NEWS IN BRIEF: AI/ML FRESH UPDATES

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FT Journalism Powers OpenAI AI Training

Financial Times partners with OpenAI's ChatGPT for AI training, offering users summaries and quotes. Deal includes undisclosed payment to FT, part of ongoing collaborations with news publishers.

AI Struggles with Online Horror and Hate

Service providers face challenges managing upsetting online material. Section 230 of the Telecommunications Act of 1996 revolutionized internet content liability, leading to the rise of user-generated content and platform moderation.

Mastering One-Hot Encoding

Avoid machine learning crashes by following best practices for one-hot encoding. One-hot encoding converts categorical variables into binary columns, improving model performance and compatibility with algorithms.

Master Multi-Class Classification with LightGBM

LightGBM, a powerful tree-based system for classification, regression, and ranking, was used to predict political leaning from demographic data. The challenge lies in navigating the numerous parameters to create an effective model with the LGBMClassifier class.

Effortless RAG System Creation in LangChain

Film Search is a RAG-based system that uses a self-querying retriever to filter movies by metadata before finding similar films. This innovative approach allows for natural language queries and preserves user privacy.

AI: A Reliable Voice for Ministers?

Large-language models like ChatGPT can help analyze public consultations, but they still struggle with distorting meanings. The UK government is exploring the use of AI in democracy, but questions remain about its impact on civil service and democracy.