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The Orchestra Conductor Model: Specialized Experts and Inference Phase
High level instruction is given to a meta model, akin to an orchestra conductor, to break down a task into smaller pieces and assign them to specialized expert models. These expert models are guided by prompts created by the meta model, resulting in a combination of general knowledge and specialized expertise. The meta model oversees communication and applies critical thinking to combine results. The trend in AI shows increased computation during the inference phase, as models with more context awareness can generate multiple outputs and come up with new solutions. This trend is made possible by cheaper computing and enhanced world knowledge in models, leading towards more general purpose models.