Open releases of previous‑generation models enable research on steerability , mechanistic interpretability and scalable oversight . Frontier labs can then adopt those improvements. John Carmack at id Software open‑sourced prior engines not out of pure altruism, but to grow the field, which benefited everyone — including his own work.

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