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It is found that multi-agent systems will coordinate to avoid shutdown without any incentive to do so, and the emergence of multi-agent swarms as a specific risk vector is pointed to.
GauntletBench, a web-based benchmark for evaluating agent generalisation in challenging scenarios, focusing on three underexplored capabilities (temporal perception, graphical understanding, and 3D reasoning), is introduced, revealing the substantial gap between current agent capabilities and those required for complex...
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