Education

Tianhua Chen has published a 195-page preprint book titled "The Little Book of Generative AI Foundations: An Intuitive Mathematical Primer" on arXiv. The primer provides a derivation-oriented introduction connecting the mathematics of major generative model families, including variational autoencoders, diffusion models, normalizing flows, autoregressive models, GANs, and energy-based models.

A New York Times report states that Google plans to turn off its search service for schools that choose to reject AI features. The post links to the news article and a Google blog post regarding education products, though no additional details are provided in the text.

Dartmouth College provost Santiago Schnell resigned after an advisory committee found he failed to disclose significant AI use in an academic paper and a Washington Post op-ed about AI cheating. Investigators accessed his Dartmouth enterprise Claude account and found he used the model to revise papers, fix code, and generate figures without required publisher disclosures.

The US Department of Justice has charged five individuals and seized over $750,000 in cryptocurrency in a crackdown on fraudulent "ghost students" who steal American identities to obtain student loans. According to federal officials, the large-scale international scheme relied in part on artificial intelligence to complete coursework and defraud financial aid programs.