The Mind Foundry Blog

Discover the latest articles on Artificial Intelligence and Machine Learning.

Artificial Intelligence

5 min read

The Puzzle of Scaling AI in Insurance

Building a performant model in insurance is one thing. Building, deploying, maintaining, and governing hundreds of models in production is another challenge entirely. AI is already integral to insurance and has been the driving force behind much of...

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5 min read

Measuring What Really Matters

Why end-user insight and operational context are the keys to understanding AI performance in the defence sector. In Defence and National Security, the scrutiny placed on AI systems and the bar for responsibility and accountability are heightened,...

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7 min read

Balancing Innovation and Risk: How Insurance Leaders Can Manage AI

AI's potential to drastically enhance the insurance industry is extraordinary and undeniable, with McKinsey estimating AI could add up to $1.1 trillion in annual value for the global insurance industry. But just as AI's potential is beyond question,...

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Black Box Explainability in Insurance Feature Image

7 min read

How Complex Models Can Be Made Explainable for Insurance

In the insurance industry, understanding and trusting the decision-making process of predictive models is essential. Historically, insurers used simple models that were easily explainable to regulators, but in recent years, as many models have...

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AI Regulations around the World

6 min read

AI Regulations around the World

This article will continue to evolve and change as new details and milestones around AI Regulations emerge. A history of these edits can be found at the end of the piece. In the last decade, we have witnessed the most significant progress in the...

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Mind Foundry blog index

10 min read

All of Mind Foundry's Blogs

Here are the blogs that Mind Foundry has written recently. We've separated them into their respective topics or sectors to help you find what you're interested in.

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5 min read

Explaining the Origins of AI

AI is everywhere. It has rapidly become an integral part of how we organise our lives, go about our jobs, and get from place to place. And yet, in our discussions with customers, we often encounter a wide range of misconceptions about what AI...

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How Machine Learning Models Fail Title Image

4 min read

How Machine Learning Models Fail

In our first blog in this four-part series, we discussed how Machine Learning (ML) models might be considered ‘trustworthy’, and we emphasised challenges in bias and fairness, the need for explainability & interpretability, and types of data drift....

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What makes a Machine Learning model ‘trustworthy’?

7 min read

What Makes a Machine Learning Model 'Trustworthy’?

Last year, Mind Foundry worked closely with Professor Brent Mittelstadt (of the Oxford Internet Institute) to get a deeper understanding of the law, policy, and standards in development surrounding machine learning. The output of this work was an...

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3 min read

Explaining AI Explainability

There’s been a lot of talk about the development of large language models (LLMs) recently, with the loudest voices split between those who think it poses a significant risk to humanity and those who believe it could be the crowning achievement of...

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5 min read

The Power to Do Good with AI

The past few months have shown us how quickly deep tech innovation, and especially advances in Artificial Intelligence (AI), can be developed and adopted at great scale. New AI tools have emerged at breakneck speed, opening up a range of...

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3 min read

Collaborating With Partners to Push Quantum Computing Forward

(This piece was originally published as a guest post for The Quantum Insider) The focus on quantum computing has been growing steadily over the last decade, thanks to the promise of how this technology could revolutionise our lives. An example of...

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News, announcements, and blogs about AI in high-stakes applications.