The breakthrough in AI will happen when the context window becomes larger and can accommodate vast amounts of information. The speaker envisions a future where their entire vault of annotations and text can be accessed seamlessly. They discuss the limitations of current AI tools, such as the lack of comprehensive organization and the need for manual thinking and understanding. However, they anticipate that in the next few years, AI will advance beyond a mere toy and offer more valuable capabilities.

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