American educators have returned to the notion that shared background knowledge is essential to reading instruction, ending a decades-long lost cause that insisted reading skills and levels were the ...

Abstract: As an efficient model compression technique, knowledge distillation has become an important research topic in the field of deep learning. However, the requirement of pre-trained teacher ...

Motivation: Conventional knowledge distillation approaches primarily preserve in-domain accuracy while neglecting out-of-domain generalization, which is essential under distribution shifts. This ...

Anthropic accused three Chinese AI firms of engaging in concerted "distillation attack" campaigns. U.S. companies like Anthropic and OpenAI are concerned with ceding a competitive advantage to such ...

Anthropic is accusing three Chinese artificial intelligence companies of "industrial-scale campaigns" to "illicitly extract" its technology using distillation attacks. Anthropic says these companies ...

In mathematics, proofs can be written down and shared. In cryptography, when people are trying to avoid revealing their secrets, proofs are not always so simple—but a new result significantly closes ...

In Frederick, Maryland, third-grade teacher Karen Wills is beginning a lesson on finding claims in a text with her class at Sugarloaf Elementary School. “Yesterday we read the text Edison’s Best ...

For years, founders chased capital as if it were the only fuel that moved a company forward, but when you speak to entrepreneurs, I've found a different truth emerges. Today, this fuel is the ...