Free Tools and Resources for AI Startups

Here is a list of free tools and resources for any startups to start establishing best practices and processes to adopt or develop AI that is safe, reliable and compliant:

AI Incident Database so you don't repeat the same mistakes:
‍https://incidentdatabase.ai/apps/incidents/

‍Map of Global AI Regulation Tracker - enlarge the map to see what existing and upcoming regulations apply to your startup:
‍https://www.fairly.ai/blog/map-of-global-ai-regulations

‍Global Responsible AI Framework Tracker to help you choose and begin your Responsible AI journey:
‍https://www.fairly.ai/blog/policies-platform-and-choosing-a-framework

‍The EU AI Act Compliance Matrix from the International Association of Privacy Professionals (IAPP) to help you decode the EU AI Act:
‍https://media.licdn.com/dms/document/media/D4E1FAQEUfFi3AeKj4Q/feedshare-document-pdf-analyzed/0/1715792890292?e=1717027200&v=beta&t=Ipk3s8b3nB26vQvk-SRKejn0ppRjUUmM-b-eklO7DJY

‍The EU AI Act Compliance Checker maintained by the Future of Life Institute to help you identify your obligations:
‍https://artificialintelligenceact.eu/assessment/eu-ai-act-compliance-checker/

‍Microsoft for Startups Founders Hub to get free Azure credits you can use on Azure OpenAI studio:
‍https://foundershub.startups.microsoft.com/signup

‍Microsoft Responsible AI Toolkit:
‍https://www.microsoft.com/en-ca/ai/tools-practices

‍Understand the history and importance of Model Risk Management - lecture by Prof. Jon Hill at NYU Tandon School of Engineering:
‍https://www.youtube.com/watch?v=h6yxSv4uVSw

‍Montreal AI Ethics Institute democratizes AI ethics literacy:
‍https://montrealethics.ai/

‍Partnership on AI Responsible Practices for Synthetic Media being adopted by the big techs but you can also use as a startup:
‍https://syntheticmedia.partnershiponai.org/

‍ML Commons to see safety and performance benchmarks being developed by the big techs but you can also use and contribute as a startup:
‍https://mlcommons.org/

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