Comment by Om Bharatiya

Principal AI engineer who builds production agentic AI systems and LLM evaluation infrastructure.
Open weights make that worry land harder, because you can't recall them. A closed model that misbehaves can be patched or pulled overnight. A set of weights on a hard drive is forever. And the safety training is the flimsiest layer in the stack. You can fine-tune the refusals off an open model in an afternoon on rented hardware. The guardrails are a thin coat of paint over a thing that already knows.
Unverified (Jul 10, 2026)
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