Fairness metrics are quantitative measures used to assess and mitigate bias in machine learning models. They help identify and quantify unfair treatment or discrimination against certain groups or individuals. As AI systems grow in influence, so does the risk of perpetuating or amplifying biases...
As the deployment of Large Language Models (LLMs) continues to expand across sectors such as healthcare, banking, education, and retail, the need to understand and effectively evaluate their capabilities grows with each new application. Solid LLM evaluation metrics for assessing output quality are...
Successful AI projects require more than just cutting-edge technology. They demand a clear vision, robust data governance, ethical considerations, and an adaptive organizational culture. In this article, we delve into the common pitfalls that can derail AI projects. We also offer insights and...
AI Weekly Breakthroughs | Issue 11 | May 22, 2024 Welcome to AI Weekly Breakthroughs, a roundup of the news, technologies, and companies changing the way we work and live. Mannequin Medicine Makes Perfect Darlington College has introduced AI-powered mannequins to train its health and social care...
The AI Weekly Breakthrough | Issue 10 | May 15, 2024 Welcome to AI Weekly Breakthroughs, a roundup of the news, technologies, and companies changing the way we work and live. Harry Potter in One Context Window? Gradient.AI Makes It Possible In a feat that would leave even Hermione Granger...
The generative AI (GenAI) market for financial services is expected to grow by 28% over the next decade. This means that we will soon be able to say farewell to the traditional cumbersome processes that once defined the financial sector – manual data entry, lengthy decision-making for loan...
The AI Weekly Breakthrough | Issue 9 | May 8, 2024 Welcome to The AI Weekly Breakthrough, a roundup of the news, technologies, and companies changing the way we work and live Gemini’s Medical Fellowship Training Two weeks ago, we explored the ability of LLMs in taking medical board exams across...
Artificial intelligence (AI) is a transformative force that’s reshaping industries, processes, and even the very fabric of how decisions are made. As AI systems become more integral to organizational operations, it is essential that we understand the foundational elements that ensure these systems...
AI has revolutionized how we operate and make decisions. Its ability to analyze vast amounts of data and automate complex processes is fundamentally changing countless industries. However, the effectiveness of AI is deeply intertwined with the quality of data it processes. Poor data quality can...
The adage “Garbage In, Garbage Out” (GIGO) holds a pivotal truth throughout all of computer science, but especially for data analytics and artificial intelligence. This principle underscores the fundamental idea that the quality of the output is linked to the quality of the input. As...
The AI Weekly Breakthrough | Issue 8 | May 1, 2024 Welcome to The AI Weekly Breakthrough, a roundup of the news, technologies, and companies changing the way we work and live Even LLMs Get the Blues Findings from a new study using the LongICLBench benchmark indicate that LLMs may “get the...
The AI Weekly Breakthrough | Issue 7 | April 23, 2024 Welcome to The AI Weekly Breakthrough, a roundup of the news, technologies, and companies changing the way we work and live Mona Lisa Rapping: Microsoft’s VASA-1 Animates Art Researchers at Microsoft have developed VASA-1, an AI that...