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Apparently not content with its grip on the world, Google is in employees his DeepMind research lab to create outputs that can mimic the world. The project, which will be led by Tim Brooks, one of the directors who helped create the OpenAI generator, Sora, will be an important part of the company’s efforts to achieve artificial intelligence, according to list of tasks about the new team.
Brooks, who joined DeepMind later running away from OpenAI in October, and his team has “an ambitious plan to create large-scale models that take the world by storm.” According to the section’s description, the global modeling effort “will have power in many areas, such as critical thinking and simulation, human-based planning, and real-time entertainment.” If you are willing to take part in one of these sessions, maybe you can figure out the meaning of these words and get back to us.
A world exampleas concise as possible, they often want to mimic the way the world works. Artificial intelligence like Sora can repeat things it has seen before within its training data, it has no real understanding of why this happens. So it can make a video of someone throwing a football, but it has no scientific knowledge of what is happening. Global models try to give the machine enough information to be able to see how the product behaves and what the results are.
Meta’s chief AI scientist Yann LeCun described the global model as follows during the speech at the Hudson Forum Earlier this year: “A model of the world is your mental model of how the world works… You can imagine a sequence of actions, and your model of the world will help you predict what will happen in that world.”
Global models are difficult to develop for a number of reasons, including the amount of computing power required to run the model and the lack of sufficient training data to build an accurate model, which makes many global models less efficient and realistic.
The DeepMind team seems to want to expand the global model. The plan is to build “real-time communication” tools on top of brands and look at how they can integrate their global brand into Google’s main Gemini language.
One area that DeepMind will try to tackle is video games. The new team’s job description is said to be aligned with Google’s Veo and Genie teams. Genie and Google’s Sora-like video generator and Genie is a global model that can simulate 3D scenes in real time. The video game industry is already there willing to use AI toolslaying off thousands of workers. A CVL Economics A study found that more than 86% of all gaming companies have already adopted AI tools and nearly 15% of all gaming jobs could be disrupted by 2026.
Perhaps improving this world would be a better use of time than modeling.