[email protected]: How would you separate the hype from the reality?Saxena: A lot of the hype originates from the extrapolation of current trends and ignoring the reality of taking something from a research paper to an engineered product.There is a very good quote from [Google engineering fellow] Geoff Hinton who is known as the father of deep learning.I might be misquoting him but it goes something like, “Deep learning actually spoiled AI because it made a lot of people think it can do everything when we know that it can only solve very limited kinds of problems.” I think there are still significant challenges in AI.
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This combined with availability of large amounts of data to train these algorithms and easy-to-use tools to build AI models, are the major factors driving interest in AI.So you need to understand the underlying technical principles driving the latest cool AI demo and be able to extrapolate only the parts of the technology that have firm technical grounding.For example, if you understand the underlying drivers of improvements in say speech recognition it becomes easy to extrapolate the upcoming improvements in speech recognition quality.So today’s AI systems are nowhere close to replicating how the human mind learns.
That will be a challenge for the foreseeable future.
Apoorv Saxena: There are multiple factors driving strong interest in AI recently.
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