The AskHandle Blog

How Does Distillation Make AI Models Smaller and Cheaper?

Artificial intelligence models have become more popular in recent years, but they also require a lot of computer power. This makes them expensive to run and difficult to share. A technique called distillation helps solve these problems by making AI models smaller, faster, and cheaper to operate. This article explains how distillation works and why it is useful.

What Are the Weaknesses of Current Large Language Models?

Large Language Models (LLMs) have become very popular in recent years. They can generate human-like text and assist with many tasks. However, despite their usefulness, LLMs have several weaknesses. These flaws can limit their effectiveness and cause problems in real-world applications.

What Is a Data Center and What Is in a Data Center?

A data center is a facility used to house computer systems and related components. It plays a vital role in managing, storing, and distributing data for companies, organizations, and governments. As technology has advanced, data centers have become crucial for keeping information safe and easily accessible. This article explains what a data center is and what's inside it.

Why Is the Competition of AI Also a Competition of Electricity Energy Consumption?

AI has become a major part of our lives. From voice assistants to complex data analysis, AI influences many fields. But behind the scenes, there is a less obvious challenge: the amount of electricity AI systems need. As AI models grow bigger and more powerful, they also require more energy to run. This makes the race to develop better AI also a race to manage energy use effectively.

What are the Major Positions AI Companies Tend to Hire?

Artificial Intelligence (AI) companies are growing rapidly. They need a variety of skilled professionals to develop, implement, and improve AI technologies. If you're interested in working in AI, it's good to know the most common roles these companies look for. This article will introduce the main positions AI companies often hire for and what each role involves.

Are SEO Articles Still Useful in the Time of AI Content and LLMs in 2025?

As artificial intelligence continues to improve, many wonder if writing traditional SEO articles still makes sense. In 2025, AI tools generate vast amounts of content, and large language models (LLMs) help create everything from blog posts to product descriptions. This article looks at whether SEO articles still have value today.

What Is AGI and Is the Concept Still Popular?

Artificial General Intelligence (AGI) is a term that often comes up when discussing the future of machines and automation. Many wonder what AGI means, how it differs from other forms of artificial intelligence, and whether the idea of AGI still captures the interest of many people today. This article will explain AGI clearly and look at how relevant or popular the concept remains.

How to Create Demo Data for Your Web Application Using Python?

Creating demo data is a common task for developers who want to showcase their web application, test new features, or simulate user interaction. Using Python to generate demo data allows for quick, automated, and customizable data creation. This guide provides simple steps to help you generate demo data efficiently for your web project.

How Can I Deal with Long Texts When Using a Large Language Model?

Using large language models (LLMs) like GPT can be very helpful for many tasks. But sometimes, the texts we want to analyze are too long. Long texts can be a challenge because most AI models have limits on how much they can process at once. This article will explain how to handle and make the most of long texts when working with AI.

How Can a New Startup Win Its First B2B Client?

Getting the first business-to-business (B2B) client is a big milestone for any startup. It opens the door to more sales, builds credibility, and can lead to partnerships and referrals. But most startups struggle with this step because businesses are careful about trusting new vendors. Here’s a clear guide on how you can win your first B2B client.

What is a Function in Maths?

A function is one of the most important ideas in mathematics. You will encounter functions everywhere, from basic arithmetic to complex physics problems. They help us understand relationships between numbers and how one value can affect another. In this article, we'll break down what a function means, why it's valuable, and how you can work with it.

How Does Voice to Text Work in the Back? How Can Computers Know Your Words?

Voice-to-text technology allows people to speak and have their words transformed into written text automatically. This makes typing faster and helps assist people with disabilities. But how does a computer understand what you are saying? This article explains the basic process behind this technology and how computers turn your speech into text.

Understanding CSRF Tokens and How They Keep You Safe

If you've spent any time in web development, you've likely come across the term CSRF token, often nestled in form configurations or API security discussions. While it might sound like a complex piece of jargon, the concept is fundamental to protecting web applications from a common and serious vulnerability: Cross-Site Request Forgery (CSRF).

How Do AI Coding Agents Work With Code in Multiple Files?

AI coding assistants are becoming common tools for software developers. A key capability is their ability to work with projects where the code is spread out across many different files and folders. This allows them to make intelligent suggestions and perform complex tasks that affect the entire application. Their ability to do this is not magic; it's a systematic process of analyzing your entire project to build a deep model of how everything works together.

What is Asynchronous Programming?

Asynchronous programming is a way of writing code that allows multiple tasks to run at the same time without waiting for each one to finish before starting the next. It helps programs become more efficient, especially when handling tasks that take some time to complete, like loading data from the internet or reading files from a disk. This article explains what asynchronous programming is, how it works, and why it is useful.

Will Long System Prompts Slow Down the LLM's Performance?

Many people wonder if giving large, detailed prompts to language models makes them slower. This is especially relevant as prompts become more complex with more words and instructions. In this article, we'll look at whether long system prompts really affect how fast a language model (LLM) responds and what factors play a role.

What are the Best Practices to Maintain a Project's Code

Maintaining code for small projects can become challenging as the number of files and features grow. Even small projects need a good structure to stay clean, organized, and easy to update. Proper practices save time and prevent issues in the long run. This article covers simple, effective ways to keep your project’s code well-maintained.

What is <0x200b>, and Does It Affect Your Text?

When working with text on your computer, especially in text editors or programming environments, you might notice strange characters appearing unexpectedly. One common hidden character is `<0x200b>`. Many people wonder what this character is and whether it has any impact on the text they see or use. This article explains what `<0x200b>` is, why it appears, and if it should concern you.

The Next Evolution of AI is Here: Agents Get to Work

The field of artificial intelligence is seeing a definite shift from generalized assistants to specialized, active agents. These AI are not merely answering queries; they are performing tasks. A primary example of this trend is happening within software development, where AI agents are becoming a core part of the coding process. This integration points to a future where dedicated agents will become standard tools across many industries.

Is Inflation Pushing Up the Cost of Using Technology?

Prices seem to be rising everywhere, and technology is no exception. From gadgets to software subscriptions, most people are noticing that their budgets don’t stretch as far as they used to. Why is this happening? Let’s look at how inflation affects the cost of using technology and what it means for your wallet.

How Do I Choose the Right Framework for My New Web Project?

Starting a new web project means choosing the right tools to get the job done. The framework you pick can impact how quickly you develop, how well your site performs, and how easy it is to update later. With so many options available, selecting the best framework might seem overwhelming. This guide will help you make a clear decision.

What is AJAX in Web Development?

AJAX is a term you might see often if you explore web development. It's actually not a programming language or a single technology. Instead, it's a way to build websites and web applications that feel more interactive and smooth for users.

Why Is Markdown Format a Standard Document for Large Language Models?

Markdown has become the go-to format for working with large language models (LLMs). Its simplicity makes it a popular choice for creating, sharing, and processing text data. In this article, we look at the reasons why Markdown has earned this position as a standard.

How Can AI Help With Your Project Management?

Managing a project can be challenging. It involves juggling tasks, coordinating team members, setting deadlines, and staying within budget. Artificial Intelligence (AI) offers tools and solutions that can make this process easier and more efficient. This article explains how AI can assist in various aspects of project management.

How to Plan the Number of Developers Needed in IT Consulting

Planning the right number of developers for an IT consulting project is crucial for its success. Too few developers can cause delays, while too many can lead to unnecessary costs. This article provides clear steps to help you estimate the number of developers your project needs.

What Are the Possible Business Models in SaaS?

Software-as-a-Service (SaaS) is a popular way for companies to offer software solutions. It provides users with access to applications stored online, often on a subscription basis. Many businesses are interested in understanding the different ways to generate revenue from SaaS products. This article covers some common SaaS business models that companies use to grow and succeed.

What Are the Main Differences Between Using a Python or Node.js Server Framework?

Creating web applications can be done with many programming languages and frameworks. Python and Node.js are two popular choices for building server-side applications. Both have unique features and strengths, making them suitable for different types of projects. This article compares Python and Node.js server frameworks to help you choose the right one for your needs.

Estimating Developer Needs and Labor Cost in Software Projects

Creating an accurate and well-structured proposal is a critical step in securing software development projects. A common challenge is estimating the labor effort — how many developers will be needed, for how long, and what the total cost will be. Clients often look for justification behind team size and timeline. This guide outlines a practical approach to estimating labor for software projects, using a realistic example, and shows how to explain your estimate when it differs from the client’s expectations.

The Critical Role of Upfront Capex and Ongoing Opex in Software Development

Planning a successful software project extends far beyond the scope of writing code. It demands a meticulous financial strategy that accounts for all costs over the project's entire lifecycle. These expenditures are broadly classified into two fundamental categories: upfront Capital Expenditures (Capex) and ongoing Operational Expenditures (Opex). A thorough understanding of both is paramount for organizations to forecast budgets with precision, make informed strategic decisions, and ultimately ensure the project's long-term viability.

How Do You Write a Function in Node.js?

Writing functions in Node.js is a fundamental skill that helps in building efficient and organized code. Functions allow you to reuse code, break complex tasks into smaller parts, and make your scripts easier to understand and maintain. In this article, you will learn how to write functions in Node.js, with clear examples to guide you.

Should I Write a Prompt to an LLM in a Foreign Language?

Many people use large language models for different tasks. Sometimes, they want the AI to respond in a specific language. A common question is whether it’s better to write the entire prompt in that language or keep it in English and ask the AI to answer in a foreign language. This article will help you decide what approach might work best.

What Is a Vocal Backchannel?

Vocal backchannels are small sounds or words that listeners use during a conversation to show they are paying attention, understanding, or encouraging the speaker. These sounds are often unnoticed but are very important in communication. They help keep conversations flowing smoothly and make speakers feel heard and supported.

How Can You Use AI to Design and Write a Quick Landing Page?

Creating a landing page quickly and efficiently is important for many online projects, marketing campaigns, and product launches. Using AI tools can help streamline this process. This article will guide you through simple steps to use AI for designing and writing a landing page, with practical code examples to make the task easier.

Does the browser have a built-in speech-to-text feature?

Many users wonder whether modern web browsers have a built-in speech-to-text feature they can access and use in their own web projects. The good news is that most popular browsers do support speech recognition technology, which allows users to convert spoken words into text directly within a web application. This article explains how this feature works and provides simple code examples to help you integrate speech-to-text into your websites.

UTF-8 Display Issues on New Systems and How to Fix Them

When displaying text on a new system, especially content written in less widely used languages, characters may appear broken, garbled, or replaced with question marks. This often happens due to encoding mismatches. UTF-8 is a widely used character encoding standard designed to handle text from any language and is now the default format for most modern platforms and applications. Ensuring that your files are saved and read using UTF-8 helps avoid these issues.