Writing

Things I’m thinking through: How AI is changing our lives. How can AI show up as a co-creator by asking better questions and teaching effectively? If AI is natural language programming, how do tools need to change? Plus how do I show up as a good leader.

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2026

Read-only is not influence-free

6 minute read

Read-only access limits what an agent can change. It doesn’t settle how the information it reads should influence its answers, inferences, or memory.