DIVERSITY Blog

In the tech world, few decisions are as critical as changing the backbone of a company’s messaging infrastructureYet that’s exactly what DIVERSITY, a cloud-native company with a global presence and data centers in Europe and the Americas, decided to do. The reason? Kafka, a market standard, was no longer meeting the company’s performance expectations. And the replacement, though less well-known, proved to be a better fit with their philosophy: NATS.To understand this strategic shift in depth, we interviewed Elena Alonso, Director of Business Development and Marketing, and Sergio Ceballos, CTO of DIVERSITY.Elena Alonso: Why did you decide to reconsider the use of Kafka?Sergio Ceballos: Kafka served us well for years in many deployments. But over time, we began to notice that ... Read more

Introduction: A Silent Revolution in the Restaurant Sector If you have ever wondered how the world's most successful restaurants are redefining customer experiences and optimizing operations, you're about to uncover a fascinating trend. The answer lies in the strategic integration of artificial intelligence in the restaurant industry. Let's explore how this revolution is taking shape. 🍽️ AI in Restaurants: More Than Just Technology Artificial intelligence in the restaurant sector involves employing advanced systems that mimic human thought processes, including learning, decision-making, and problem-solving. By leveraging algorithms and data analysis, AI optimizes operations, forecasts behavior, and automates tasks within the dynamic restaurant environment. Leveraging Big Data for Operation... Read more

Unlocking the Mysteries of Token Sampling in LLMsImagine a world where machines can create text that feels almost human-made. 🤔 But how do these systems decide what to say next? The key lies in token sampling, a method crucial for generating text in Large Language Models (LLMs). In this article, we'll dive into the several facets of token sampling in LLMs, an essential component in today's AI systems.The Language Model's Role in CommunicationLarge Language Models predict probabilities for each potential next token based on a given prompt. These probabilities help the model in determining what comes next in a series by deciding which token to yield. This deliberate choice affects the quality, coherence, and relevance of the text generated. 📊 LLMs function to simulate human-like communic... Read more

Kubernetes: The Helmsman That Keeps Our Favorite Apps AfloatImagine you’re in the middle of binge-watching your favorite series on Netflix. Just when the best moment arrives, the screen freezes. Has it happened to you? It has to me, and I admit that at first, I considered canceling my subscription in a fit of frustration… until I discovered the problem was my own Wi-Fi.Luckily, platforms like Netflix have an ace up their sleeve to prevent these issues from being common: a technology called Kubernetes, the silent hero that keeps our favorite apps running smoothly.Kuber… what?The first time I heard "Kubernetes", it sounded like the name of a futuristic robot. But in reality, its name comes from the Greek word kubernítes, meaning "helmsman." Kubernetes is responsible... Read more

Unveiling the future of intelligent automationHave you ever wondered how businesses leverage technology to transform efficiency and adaptability? 🌟 Imagine a world where your company operates seamlessly, minimizing errors and optimizing time and resources. This is precisely what intelligent automation promises, but the journey doesn't stop there.Understanding intelligent automationAt its core, intelligent automation isn't merely about speed. It's about integrating AI and machine learning to develop systems that enhance both efficiency and adaptability. By doing so, companies can not only streamline operations but also revolutionize the way they work.Reducing errors through automationImagine the complexity of data management, customer support, and document processing. These are realm... Read more

Speech-to-text technology has revolutionized the way we interact with digital devices.This tool converts spoken language into written text, making tasks like meeting transcription, content creation, and accessibility for people with hearing impairments much easier. Thanks to advances in artificial intelligence and machine learning, its accuracy and usefulness have grown exponentially. 🎙️Transforming CommunicationWhat is Speech-to-Text?The speech-to-text process uses voice recognition models trained on vast amounts of data. By capturing sound waves, the technology breaks these patterns into phonetic units and translates them into written words, adapting to both linguistic and semantic contexts. This requires a constant balance between s... Read more