Explore the evolving relationship between artificial intelligence and ethical principles in our comprehensive blog. Learn how responsible AI development impacts privacy, fairness, transparency, and accountability for businesses and society. Discover expert insights on best practices for ethical AI, real-world challenges, and actionable strategies to ensure trustworthy, unbiased, and privacy-safe technology adoption.
All generative artificial intelligence (gen AI) tools like ChatGPT, Claude and Perplexity are based on artificial neural networks that are trained on huge amounts of data, such as text or images. The large language models (LLMs) that underlie this technology are voracious in their need to ingest training data in massive quantities. Some of the…
Science fiction is full of AIs that have gone rogue. The HAL 9000 computer in the 1968 Stanley Kubrick movie “2001: A Space Odyssey” determined that the crew of the spaceship it operated was superfluous to its mission and attempted to kill them all when it suspected they were plotting to shut it down. When…
Artificial intelligence (AI), in particular its trendiest flavour, called generative AI, is having an increasing impact on the world’s environment. The large language models (LLMs) that are the basis of generative AI require prodigious computing resources. An LLM needs to be trained on data and, once up and running, then produces answers to user prompts.…
There has been great public excitement about artificial intelligence (AI), and in particular generative AI, ever since the release of ChatGPT by OpenAI in November 2022. The underlying large language model (LLM) technology allows AI models to generate content on a wide range of subjects in a fluent, conversational manner. From answers to basic questions…
There is no doubt that AI is having a huge impact on the world. Statements by the likes of McKinsey and Goldman Sachs have predicted huge economic effects, though some more recent studies, such as this from the MIT Sloan School of Management, are more nuanced. ChatGPT claims 800 million users in mid-2025, and is…
Much discussion about large language models (LLMs) is about their potential to automate tasks and jobs, and possibly replace entire industries such as graphic design and coding. While the hype in many cases exceeds the reality, there is another aspect of AI that needs to be considered: ethics. There are numerous examples of why the…