Microsoft has embedded a new AI formula, =COPILOT, directly into Excel’s grid, promising natural‑language automation for summarizing text, classifying feedback, and generating content—while simultaneously cautioning users not to rely on it for “any task requiring accuracy or reproducibility.” In...
ai in excel
ai summarization
beta features
copilot
data governance
excel
excel copilot
gpt-4
guardrails
in-cell ai
microsoft copilot
natural language
non-deterministic ai
privacy
quotas
textclassificationtext generation
The integration of generative AI (Gen-AI) tools for text data augmentation has rapidly shifted from a niche experimentation to a mainstream methodology, particularly in fields that grapple with data scarcity and the intricacies of minor languages. Nowhere is this more pronounced than in the...
ai in education
bag of words
benchmark
data science
dimensionality reduction
educational data
generative ai
hyperparameter optimization
lithuanian nlp
low-resource languages
machine learning
model performance
natural language processing
sentence-bert
textclassificationtext data augmentation