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I think of the Harriet Tubman quote: I could have freed a thousand more if only they knew they were slaves.

sdecoret/ShutterstockThe push to deliver unbiased and responsible artificial intelligence is admirable. The same percentage reported that data professionals in their organization actively check for skewed or biased data during data ingestion.

and 95% agreed that synthetic data will be a key player when it comes to creating inclusive datasets.a 2021 survey by McKinsey found.a majority are not yet taking steps to wring out bias from AI.

It also hints at recognition by both types of leaders that the data they have tends to be problematic.Also: AI projects grew tenfold over the past year.

especially high-quality data that match with application scenarios.

90% reported they are retraining their models on at least a quarterly basis.Socher described his first startup.

Socher offered the example of a developer looking for how to train a model using PyTorch.Socher acknowledged that this will in fact take many years.

once you learn a bit about how content ranking works.has had this mission impossible on his mind ever since his Stanford days.