There are reports of new approaches to making artificial intelligence effective in real-world applications. Various outlets are discussing ways to improve ai functionality, including its use in workplaces and education, although the specifics and potential outcomes are unclear. The involvement of major companies such as amazon and microsoft in these efforts is also being noted.