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Coactive AI’s CEO: quality beats quantity for data selection

Snorkel AI

So for example, in 2015, fidget spinners were all the rage. Now the key insight that we had in solving this is that we noticed that unseen concepts are actually well clustered by pre-trained deep learning models or foundation models. So this might come up if we’re a social media site and we’re trying to do a recommendation.

article thumbnail

Coactive AI’s CEO: quality beats quantity for data selection

Snorkel AI

So for example, in 2015, fidget spinners were all the rage. Now the key insight that we had in solving this is that we noticed that unseen concepts are actually well clustered by pre-trained deep learning models or foundation models. So this might come up if we’re a social media site and we’re trying to do a recommendation.

article thumbnail

Coactive AI’s CEO: quality beats quantity for data selection

Snorkel AI

So for example, in 2015, fidget spinners were all the rage. Now the key insight that we had in solving this is that we noticed that unseen concepts are actually well clustered by pre-trained deep learning models or foundation models. So this might come up if we’re a social media site and we’re trying to do a recommendation.