Browsing: Business & Startups

Chatbots are the new ‘front-of-house’ for the internet. Head to any established commercial website, and you’ll likely find one nestled in the corner of your screen. The chatbot’s ubiquity is thanks to its ability to automate processes: be it answering FAQs, guiding visitors to the right sub-page, or troubleshooting basic problems. It’s no surprise, then, how chatbots are now revolutionizing sales: if you want to learn how the technology can level-up your sales process, here’s the article for you. From Basic Service Bots to Chatbots in Sales Chatbots are not a new phenomenon. They’ve been reliable customer support agents for…

Image by Author   # Introduction  Whenever you have a new idea for a large language model (LLM) application, you must evaluate it properly to understand its performance. Without evaluation, it is difficult to determine how well the application functions. However, the abundance of benchmarks, metrics, and tools — often each with its own scripts — can make managing the process extremely difficult. Fortunately, open-source developers and companies continue to release new frameworks to assist with this challenge. While there are many options, this article shares my personal favorite LLM evaluation platforms. Additionally, a “gold repository” packed with resources for LLM…

Researchers have uncovered an unexpected flaw in one of the most common techniques used to build smaller, cheaper AI models: Distillation. When a “student” model is trained on filtered outputs from a larger “teacher,” it can still inherit the teacher’s quirks and unsafe behaviors, even when those traits never appear in the training data. They’re calling this phenomenon Subliminal Learning, and it raises serious questions about how enterprises train and evaluate AI systems. This article would outline what subliminal learning is, what are the dangers it poses, and what could be done to prevent it.  What the researchers actually found…

Artificial intelligence is developing so quickly that trends can change on a near-weekly basis. What was once a figment of our imagination, the otherworldly dreams we’d read of in science fiction books or see on the screen — is today becoming our reality. One example is how Microsoft is hoping to reawaken the dead, using chatbots to simulate conversations based on past technology habits (which sounds eerily similar to a disturbing ‘Black Mirror’ episode for any fans out there). But where else is AI heading? And is the direction… good? There are certainly both bright and “dark sides” of this…

Image by Editor   # Introduction  If you are just starting your data science journey, you might think you need tools like Python, R, or other software to run statistical analysis on data. However, the command line is already a powerful statistical toolkit. Command line tools can often process large datasets faster than loading them into memory-heavy applications. They are easy to script and automate. Furthermore, these tools work on any Unix system without installing anything. In this article, you will learn how to perform essential statistical operations directly from your terminal using only built-in Unix tools. 🔗 Here is the…

Trying to become a Data Scientist in 2026? With all the latest developments in the domain, it’s hard to keep track of the updates. And with so much information online, it might be overwhelming to get started on the right path. But fear not! This guide will provide all you need to know for becoming a Data Scientist. You’ll also get a schedule that you could stick to, to see through this process to fruition.  Don’t wanna read? You can skip past to the Data Scientist Roadmap shared at the end of this article, that sums up all that has…

Before we dive into the details, let’s clarify who this guide is for. If you’re focused on a project with numerous stored charts, you’ve tested a couple of metrics, or you’ve been working iteratively on an algorithm — well, we have the resource for you.  This article will show you how to: Setup and deploy MLflow on the Google Cloud Platform Introduce fresh, simple methods for tracking ML experiments Stop storing 100s of charts, files, and metrics locally Help your teammates optimize workflows Take your teamwork to the next level Why MLflow? But why focus on MLflow? Because the open-source…

Sponsored Content      AI breakthroughs rely on massive, real-time, and high-quality web data. In 2026, having the right web scraping API can make or break the success of your AI models and data science pipelines. Here’s how Bright Data compares with Oxylabs, ScraperAPI, and Apify for developers and researchers focused on AI innovation.   What Makes a Great Web Scraping API for AI?   Dynamic Site Support: Ability to extract from JavaScript-heavy and interactive web apps. Scalability: Handle millions of requests for large datasets. Structured Output: Direct, machine-readable JSON/CSV/XML for training and analysis. Robust Anti-bot: Handles CAPTCHAs, session management,…

When a person admits they made a mistake, something surprising happens. The confession often restores trust rather than breaking it. People feel safer around someone who owns their errors than someone who hides them. Accountability builds confidence.  What if AI models can do the same? Most AI systems give confident answers, even when they are actually hallucinating. The final output looks correct, but we have no idea what actually happened behind the scenes. There is no hesitation. That is why OpenAI’s new idea caught my attention. I read their blog on “confessions,” and it introduces a simple yet powerful twist:…

AI evolves quicker than most industries. Spend one day offline, and you might miss a crucial development. If you want to stay up-to-date with the latest news, get valuable industry tips, and more — this article is for you. We’ve prepared a list of our favorite influencers to watch in 2021. We’re sure you’ll find someone you want to follow. Bernard Marr   At the top of our list is one of the top-5 business influencers worldwide – Bernard Marr.  Bernard is a futurist and thought leader in business and technology. He’s also the author of best-selling books in the…