5 min read
Performance That’s Measured against the Things That Count
It’s no longer enough to measure model accuracy. Ethics, explainability, and wider performance are key KPIs that must be considered as equally crucial priorities.
Artificial Intelligence (2)
4 min read
World Mosquito Day: Fighting Malaria with Machine Learning
August 20th is World Mosquito Day. A day to raise awareness about the diseases carried by mosquitoes and highlight the scientific innovations that are emerging to help us reduce the suffering caused by the world’s second most deadly animal.
3 min read
Approaching Ethical AI Design: An Insider’s Perspective
I would be surprised to find anyone who works in the tech sector, especially if they’re working with data, who hasn’t seen a significant emphasis on ethical applications of AI, or “doing AI ethically” (even the Pope has got involved!). Conferences,...
3 min read
The AI Adoption Paradox: Can Cautious Adoption Reap Maximal Benefits?
In the race to adopt AI, there is a flurry of activity happening in boardrooms and technical teams across the country. AI, which even a few years ago seemed to be the preserve of a vanguard of highly innovative companies, has suddenly become a...
3 min read
AI Model Training: Why Continuous Improvement Matters in High-Stakes Applications
As AI capabilities advance, and with the advent of widely available low-cost cloud computing, AI will inevitably be applied to wider problem sets with more immediate and wide-ranging real-world impacts, bringing with it higher problem complexity and...
3 min read
5 Reasons Why You Can Better Understand Your Data with AI
Many organisations still watch from the sidelines as competitors transform their understanding of data with AI. Why is this?
2 min read
The Value of Machine Learning in Clinical Trials
Clinical research data plays an essential role in the pharmaceutical industry but can also eat up resources in terms of time and money. However, by utilising machine learning in clinical trials, efficiency can be drastically improved, enabling...
2 min read
What is Human-AI Collaboration and Why Should You Embrace It?
The internet can seem full of scary stories and science fiction, but what is Human-AI Collaboration really going to do to transform our lives in the near future?
2 min read
AI in Life Sciences: Faster Drug Development to Personalised Medicine
When we consider the role of artificial intelligence in life sciences, it already has a proven track record as an effective tool to support pharmaceutical research. However, companies are also moving fast to explore the transformational impact it...
3 min read
What is Humanized Machine Learning and Why Should you Care?
While machine learning has been around for decades, it has swiftly become a major buzzword in recent years. Following in the footsteps of 'digital transformation', many businesses are struggling to comprehend the intrinsic value of machine learning...
2 min read
Bayesian Optimisation can help Quantum Computing Become a Reality
Quantum computers have the potential to be exponentially faster than traditional computers, revolutionising the way we currently work. While we are still years away from general-purpose Quantum Computing, Bayesian Optimisation can help to stabilise...
2 min read
How Active Learning Can Train Machine Learning Models with Less Data
Even with low cost widely available cloud computing, it can take significant time and compute power to train machine learning models on large data sets. This is expensive and is often at odds with the net-zero carbon goals of many organisations...