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The GeoPT model could be “extremely helpful for engineers hoping to test out blueprints for vehicles without needing to run so many physical experiments,” says Haixu Wu, an MIT postdoc and CSAIL researcher (Credits: Alex Shipps/MIT CSAIL, using GeoPT model and assets from Adobe Stock).
CSAIL article

Artificial intelligence models are jacks of many trades, including writing, generating images, and creating 3D models. But they aren’t as helpful when it comes to testing robots or designs for vehicles in diverse environments, since they don’t understand physics as well as they do pixels or text.

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There is a brief moment between a chip’s prediction machinery being wiped or isolated and when it uses its predictions. Malicious actors can time an attack to exploit this small window, which could reveal sensitive data (Credit: Gabriel Maragaño).
CSAIL article

Modern processors are fast in part because they guess. Rather than waiting to find out which way a program will branch, a chip predicts the likely path and races ahead. When the guess is right, time is saved. When it's wrong, the work is discarded, but traces of it linger, and since the Spectre vulnerability was disclosed in 2018, attackers have known how to read those traces to pull secrets out of memory they should never see.