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AGI will likely emerge from converging innovations in algorithms, hardware, and interdisciplinary research. While no single "silver bullet" exists, breakthroughs in meta-learning, neuromorphic engineering, and ethical alignment are critical. The timeline remains uncertain, but incremental progress in these areas will shape the path to truly autonomous AI.

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