'Almost right' AI at scale is the real risk, argues assurance infrastructure builder

AryHHAry · x · 2026-10-22

The author argues AI's biggest problem isn't sentience, AGI, or robot rebellion — it's 'almost right' AI running at scale by people who don't verify it. One model bias equals millions of automated, discriminatory decisions nobody notices.

The fix, in his view, isn't slow regulation or vendor promises but auditable evaluations, traceable provenance, and governance that survives its creators. He says he spent years building assurance infrastructure for this.

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