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Mark Scannell's avatar

Mark Palmer - long time since StreamBase! - one thing I've learned recently working with engineering adopting AI-powered engineering is that the skeptics become some of the most powerful users.

In the case of engineers, there is the camp that is "vibe-coding" and just happy something mostly-works. They've adopted AI quickly to get them going. There is another camp that is disciplined, professional, lives & breathes details, and has tended to be AI skeptic (hallucinations? mistakes? more to cleanup!).

However these AI skeptics tend to be the most powerful users in practice -- they write prompts that are precise, they carefully craft their workflows to get the most out of the AI tools. They just have to shift their thinking and how they leverage AI.

Sachi Sawamura's avatar

I’m leaning toward optimism, Mark. :) The “AI steals” perspectives tends to strike me as more cautious than constructive. No one really knows where AI is headed long-term, but I’m seeing the benefits in my day-to-day, and I’m thankful that thoughtful guardrails are being built as we go. Different opinions will help the tech grow in the right direction—with the right checks in place.

My thought at the moment: Humans have always built on existing work whether in art, music, literature, or science. Literature review/background study in research, for example, was all about that. What we used to do with a pen and index cards (!!!) was replaced by internet search. Now, AI takes that even further. I’m grateful to have a creative tool that amplifies our ability to explore and synthesize what already exists—while still leaving room for uniquely human insight.

Slightly different context, but I recently came across this thoughtful analysis on AI pessimism from economist Noah Smith, which resonated with me: https://www.noahpinion.blog/p/stop-pretending-you-know-what-ai

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