The landscape of artificial intelligence (AI) is undergoing a notable transformation, shifting from the pursuit of ever-larger language models (LLMs) to the development of smaller, more efficient models. This shift, driven by technological advancements and practical considerations, is redefining how AI systems are built, deployed, and utilized across various sectors. The Shift in AI Model...
Category: Technology
Understanding Tokens in AI
In the realm of Artificial Intelligence (AI), particularly in the context of Large Language Models (LLMs), tokens are the fundamental units of language that enable machines to comprehend and generate human-like text. This article delves into the world of tokens, exploring their definition, history, types, and significance in the AI landscape. What are Tokens? In...
Embeddings: The Secret Sauce in AI’s Data Cuisine
In the world of artificial intelligence (AI), data is the main ingredient. But just like raw ingredients need preparation before they become a delicious meal, data must be transformed into a palatable format for AI systems, particularly large language models (LLMs), to "digest." This is where embeddings enter the kitchen, serving as the secret sauce...
Power-hungry AI is driving a surge in tech giant carbon emissions. Nobody knows what to do about it
Since the release of ChatGPT in November 2022, the world has seen an incredible surge in investment, development and use of artificial intelligence (AI) applications. According to one estimate, the amount of computational power used for AI is doubling roughly every 100 days. The social and economic impacts of this boom have provoked reactions around...
Custom GPTs vs Assistants
In today’s rapidly evolving tech landscape, AI-driven solutions are becoming integral to enhancing user experiences and automating tasks. Among these solutions, OpenAI offers two powerful tools: Custom GPTs and Assistants. Both cater to different needs and skill levels, making it essential to understand their distinctions and applications. In this blog post, we will compare the...
Microsoft’s New “Recall” Feature: A Double-Edged Sword?
At the recent Build conference, Microsoft unveiled an ambitious new feature for Windows 11 called "Recall," integrated into the new Copilot+ PCs. This AI-powered tool aims to revolutionize how users search and retrieve past activities on their PCs. However, while innovative, Recall raises significant privacy and security concerns that cannot be ignored. How Recall Works...
AI can now generate entire songs on demand. What does this mean for music as we know it?
In March, we saw the launch of a “ChatGPT for music” called Suno, which uses generative AI to produce realistic songs on demand from short text prompts. A few weeks later, a similar competitor – Udio – arrived on the scene. I’ve been working with various creative computational tools for the past 15 years, both...
What are autonomous Agents?
Step aside, boring textbooks! Let's talk about the cool kids on the block: autonomous agents. Imagine a bunch of mini superheroes, but instead of capes and superpowers, they have sensors and software. They're not just sitting around—they're out there in the world, sensing stuff, making decisions, and hustling to achieve their own goals. So, who...
Unraveling the Magic of Retrieval-Augmented Generation (RAG): A Game-Changer in AI
Welcome to the thrilling world of artificial intelligence, where the line between science fiction and reality blurs with every breakthrough. Today, we're diving into an innovation that's shaking up the AI sphere: Retrieval-Augmented Generation (RAG). Imagine if AI could not just talk the talk but also walk the walk by backing up its words with...
Devin: The Dawn of AI Software Engineers?
Hello, tech enthusiasts! Are you ready to ride the wave of the future? Imagine if you could clone yourself to tackle that ever-growing pile of coding on your desk. Well, Cognition has just introduced a new team member you'll want to meet—Devin, the AI software engineer. And guess what? Devin is not just any ordinary...
