AI governance is coming in 2024. What a business using AI needs to know
So far all companies that either process or store (sensitive) data must follow the rules of GDPR. Since? data is what makes AI models working, this is to date the main regulation many companies follow.
By 2024,? there will be a new regulation in the EU/UK: the AI Act.?
What is going to change?
There will be 4 tier of ‘risk’ on AI models based on the danger to human life. See picture.
Examples:
-An AI solution that is linked to weapons. This? is clearly Unacceptable risk. Not Allowed. (Tier 1)
-A model that scores students’ exam or it predicts health disease or scores credit personal risk. This is classified as ‘High risk’ since the person's life is ‘highly’ affected: if the model gives a student low grades it may lead to personal career consequences. (Tier 2)
-A model that interacts with clients in customer service, plays music under voice command. This is ‘Low risk’ as it is unlikely to affect a person’s life: if the chatbot did not refund you a damaged glass you can live with it. (Tier 3)
-A model that regulates light luminosity or scores/generates paintings. No risk for humans (Tier 4)
All companies providing or using AI models in Tiers 2 and 3, will need to have a ‘model’ governance in place.?
What does it mean? We do not know exactly (regulations are not published yet) but they will likely need quality and safety checks and procedures similar to the approach in place now for cyber security.?
Example? As in cyber, you would need to periodically ‘pen test’ the model is still correct and ensure you are applying the latest security standard (i.e. quality of data pipeline) to minimize risks of unwanted results.
Head of Data Management
1 年As a Data Governance professional, I’m keen to see movement on this. It’s essential that we, as a race, get our arms around the governance of AI capabilities and ethical coding for purposes of doing good and front footing the inevitable job losses that will come as a result of ever improving AI. For anyone interested in context but who might not understand why, I’d suggest you start with Scary Smart by Mo Gawdat.
Trailblazing Human and Entity Identity & Learning Visionary - Created a new legal identity architecture for humans/ AI systems/bots and leveraged this to create a new learning architecture
1 年Andrea, You might want to skim “Getting Your Company Ready for AI - What Boards and C-Suites Need to Know” - https://www.dhirubhai.net/pulse/getting-your-company-ready-ai-what-boards-c-suites-need-huntington/ Guy ??
Digital Sherpa | AI4Business | AI Clinics | Helping small business owners grow, thrive and feel alive again! Let's bin some of those hats you wear ALL DAY LONG. #SME #Solopreneur #StartUpLife #Innovation #AI
1 年Is there a draft out yet re the EU AI Act Andrea?
Andrea Isoni Thanks for Sharing! ?