AI innovation thrives on necessity, as limited resources often force researchers to be more creative than those in well-funded labs. Vinod Khosla, a pioneer in venture capital, argues that the current "agentic era" will soon enable AI to perform 80% of economically valuable jobs, regardless of specific technological methods like transformers. Rather than relying on expert predictions, builders should follow the exponential rate of progress and remain agile in their approach. While institutional resistance and policy may slow deployment, the underlying capability for tasks like medical diagnosis—where AI has already demonstrated superior accuracy over human clinicians—is already present. Success in this rapidly evolving landscape requires abandoning skepticism and embracing "improbable" ideas, as the transition toward multimodal, thought-based computer interaction is already underway and will fundamentally reshape human productivity by 2030.
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