A Sonnet on AI Bias by Claude AI

The data trails we leave each dayContain our joys, beliefs, errors of the past.The systems trained on such displayBiases that within were cast. Imprints of preconception live on,As algorithms crunch through unfeeling bits.Creating models that still drawnTo the prejudices found in it. They mirror latent flaws back to us,Mathematizing the biases we’ve made.Garbage in begets … Read more

Artificial Intelligence and Bias

Artificial Intelligence systems can unintentionally perpetuate and amplify societal biases, leading to unfair outcomes. This can occur because the AI algorithms reflect the biases in the data used for training. The video below presents the reasons biases can occur and the ways those biases can be overcome. We’ll talk more about training in the near … Read more

Are NFTs Securities?

Non-fungible tokens (NFTs) represent unique digital assets that are typically used to represent ownership of digital art, collectibles, virtual real estate and other digital items. (For some background on NFTs see my primer.) Determining whether an NFT is a security is a complex and evolving legal question that depends on numerous factors and the jurisdiction … Read more

Copyright Protection for AI⁠⁠-⁠Generated Works

The U.S. Copyright Office has ruled that AI-generated artwork cannot be copyrighted. Let’s talk about that. But first a little background. What’s a Copyright A copyright is a legal right that grants exclusive control over the use and distribution of an original creative work. It gives the creator or owner of the work the exclusive … Read more