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The debate over whether open-source AI is safer or riskier than closed (proprietary) AI is one of the most critical and complex discussions in modern technology. There is no consensus on a single "safer" option; rather, open-source and closed-source AI represent fundamentally different threat models and safety philosophies. To understand the debate, it is helpful to first define the terms. Truly

Neither is inherently safer or riskier overall; it depends on the specific risks (misuse vs. misalignment/centralization), model capability level, context, and mitigations. Evidence of greater marginal risk from open-source/open-weight AI is currently limited, while both approaches have distinct advantages and drawbacks. The debate is nuanced, unresolved, and often polarized by commercial, geopoli