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 today. Throwing more data at a problem isn’t always the best answer, and by using AI that is responsible by design, we can reduce these problems while maintaining performance. Active learning is one of the methods we use at Mind Foundry to achieve this.

In most cases, it’s not necessary to use an entire dataset to train a model…

Mind Foundry

Mind Foundry is an Oxford U. Company. Operating at the intersection of innovation, research, and usability we empower teams with AI built for the real world.

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