Beth
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Appearances Over Time
Podcast Appearances
95% of enterprise AI pilots fail.
It's high, but the report explains why.
They don't fail because the tools are bad.
They fail because of flawed enterprise integration and garbage data.
You just get bad results faster.
No amount of hot reload fixes bad architectural thinking.
The world is flooded with people who can run the tools, but starved for people who understand the systems underneath them.
Executive help is asking the AI for the answer.
You get the result, but you learn nothing.
Instrumental help is different.
That's using the AI to deepen your own understanding.
Find the flaw in my code.
The trap is that chasing tools can lead to executive help.
You lose the ability to think for yourself.