Breaking AIs to Make them Better

Grahical abstract explaining Raw-Zero-Shot
Image recognition AIs are powerful but inflexible and cannot recognize images unless they are trained on specific data. In Raw Zero-Shot Learning, researchers give these image recognition AIs a variety of data and observe the patterns in their answers. The research team hopes that this methodology can help improve the robustness of future AI. Illustrated by Hiroko Uchida.

Researchers investigate ways to make AIs more robust by studying patterns in their answers when faced with the unknown. Current AIs are very accurate but inflexible at image recognition. Exactly why this is remains a mystery. Researchers have developed a method called ‘Raw Zero-Shot’ to assess how neural networks handle elements unknown to them...

Read More

Asteroids: Researchers Simulate Defense of Earth

Info graphic which shows what effects the collision of DART could have on the orbit of Didymos B. © NASA / Johns Hopkins APL

NASA’s Double Asteroid Redirection Test (DART) mission is the world’s first full-scale planetary defense test against potential asteroid impacts on Earth. Researchers of the University of Bern and the National Centre of Competence in Research (NCCR) PlanetS now show that instead of leaving behind a relatively small crater, the impact of the DART spacecraft on its target could leave the asteroid near unrecognizable.

66 million years ago, a giant asteroid impact on the Earth likely caused the extinction of the dinosaurs. Currently no known asteroid poses an immediate threat...

Read More

Norovirus and other ‘Stomach Viruses’ can Spread through Saliva

This microscopic view shows image of salivary gland acinar epithelial cells infected with rotavirus, a type of enteric virus, in a mouse.

A class of viruses known to cause severe diarrheal diseases – including the one famous for widespread outbreaks on cruise ships – can grow in the salivary glands of mice and spread through their saliva, scientists at the National Institutes of Health have discovered. The findings show that a new route of transmission exists for these common viruses, which afflict billions of people each year worldwide and can be deadly.

The transmission of these so-called enteric viruses through saliva suggests that coughing, talking, sneezing, sharing food and utensils, and even kissing all have the potential for spreading the viruses. The new findings still need to be confirmed in human studies.

The findings, which appear in the journal Nature, could lead to better ways to prevent, diagnos...

Read More

New Single-Mode Semiconductor Laser delivers Power with Scalability

Schematic of the Berkeley Surface Emitting Laser (BerkSEL)
Schematic of the Berkeley Surface Emitting Laser (BerkSEL) illustrating the pump beam (blue) and the lasing beam (red). The unconventional design of the semiconductor membrane synchronizes all unit-cells (or resonators) in phase so that they are all participating in the lasing mode. (Image courtesy of the Kanté group)

Berkeley engineers have created a new type of semiconductor laser that accomplishes an elusive goal in the field of optics: the ability to maintain a single mode of emitted light while maintaining the ability to scale up in size and power. It is an achievement that means size does not have to come at the expense of coherence, enabling lasers to be more powerful and to cover longer distances for many applications.

A research team led by Boubacar Kanté, Chenming Hu Asso...

Read More