Featured insights from the AskHandle team.
Most recent featured
December 27, 2025 · Elise Taylor · 3 min read
Web scrapers are tools that collect information from websites and turn it into structured data you can store, search, or analyze. They can be as simple as a short script that reads one page, or as complex as a system that crawls thousands of pages, handles logins, and tracks updates over time.
December 27, 2025
Junjie Shi · 3 min read
Contextual embeddings represent a groundbreaking development in AI, transforming how machines interpret human language. Essentially, this technology focuses on educating computers to comprehend the significance of words, not merely in isolation but as they are applied across various contexts.
December 26, 2025
Aria Singh · 3 min read
Using a Virtual Private Network (VPN) is a common way to enhance online privacy and security. Many users wonder what data gets sent to their Internet Service Provider (ISP) when they connect through a VPN. This article explains the types of traffic transmitted during VPN use and how it affects what your ISP can see.
December 26, 2025
Junjie Shi · 3 min read
Gradient descent is a fundamental method in AI training that helps machines learn how to make decisions and predictions. It's like a navigator guiding a ship to the treasure, where the treasure is the best possible decision or prediction the AI can make.
December 26, 2025
Lillian Kim · 3 min read
Is your company ready to thrive next year? A smart move could be investing in AI software. This technology can change how you do business, making things easier and more effective. It's not just for big tech companies. Smaller businesses can also benefit greatly. Let’s explore why now is a great time to consider this kind of investment.
December 25, 2025
Vitalii Sventyi · 3 min read
Looking for a festive way to level up your programming skills this holiday season? Learning how to create a Christmas tree in Python is a classic, beginner-friendly project that perfectly illustrates the power of loops and string manipulation. Whether you are a student looking for a fun coding exercise or a hobbyist wanting to add some holiday cheer to your terminal, this step-by-step tutorial will guide you through writing a simple yet elegant Python script to generate a digital Christmas tree.
December 25, 2025
Jessy Chan · 3 min read
Looking ahead to 2025, AI is set to significantly change our daily lives and reshape industries. From smarter AI models to advanced AI agents, here’s what we can expect in the near future.
December 24, 2025
Lillian Kim · 3 min read
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.
December 24, 2025
Junjie Shi · 3 min read
The landscape of AI in video gaming has undergone a significant transformation, evolving from simple pre-programmed behaviors to complex, learning systems that enhance player engagement and challenge. As technology has advanced, major gaming companies have increasingly integrated AI to boost computer-controlled player performance, creating more dynamic and unpredictable gameplay experiences.
December 24, 2025
Jessy Chan · 3 min read
Looking ahead to 2025, AI is set to significantly change our daily lives and reshape industries. From smarter AI models to advanced AI agents, here’s what we can expect in the near future.
December 23, 2025
Katherine Holland · 5 min read
OpenAI's recent announcement of the GPT-o3 model marks a significant advancement in AI technology, building upon the foundation laid by its predecessor, o1. The o3 model, unveiled during OpenAI's 12-day event, showcases impressive improvements in reasoning capabilities and safety measures.
December 23, 2025
Katherine Holland · 3 min read
AI-assisted debugging has become a practical part of day-to-day programming. Instead of replacing developers, it acts like a sharp second set of eyes that can scan code, predict likely causes of failures, and suggest fixes faster than manual trial-and-error. It works best when paired with clear problem statements, good tests, and developer judgment.
December 22, 2025
Ben Larson · 3 min read
Large language models (LLMs) run on text, but they don’t “see” text as letters. They operate on vectors: long lists of numbers that represent meaning, context, and relationships in a form that math can handle. This article explains what those vectors look like, where they appear inside an LLM, and why they matter.
December 22, 2025
Billy Ewing · 3 min read
When working with advanced language models like GPT or Claude, the concept of a system prompt is crucial for guiding the interaction and ensuring the desired outcomes. Here’s a detailed look at what a system prompt is and how it is used.
December 22, 2025
Nick Kljaic · 3 min read
A significant shift is underway in the customer service sector. Traditional knowledge base software, once the cornerstone of customer support, is being increasingly replaced by AI-driven solutions. This transition is epitomized by innovative companies like Handle, which are redefining the landscape of customer interactions.
December 22, 2025
Jessy Chan · 3 min read
As the year 2025 approaches, it is important to be aware of the federal holidays that will be observed. These holidays are significant not only because they often result in a day off for many workers, but also because they commemorate important historical events, figures, and cultural celebrations.
December 21, 2025
Alicia Gopin · 3 min read
The holiday season is a time of joy, celebration, and togetherness, but it can also be a period of significant stress. Between the hustle and bustle of shopping, the pressure of hosting gatherings, and the temptation of indulgent foods, it's easy to feel overwhelmed. Here are 10 tips to help you relax and enjoy the holidays with more balance and peace.
December 21, 2025
Nina Kimes · 3 min read
Solar panels turn sunlight into usable electrical power with no moving parts and very little maintenance. The process looks simple from the outside, but it relies on solid-state physics and carefully engineered materials. This article explains how light becomes electricity, what parts do the work, and what happens to that power after it leaves the panel.
December 21, 2025
Nick Kljaic · 3 min read
Pandas is a Python library designed for data manipulation and analysis. It provides powerful data structures such as DataFrames and Series that make data cleaning, analysis, and visualization easier.
December 21, 2025
Nick Kljaic · 3 min read
Generative AI and humans differ significantly in understanding tables. While humans can interpret tables in Excel with ease, generative AI models often face challenges. What accounts for these differences in table reading capabilities?
December 20, 2025
Emily Henderson · 5 min read
The world of artificial intelligence continues to move forward, and a new arrival has entered the scene: Gemini 2.0. This new model from Google aims to push the boundaries of what AI can do, moving beyond simple question answering to more complex, agent-like actions. It is not just about processing information; it's about making AI a more active and helpful tool.
December 20, 2025
Emily Henderson · 3 min read
WhatsApp is designed around phone numbers, so most people assume a number is always required. In practice, the app still expects a number for registration, but there are a few legitimate workarounds and alternatives that can reduce how much you rely on your personal SIM number.
December 19, 2025
Jessy Chan · 5 min read
Excel files are an essential tool for countless professionals, often used to store and analyze complex data in a grid format. But when large language models (LLMs) are tasked with processing these files, things can go awry. Instead of delivering accurate insights, LLMs frequently mix data from different rows, jumble information from various columns, or fail to properly understand the structure of the spreadsheet. This article will explore the key challenges that LLMs face when working with Excel files and why these issues persist.
December 19, 2025
Annie Hayes · 3 min read
AI companies that train search, recommendation, or language models need a steady stream of fresh pages, feeds, and files from the public internet. That work is done by crawlers: distributed systems that fetch content, discover new URLs, and revisit known pages to detect updates. Building a crawler that runs continuously is less about a single “bot” and more about orchestration, scheduling, data hygiene, and resilience.
