Simon Willison’s Weblog

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1,232 posts tagged “generative-ai”

Machine learning systems that can generate new content: text, images, audio, video and more.

2020

gpt2-headlines.ipynb. My earliest experiment with GPT-2, using gpt-2-simple by Max Woolf to generate new New York Times headlines based on a GPT-2 fine-tuned against headlines from different decades of that newspaper.

# 31st January 2020, 2:13 am / llms, generative-ai, ai, max-woolf, gpt-2, openai

2018

Text Embedding Models Contain Bias. Here’s Why That Matters (via) Excellent discussion from the Google AI team of the enormous challenge of building machine learning models without accidentally encoding harmful bias in a way that cannot be easily detected.

# 17th April 2018, 8:54 pm / machine-learning, ai, generative-ai, google, ethics, embeddings, ai-ethics