Contact
Start with the public-good problem.
GoodSam is interested in practical AI work where communities, institutions, and public-interest partners need more accountable tools.
For partnerships, pilots, research conversations, education work, or ecosystem coordination, email the institute directly.
doug@goodsamaritaninstitute.org
Your email app opens so you can write and send your message. Prefer the contact hub? Contact Doug Liles.