Machine learning is a vital part of many real-world systems, but concerns remain about the lack of interpretability, explainability and robustness of black-box AI systems. Concept Bottleneck Models (CBM) address some of these challenges by learning interpretable concepts from high-dimensional data, e.g.

Evan Spiegel doesn't want you to call Snap Specs AI glasses Evan Spiegel doesn't want you to call Snap Specs AI glasses Snap's CEO sat down with Engadget after his keynote at AWE. Snap's newly announced AR Specs might seem similar to other smartglasses, but Snap CEO Evan Spiegel says that's the wrong way to think about the product. Specs, he says, is a new type of computer, a see-through computer. Shortly after unveiling Specs at AWE, Spiegel sat down with Engadget to tell us more about the device we got a glimpse of onstage. The CEO repeatedly referred to Specs as a computer and that really is core to understanding how Snap is positioning the product (and justifying the price). Specs, Spiegel said, is able to overlay computing on the world around you and bring computing into the world, which is so important if you want to make computing feel more human. But Snap will have to do more than just persuade people to buy a computer for their face.

You Can Finally Buy Snap's New AR Specs--for $2,195 Snap CEO Evan Spiegel lays out the company's vision for its augmented-reality smart glasses, arriving later this year. Snap--maker of the popular social app Snapchat--has a new pair of augmented-reality smart glasses called Specs. Snap CEO Evan Spiegel revealed the new glasses at an event during the Augmented World Expo (AWE) tech conference in Long Beach, California. As Snap frames it, this isn't a prototype or developer device--it's the first actual consumer version of the Specs AR glasses, unlike the previous generation exclusively sold to developers and creators. Snap says it expects the devices to ship this fall in the US, UK, and France.

Snap's slimmed down AR Specs go on sale later this year for $2,195 Snap's slimmed down AR Specs go on sale later this year for $2,195 It's the first time the company will be selling its AR glasses to the public. It's been almost five years since Snap began experimenting with standalone augmented reality glasses. Now, the company is finally ready to start selling them to the public, though they won't be cheap. During a keynote today at Augmented World Expo in Long Beach, California, Snap CEO Evan Spiegel unveiled the company's latest AR Specs that he said represent the beginning of a new era in computing. The $2,195 glasses come with a wider field of view, upgraded battery life and, perhaps most importantly, a slimmed down form factor compared with the oversized, developer-only glasses it showed off in 2024 .

Breast cancer remains a leading cause of death among women, with early de(NCCT) tection significantly scans of the impro chest, ving routinely prognosis.

We introduce a model that learns to convert simple hand drawings into graphics programs written in a subset of \LaTeX.~The

Neural Information Processing Systems http://nips.cc/

Neural Information Processing Systems http://nips.cc/