Vision-Language Models (VLMs) demonstrate remarkable zero-shot generalization to unseen tasks, but fall short of the performance of supervised methods in generalizing to downstream tasks with limited ...

During Supreme Court oral arguments for the West Virginia v B.P.J. case on trans athletes in women's sports, American Civil Liberties Attorney Joshua Block suggested that "sex" should not be defined ...

Generalization – Reduce Precision of Data (Production-Grade Issue) - deterministic generalization utility that reduces the precision of sensitive data (e.g., age, timestamps) to minimize ...

How do we define slurs like the N-word? Whether it’s heated debates about racist or ableist slurs, arguments about gender, or even new kinds of profanity, dictionary editors have been at the center of ...

I'm the princess and the pea when it comes to sofas. My husband will attest that I've had complaints about all four couches we've owned since getting married six years ago. Our first sofa felt flimsy, ...

Define Ventures, a digital health venture capital fund, is training a new generation of healthcare AI leaders through its AI Fellows program—a program designed to shape startups focused on AI’s ...

If you don’t define who you are, someone else will. That might sound dramatic, but in my work with leaders over the years (and in my own life), it’s proven absolutely true. Too often, people spend ...

Deep generative models, including diffusion and flow matching, have shown outstanding performance in synthesizing realistic multi-modal content across images, audio, video, and text. However, the ...

Deep neural networks’ seemingly anomalous generalization behaviors, benign overfitting, double descent, and successful overparametrization are neither unique to neural networks nor inherently ...