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The question of whether open-source (specifically "open-weights") AI is safer or riskier than closed-source (proprietary) AI is one of the most critical and fiercely contested debates in technology policy, ethics, and security. There is no simple consensus because the two architectures pose completely different types of risks and offer distinct safety benefits. The debate is best understood by e

The regulatory landscape governing how large language models (LLMs) and generative artificial intelligence systems are built, deployed, and held accountable is transitioning from theoretical ethics guidelines into active, legally binding enforcement. While there is no single global authority, a complex framework of regional laws, national security executive orders, and state-level regulations di