Why this CEO thinks video games make better training data than the internet

The pursuit of artificial general intelligence has been hindered by the limitations of large language models, which excel at text-based tasks but struggle to understand the physical world. This gap in understanding is where General Intuition comes in, a company that believes video games can provide the necessary training data to bridge this gap. The company's CEO argues that video games offer a more comprehensive and nuanced understanding of the world, with 3D environments, physics engines, and complex interactions that can help train AI models. For instance, games like Minecraft and SimCity require players to understand spatial relationships, resource management, and cause-and-effect dynamics, all of which are essential skills for producing intelligence that generalizes. Why it matters to readers The implications of using video games as training data are significant, with potential applications in fields like robotics, autonomous vehicles, and healthcare. A study by the University of California, Berkeley found that AI models trained on video games were able to learn complex tasks like navigation and object manipulation more efficiently than those trained on traditional data sets. Furthermore, the use of video games as training data could also help address issues of bias and diversity in AI systems, as games often feature diverse environments and characters. Background context The concept of using video games as training data is not new, with researchers having explored its potential in the past. However, the advent of more advanced game engines and the increasing complexity of modern games have made them more attractive as a source of training data. The CEO of General Intuition points to the success of companies like DeepMind, which used video games to train its AlphaGo AI model, as evidence of the potential of this approach. Additionally, a survey of AI researchers found that 75% believed that video games would play a significant role in the development of AGI. What to expect next As General Intuition continues to develop its platform, we can expect to see more AI models trained on video games being deployed in various industries. The company is currently working with several game developers to integrate its platform into their games, and has already seen promising results in terms of improved AI performance. With the global AI market projected to reach $190 billion by 2025, the potential for video games to play a significant role in its development is substantial. The key takeaway from this development is that video games are poised to become a crucial component in the pursuit of artificial general intelligence, offering a unique combination of complexity, diversity, and nuance that can help train AI models to better understand the world.