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Edward G. Miner Library

AI: Home

A Comprehensive Resource on AI Applications, Innovations, and Academic Pursuits

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Miner Library's Guide to AI includes knowledge that encompass a variety of resources related to neural networks, machine learning, and large language models.

Machine Learning Datasets and Models

The Data Cards Playbook is an emerging metadata standard focused on increasing transparency and providing structured documentation for machine learning datasets and models. The following resource provides a basic description:


AI is characterized as having the following capabilities: 1) the ability to learn in a self-supervised way, 2) the ability to solve problems from various domains without extensive retraining, and 3) the ability to generalize between tasks.
Littman ML, Ajunwa I, Berger G, et al. Gathering Strength, Gathering Storms: The One Hundred Year Study on Artificial Intelligence (AI100) 2021 Study Panel Report. Stanford University, Stanford, CA, September 2021. Doc:

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AI Conversations: A Deep Dive into Prompting

Best Practices for Prompting: Learn essential strategies for formulating effective prompts to generate accurate and relevant responses from AI models. Discover how to optimize prompts to obtain desire…

Thursday, May 25, 2023
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News (University of Rochester)

How will AI chatbots like ChatGPT affect higher education?

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Feb, 2023 ... U of R administrators and faculty weigh in on the pros and cons of ChatGPT and AI chatbots, the newest online learning tools.

How can we be sure machine learning is accurate? : News Center

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May 2, 2022 ... White's lab has developed a way to verify the predictions of machine learning models used in drug discovery by using counterfactuals.

More than words: Using AI to map how the brain understands ...

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Mar 22, 2021 ... New research involving neuroimaging and A.I., describes the complex network within the brain that comprehends the meaning of a spoken ...

Visit the following page to explore more AI news at the U of R.