Short excerpt below from the O'Reilly Trends Feature
O'Reilly home Trends. Do subscribe below at the link, nice overview of what going on.
By Mike Loukide, May 3, 2021
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AI
Snorkel is making progress automating the labeling process for training data. They are building no-code tools to help subject matter experts direct the training process, and then using AI to label training data at scale.
There’s lots of news about regulating AI. Perhaps the most important is a blog post from the US Federal Trade Commission saying that it will consider the sale of racially biased algorithms as an unfair or deceptive business practice.
AI and computer vision can be used to aid environmental monitoring and enforce environmental regulation–specifically, to detect businesses that are emitting pollutants.
Facebook has made some significant progress in solving the “cocktail party problem”: how do you separate voices in a crowd sufficiently so that they can be used as input to a speech recognition system?
The next step in AI may be Geoff Hinton’s GLOM. It’s currently just an idea about giving neural networks the ability to work with hierarchies of objects, for example the concepts of “part” and “whole,” in the hope of getting closer to monitoring human perception ..... "
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