The following are research groups and companies working on developing AI/Machine Learning tools. Many are creating tools used for products such as search engines and generative tools. Explore the companies and note many of their written policies. Consider the following:

• Do these companies list the source of their training data?
• Do people have to pay for access to their tools? How else is access restricted?
• What products have these companies produced?
• What accountability have these companies taken for possible harm?

Many research groups have developed out of concern for the possible consequences of unchecked AI/Machine Learning tools. The following is a starting list of these groups, and will continue to grow overtime.

Check out some of the groups at UB working on AI and related topics!