Part 4/8:
In parallel, DeepMind has developed a groundbreaking framework known as Socratic Learning. This innovative system aims to reduce AI's dependence on large datasets and continuous human oversight, representing a fundamental shift in how these systems learn and evolve.
Traditional AI systems have constraints driven by the need for significant amounts of data and human input. In contrast, Socratic Learning fosters a self-sufficient environment where AI can autonomously improve itself. By employing mechanisms dubbed "language games,” the AI engages in structured interactions that allow self-evaluation and refinement, thus formulating challenges that push its own learning boundaries.