Open, modifiable AI systems matter more than one-size-fits-all safety, writer argues

evijit · x · 2026-07-23

The author argues that AI safety is highly subjective and that the ability to modify models—especially through private, self-hosted systems—is essential because different jobs and local contexts have different safety needs.

He also says there is strong demand for American open models, not just Chinese ones. In his view, GPT-OSS and Gemma are widely liked, and proprietary American labs have created a vacuum that forces smaller companies abroad to rely on cheap Chinese models.

The conclusion: if American labs want long-term global influence, they should export an open, modifiable American stack that others can run locally and adapt to their own values.

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