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...
Tag: AI
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...
Training AI requires more data than we have — generating synthetic data could help solve this challenge
The rapid rise of generative artificial intelligence like OpenAI’s GPT-4 has brought remarkable advancements, but it also presents significant risks. One of the most pressing issues is model collapse, a phenomenon where AI models trained on largely AI-generated content tend to degrade over time. This degradation occurs as AI models lose information about their true...
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...
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...
GPT-4o is now better than ever at faking human emotion and behaviour
Earlier this week OpenAI launched GPT-4o (“o” for “omni”), a new version of the artificial intelligence (AI) system powering the popular ChatGPT chatbot. GPT-4o is promoted as a step towards more natural engagement with AI. According to the demonstration video, it can have voice conversations with users in near real-time, exhibiting human-like personality and behaviour....
The Real-World Efficacy of Human-AI Collaboration: It’s Complicated
Welcome to the age of artificial intelligence, where every tech headline seems to herald a new era of human-AI symbiosis. But let’s be real: the relationship status between humans and AI often reads like a complicated Facebook update. As we wade through the waters of AI collaboration, it turns out the synergy between human intelligence...
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...
Understanding AI outputs: study shows cultural bias in the way AI decisions are explained
Humans are increasingly using artificial intelligence (AI) to inform decisions about our lives. AI is, for instance, helping to make hiring choices and offer medical diagnoses. If you were affected, you might want an explanation of why an AI system produced the decision it did. Yet AI systems are often so computationally complex that not...
Rabbit R1: A Glimpse Into the Future of AI Gadgets?
The Rabbit R1, the latest entrant in the AI gadget market, has stirred quite a buzz, not only for its vibrant, eye-catching design but also for its ambitious blend of AI capabilities. Initial reviews by Mashable, Engadget, The Verge, ZDNet, The Atlantic point out, this device promises to revolutionize daily tasks with a simple voice...
