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This invention describes a software program aiming to achieve human-like intelligence. It works by continuously looping, taking in information like video frames, then quickly searching its memory for the best way forward, called an "optimal pathway", and acting on that path, all within a very tight time limit. The claims specifically define this as a single for-loop structure with a fixed time constraint for each iteration.
Why it matters: Computational power and memory speeds have dramatically increased since 2007, making the real-time processing and millisecond decision limits described in the claims more feasible. The general pursuit of human-level AI has also seen breakthroughs with deep learning and large language models, which could inform a more sophisticated interpretation of the "optimal pathway" search than was possible with 2007's fuzzy logic and symbolic AI.
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