Uploaded August 2026 | Updated September 2026, 1 week ago

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That impressive AI pilot may look ready to replace expensive software, but a successful demo isn't a finished product. Once AI hits real-world users, edge cases and unexpected problems start appearing. "Good enough" can break down fast.

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Keith Shaw
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