December 2023
Intermediate to advanced
10 pages
12m
English
Content preview from Radar Trends to Watch: December 2023
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December 5, 2023
We’re continuing to push AI content into other areas, as appropriate. AI is influencing everything, including biology. Perhaps the biggest new trend, though, is the interest that security researchers are taking in AI. Language models present a whole new class of vulnerabilities, and we don’t yet know how to defend against most of them. We’ve known about prompt injection for a time, but SneakyPrompt is a way of tricking language models by composing nonsense words from fragments that are still meaningful to the model. And cross-site prompt injection means putting a hostile prompt into a document and then sharing that document with a victim who is using an AI-augmented editor; the hostile prompt is executed by the victim when they open the document. Those two have already been fixed, but if I know anything about security, that is only the beginning.
Artificial Intelligence
- We have seen several automated testing tools for evaluating and testing AI system, including Giskard and Talc.
- Amazon has announced Q, an AI chatbot that is designed for business. They claim that it can use information in your company’s private data, suggesting that it is using the RAG pattern to supplement the model itself.
- Let the context wars begin. Anthropic announces a 200K context window for Claude 2.1, along with a 50% decline in the percentage of false statements (hallucinations). Unlike ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.