Navigating the AI Landscape: From Algorithms to Generative AI In a world increasingly shaped by technology, one phrase echoes through boardrooms, research labs, and everyday conversations: Artificial Intelligence. But what exactly is AI? Is it just a buzzword, or is it truly transforming the way we live, work, and interact with the world around us? … Leer más

In recent days, during the trainings I have conducted or speeches I have given on potential AI harms, AI ethics, or evaluation methodologies of AI and algorithms, the conversation repeatedly circled back to one central question: Is there hope? I have been contemplating this question deeply. What is hope anyway? Is it an emotion? Can … Leer más

Maybe Our Truths Are Not The Only Ones: Provocative Questions Around Benchmarking If we are talking about transformative AI, then we need to at least check what is transformative: “causing a marked change in someone or something.” If we are discussing transformation, we must be cautious with our assumptions. We need to revisit them repeatedly, … Leer más

A New Era of Benchmarking Artificial intelligence has entered a new era, one in which traditional benchmarks are evolving to meet the demands of increasingly complex technologies and applications. As AI spreads across industries and impacts more aspects of society, the limitations of standard benchmarking methods have become more evident. In this post, we’ll delve … Leer más

What Benchmarks Measured So Far? From the early days of artificial intelligence (AI), benchmarks have been essential for evaluating progress and setting standards in the field. They serve as performance indicators, guiding researchers and engineers in assessing which models excel and where improvements are needed. As AI has advanced, benchmarks have expanded from simple computational … Leer más

Tracing the Journey: A Comprehensive History of Artificial Intelligence The history of artificial intelligence (AI) is a journey marked by bold ideas, persistent research, and groundbreaking advancements that have shaped our understanding of machines and cognition. Starting with the thought-provoking questions posed by Alan Turing in the 1950s about whether machines could «think,» AI research … Leer más

Data’s Journey: The Story Behind AI Datasets My name is Ayşegül Güzel, and my work has been dedicated to looking for systems that can bring joy to humanity. In that journey, I’ve worn many different hats such as innovation and strategic consultant, time banker, community facilitator, storyteller, and data scientist. As a fellow at Humane Intelligence, … Leer más