Demis Hassabis, the CEO of Google DeepMind, believes that artificial general intelligence (AGI), which would be as smart or smarter than humans, is likely to emerge within the next five to ten years. While current AI systems are advanced, they still lack the ability to perform various complex tasks humans can do. Hassabis emphasizes that ...
In recent months, there’s been a growing interest in AI agents, highlighted by OpenAI’s Operator and Google DeepMind’s Project Mariner. These AI agents are designed to perform tasks like shopping and booking trips autonomously, changing how we engage with the online world. As we move towards a new approach called AIX (AI Experience), website design ...
Reinforcement learning (RL) helps machines learn the best actions by using reward systems. However, as tasks become more complicated, agents may exploit these rewards in unexpected ways, leading to issues like reward hacking. This is especially challenging in multi-step tasks where one wrong action can impact the overall outcome and be hard to spot. Google ...
