Positions of trust: can we work with navigation systems we struggle to understand?
Ramsey's talk will cover how the steady pace of ever-smarter software is being used to overcome some major challenges in positioning and autonomy. With the boom in Deep Neural Networks however comes a significant challenge in being able to understand - and therefore trust - how these systems achieve the results they do. This talk will highlight some of the benefits and challenges that come with increasing the complexity of software and looks at how to use fundamentally opaque "black box" systems within high-integrity, trustable systems.
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