Aug 11, 2021

The U.S. plans to build nearly a dozen new civilian AI research labs. The U.S. National Science Foundation (NSF) committed $220 million to fund 11 National Artificial Intelligence Research Institutes, complementing seven other AI research institutes that were established last year.

How much math do you need to know to be a machine learning engineer? It’s always nice to know more math! But there’s so much to learn that, realistically, it’s necessary to prioritize.

Researchers from Emory University, MIT, Purdue University, and other institutions found that deep learning systems trained to interpret x-rays and CT scans also were able to identify their subjects as Asian, Black, or White.

Self-attention enables transformer networks to track relationships between distant tokens — such as text characters — in long sequences, but the computational resources required grow quadratically with input size.

Insects that spread pollen to fruiting plants are in trouble. A possible alternative: Robots. Farmers in Australia and the U.S. are using robots from Israeli startup Arugga Farming to pollinate greenhouse tomatoes.

How much math do you need to know to be a machine learning engineer? It’s always nice to know more math! But there’s so much to learn that, realistically, it’s necessary to prioritize.