Advocacy

Let’s cut through the noise. You need clarity on AI policy – not hype, not fear. We break down what’s actually happening and why it matters for the people and communities you care about.

Training Data Transparency

The world’s most powerful AI companies are hiding what their systems learned from, claiming it’s a trade secret – but training data is just the ingredients list, not the recipe. We break down why transparency matters, how to spot the difference between innovation and theft, and what real AI accountability looks like.

Vibrant multicolored source code displayed on a computer screen, depicting programming and web development concepts.