-Dimensional Creature?

Artificial intelligence often gets described with language borrowed from biology and myth: it “learns,” it “speaks,” it “creates.” That invites a bigger question: should AI be treated as a new kind of multi-dimensional creature, or is that just a poetic shortcut for complex software?

What Is MCP and How It Works

The Model Context Protocol (MCP) is a standard way for large language models (LLMs) to interact with external tools and real systems. An MCP server is the component that actually exposes those tools and executes real-world actions. Rather than speaking in abstract terms, this article shows exactly what is exchanged between an LLM application and an MCP server, and how the loop between them works in practice.

What Do LLM Weights Do?

Large language models (LLMs) are often described as “just weights.” That phrase sounds dismissive, but it’s accurate in a technical sense: the model’s learned behavior is stored in a huge collection of numbers. When you ask an LLM a question, those numbers guide how it turns your text into a response.

Why Learn to Work with AI This Year?

A new year is a practical moment to upgrade how you work. AI tools are no longer “nice to have” for a few technical teams—they’re becoming standard work companions for writing, analysis, planning, and operations. Learning how to work with AI now is less about chasing trends and more about gaining a reliable edge in output quality, speed, and clarity.

Why Are Yoga Dresses and Pants So Popular These Days?

In recent years, yoga dresses and pants have become a staple in many wardrobes, not just among those practicing yoga but also as everyday casual wear. Their comfort, style, and versatility contribute to their widespread popularity. This article explores the reasons behind the surge in popularity of yoga-inspired clothing.

How to Contact Depop Customer Service?

If you're a Depop user needing assistance, knowing how to contact their customer service team can save you time and hassle. This guide provides clear steps and details for reaching out effectively.

How Wake-Up Words Work on an AI Speaker

During the holiday season, many families unwrap a smart speaker for the first time—often placing it in the kitchen or living room alongside decorations, music, and gatherings. Almost immediately, one question comes up around the table: Is this thing always listening? Understanding how wake-up words work can help answer that question and put new users at ease.

How Can I Contact Argos Customer Service in the UK?

If you need assistance with your Argos order, a product inquiry, or any other customer service issue, knowing how to reach them quickly can make a difference. This guide provides reliable contact options, especially the direct phone number, to help you get the support you need efficiently.

What Are Time-Based One-Time Passwords (TOTP)?

Keeping accounts secure requires more than just a strong password. Even the most complex phrases can be stolen through phishing attacks or data breaches. This challenge led to the creation of two-factor authentication (2FA), and one of the most reliable forms of 2FA is the Time-based One-time Password (TOTP). TOTP provides a frequently changing, temporary code that acts as a second lock on your sensitive accounts, making it vastly harder for unauthorized people to gain access.

How to Call Credit Karma Customer Support and Get Help Fast

Credit Karma is a popular personal finance platform that offers free credit monitoring and financial tools. When you need assistance, reaching their customer support team by phone can be the quickest way to resolve your issues. Here's a complete guide on contacting Credit Karma's customer service department and getting the help you need.

How to Contact MVB Bank Customer Support and Get Help

Getting help from MVB Bank doesn’t have to feel complicated. Their support team offers several simple ways to get in touch, and each option fits a different kind of need. Whether you prefer a phone call, a secure message, or an online form, there’s a path that works at your pace. Here’s a clean, friendly guide that walks through your choices.

Why Should You Use an AI Chat to Replace Your Manual Live Chat?

Implementing the right customer support tools is crucial for business success. Many companies are shifting from manual live chat systems to AI-powered chats. This move offers several advantages that can improve customer experience, reduce costs, and streamline operations.

What Are the Most Popular Choices for a Happy Thanksgiving Dinner at Home?

Thanksgiving is a special occasion centered around sharing a hearty meal with family and friends. While traditions can vary, certain dishes tend to be favorites for many households. Here is a list of the ten most common choices that make Thanksgiving dinner both memorable and enjoyable.

Should I Buy a Cooked Turkey Meal or Cook Turkey at Home?

Choosing between purchasing a pre-cooked turkey meal or cooking a turkey at home is a common dilemma during holiday seasons or special gatherings. Both options come with their advantages and drawbacks, and your decision may depend on factors such as time, skill level, budget, and personal preferences. This article aims to compare these choices to help you make an informed decision.

What is a relay server and why is it a good practice in AI solution API calls?

In developing AI solutions, especially those that rely on external AI services, building reliable and efficient communication channels is crucial. One common strategy is the use of relay servers, which serve as intermediaries in network communications. This article explains what a relay server is and discusses why integrating one into AI API call workflows can improve stability, security, and management.

What is the Scaling Law in AI?

Scaling laws play a crucial role in the development of artificial intelligence models. They provide a systematic way to predict how increasing the size or resources of models will impact their performance. As the field of AI rapidly evolves, understanding these laws helps researchers optimize models for better results across various tasks.