Well, we developed methods, explainable AI methods, to take any given stimulus that causes a neuron to fire, and we carve out the essential subcircuit responsible for that firing, and we explain how it works.
I was at Workday at the time and we'd done multiple sort of like POCs with your team in terms of trying to arrive at explainability as it relates to compliance with employment law.
(audience clapping) I would rather put all my massive effort into being something, than to sit over and have a mediocre life, man, with nothing to explain for.
Some researchers, including Dr Bowman, think what ultimately may be necessary is what AI researchers call interpretability, a deep understanding of how exactly models produce their outputs.
So GraphRag delivers more comprehensive, relevant, and explainable responses by leveraging relationships within your data, improving how generative AI applications retrieve and synthesize information.
US Federal Aviation Inspectors thoroughly examined the aircraft and discovered no signs of mechanical failure or any other factor that could explain the crash.
And no matter how much you dressed up your plans and proposals with anecdotes or catchy phrases, detailed explanations of Medicare expansion or tax credit refundability rarely stirred the heartstrings.
This second order visual mental imagery provides some inspectable and re-interpretable mental images, which play a fundamental role in cognitive processes.