Ryan Lopopolo(@_lopopolo):On safety risk, to those building agents: You are an expert in concerns X, Y, and Z, so your agent is likely phenomenal at them. But there are innumerable other concerns you cannot judge or evaluate. You are relying heavily on the model’s priors to mitigate that risk.

Ryan Lopopolo

@_lopopolo

Principal Engineer, Agentic GCP @googlecloud • prev @OpenAI • Building the future of work. Harness engineering. As an agent influencer, • opinions mine

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Ryan Lopopolo@_lopopolo

2026.09.13 03:08

On safety risk, to those building agents: You are an expert in concerns X, Y, and Z, so your agent is likely phenomenal at them. But there are innumerable other concerns you cannot judge or evaluate. You are relying heavily on the model’s priors to mitigate that risk.