TLDR: There may be differences in the alignment behaviour of multi-agent AI systems when compared to single-agent AI systems. If there are, we should know and react to this sooner rather than later, as it is likely that we will see more and more AI agents working together in the...
I’ve become so reliant on a GPS that using maps to direct myself feels like a foreign concept. Google Maps, Waze, whatever, if it's outside of my neighbourhood, I’m punching in the address before I head out. Sometimes I notice the GPS taking slower routes or sending me the wrong...
TLDR: There may be differences in the alignment behaviour of multi-agent AI systems when compared to single-agent AI systems. If there are, we should know and react to this sooner rather than later, as it is likely that we will see more and more AI agents working together in the future.
Link to the Repository: https://github.com/CameronMoreira/agenty-python
Most alignment work has focused on single agents acting alone. Yet at least some real-world applications are likely to rely on teams of agents working together in the future. Multi-agent systems can offer advantages, just like working in a team does for humans, but they also introduce new challenges. When agents interact, unexpected dynamics can emerge: coordination breakdowns, conflicting... (read 1356 more words →)
I’ve become so reliant on a GPS that using maps to direct myself feels like a foreign concept. Google Maps, Waze, whatever, if it's outside of my neighbourhood, I’m punching in the address before I head out. Sometimes I notice the GPS taking slower routes or sending me the wrong way as I get out of a parking lot, but regardless, I just follow its directions, because I don’t have to think. Though I know, without this convenient tool, I’d be lost (literally).
Today, AI is making more and more decisions for us (Microsoft, 2024). The more it develops, the more we use it and trust the information it provides us. While it saves... (read 2205 more words →)