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How to Ensure AI Models Reflect the Richness of Human Diversity

Towards AI

Insights from bridging data science and cultural understandingDall-E image:impressionist painting interpretation of a herring boat on the open ocean At my core I am a numbers guy, a computer scientist by trade, fascinated by data and what information can be gleaned from it.

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Will Large Language Models End Programming?

Unite.AI

AI's influence in programming is already huge. Similar to how early computer scientists transitioned from a focus on electrical engineering to more abstract concepts, future programmers may view detailed coding as obsolete. The rapid advancements in AI, are not limitd to text/code generation.

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Explainable AI Using Expressive Boolean Formulas

Unite.AI

While AI exists to simplify and/or accelerate decision-making or workflows, the methodology for doing so is often extremely complex. Indeed, some “black box” machine learning algorithms are so intricate and multifaceted that they can defy simple explanation, even by the computer scientists who created them.

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Neural Networks Achieve Human-Like Language Generalization

Unite.AI

When pitted against established models, such as those underlying popular chatbots, this new neural network displayed a superior ability to fold newly learned words into its existing lexicon and use them in unfamiliar contexts. This study, with its promising results, nudges the scales in favor of optimism.

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UCI and Harvard Researchers Introduce TalkToModel that Explains Machine Learning Models to its Users

Marktechpost

Machine learning models have become indispensable tools in various professional fields, driving applications in smartphones, software packages, and online services. However, the complexity of these models has rendered their underlying processes and predictions increasingly opaque, even to seasoned computer scientists.

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Rethinking Reproducibility As the New Frontier in AI Research

Unite.AI

Recent advancements in AI emphasize the need for improved reproducibility due to the rapid pace of innovation and the complexity of AI models. Multiple factors contribute to the reproducibility crisis in AI research.

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Boston Children’s Researchers, in Joint Effort, Deploy AI Across Their Hip Clinic to Support Patients, Doctors

NVIDIA

A team of 10 researchers are working on the project, funded in part by an NVIDIA Academic Hardware Grant , including engineers, computer scientists, orthopedic surgeons, radiologists and software developers. DGX enabled advanced computations on more than 20 years’ worth of historical data for our fine-tuned clinical AI model.”