AI & Robotics

Open-domain question-answering models — models theoretically capable of responding to novel questions with novel answers — often simply memorize answers found in the data on which they’re trained, depending on the data set. That’s the assertion of a team of researchers affiliated with Facebook and the University College London, who in a preprint paper present evidence that 60%-70% of…

Microsoft’s encrypted Remote Desktop Protocol (RDP) contains vulnerabilities that could enable attackers to detect activities, keystrokes, and mouse movements in 30-second traces. That’s according to a preprint study from researchers at Queen’s University in Kingston, Canada, who claim the protocol’s design exposes “fine-grained” actions on which machine learning models could be…

In a paper published on the preprint server Arxiv.org, scientists at the King’s College London Department of Informatics used natural language to show evidence of pervasive gender and religious bias in Reddit communities. This alone isn’t surprising, but the problem is that data from these communities are often used to train large language models like OpenAI’s GPT-3. That in turn is…

The promise of conversational AI is that, unlike virtually any other form of technology, all you have to do is talk. Natural language is the most natural and democratic form of communication. After all, humans are born capable of learning how to speak, but some never learn to read or use a graphical user interface. That’s why AI researchers from Element AI, Stanford University, and CIFAR…