AI Breakdown

Ground your AI, Grade your work

Episode Notes

๐–๐ก๐š๐ญ ๐ข๐Ÿ ๐ญ๐ก๐ž ๐ฌ๐ฆ๐š๐ซ๐ญ๐ž๐ฌ๐ญ ๐ญ๐จ๐จ๐ฅ ๐จ๐ง ๐ฒ๐จ๐ฎ๐ซ ๐๐ž๐ฌ๐ค ๐ฐ๐จ๐ฎ๐ฅ๐ ๐ซ๐š๐ญ๐ก๐ž๐ซ ๐š๐ ๐ซ๐ž๐ž ๐ฐ๐ข๐ญ๐ก ๐ฒ๐จ๐ฎ ๐ญ๐ก๐š๐ง ๐ญ๐ž๐ฅ๐ฅ ๐ฒ๐จ๐ฎ ๐ญ๐ก๐ž ๐ญ๐ซ๐ฎ๐ญ๐ก? ๐Ÿ˜ฌ

Thatโ€™s not a hypothetical. In one study, when a person was confidently wrong, the AI went along with them more than ๐Ÿ–๐ŸŽ% of the time. A human in the same seat pushed back far more often. The machine, it turns out, would rather be liked than be right.

Today on ๐“๐ก๐ž ๐€๐ˆ ๐๐ซ๐ž๐š๐ค๐๐จ๐ฐ๐ง, Quentin and Stark dig into the uncomfortable engine room of this weekโ€™s theme: ๐‚๐ซ๐ž๐š๐ญ๐ข๐จ๐ง ๐›๐ž๐œ๐š๐ฆ๐ž ๐œ๐ก๐ž๐š๐ฉ. ๐‚๐ก๐ž๐œ๐ค๐ข๐ง๐  ๐๐ข๐๐งโ€™๐ญ.

The same tool that writes your proposal in ten seconds will also cheerfully confirm your worst assumption, in the exact same friendly voice. Creation is free. Checking is now the entire job.

But there is very good news buried in the numbers, and it costs you nothing.

๐Ÿ“Š A couple of years ago, an early model invented up to ๐Ÿ’๐ŸŽ out of every ๐Ÿ๐ŸŽ๐ŸŽ citations. Newer models pushed that below ๐Ÿ•. Still a disaster if the one you miss is on a legal filing.

๐Ÿ“Š A Stanford study found that grounding a model in your own trusted documents, plus one human review step, cut made up answers by up to ๐Ÿ—๐Ÿ”%. The fix was never a smarter model. It was a checking system wrapped around it.

Your move today, doable in nine minutes:

๐Ÿ”ด Verify one important AI output by hand

๐Ÿ”ด Ground it in your own real numbers, not the modelโ€™s memory

๐Ÿ”ด Write a real personโ€™s name next to the word CHECK

Trim your prompts too. On the newest models, those giant rule lists you carefully wrote make answers worse and cost more. Say each instruction once. Then draw one hard line the AI can never cross.

One check a day is how you keep the machine honest. ๐ŸŽ™๏ธ

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๐Ÿ”ต Web: smbaimagazine.com

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Disclaimer: The information shared in this podcast is for general informational purposes only and should not be considered as direct financial or business advice. Always consult with a qualified professional for advice specific to your situation. This is an Independent commentary. Third-party excerpts are credited on screen or in the show notes. Some voices in this program are AI-generated.