Tag: Datasets

Comet and Snowflake have partnered to offer data scientists faster and better model building solutions. The integration allows for effortless versioning and artifact tracking, enhanced MLOps capabilities, and simplified workflows, making it easy for data scientists to use Snowflake as their primary data source and understand how data changes affect model performance.

Generative language programs like ChatGPT have limitations, including telling jokes. Researchers found ChatGPT produced variations of one of 25 joke set-ups 90% of the time. While the AI can break down what makes a joke funny, its ability to do so was a result of prior training and memorization. ChatGPT learned a specific joke pattern, but its generation and identification of jokes focuses on their meaning and content. ChatGPT3.5 represents progress towards AI's understanding of humor, but humans still reign supreme in the realm of jokes.

AI-generated text is becoming more prevalent, but fake news and plagiarism are big concerns. That's where DNA-GPT comes in. This detection method is effective, robust, and provides explainable evidence for detection decisions.

Discover how Machine Learning algorithms embedded in online banking services can result in biased decisions towards certain groups, impacting credit cards, car loans, and mortgages. A new approach based on covariance analysis has been proposed to reduce bias while maintaining overall performance. By removing sensitive attributes, this innovative approach can improve fairness in decision-making processes and create a more equitable future for everyone.

Snowflake has launched its government and education data cloud, designed to provide a complete solution for public sector agencies and educational institutions. The managed package enables teams to seamlessly consolidate and analyze disparate data assets, while creating downstream applications tailored to verticals with predictive capabilities and historic trend analysis reports. With prebuilt solutions and industry-specific datasets, the dedicated data cloud streamlines collaboration and data exchange. Notable customers include the US State of Montana and the City of Tacoma.