‘I’m Skeptical AI Is Going to Help Us’ episode artwork

EPISODE · Jun 2, 2026 · 48 MIN

‘I’m Skeptical AI Is Going to Help Us’

from 21 Hats Podcast · host 21 Hats

This week, we explore some contrasting opinions about artificial intelligence. Paul Downs has serious doubts that AI will ever have a significant impact on his business. Paul, who builds custom conference tables, says his business depends on something AI still lacks: real world experience. While AI can generate impressive images and concepts, he argues that it has no understanding of manufacturing constraints, material properties, production processes, or the capabilities of the people and machines that have to bring an idea to life. “An image of a thing that looks cool is not a design,” Paul says. “A design is a set of information that's informed by intelligence and experience.”Ted Wolf, who helps companies implement AI, agrees that AI can't replace the collective creativity and judgment of skilled people. But he believes Paul may be looking at the problem too broadly. Instead of asking whether AI can design and build custom furniture, Ted suggests breaking the workflow into smaller pieces and experimenting with targeted applications. “You know your business better than anybody else,” Ted tells Paul. “But don't look at the big picture and think that's the entire thing. There are many small pieces that people can start doing today.”The result is a thoughtful debate about one of the biggest questions facing small business owners: Is AI going to change everything, or are there businesses where human expertise will remain irreplaceable?Plus: Channon Kennedy shares what she learned from participating in a Goldman Sachs program for Black women entrepreneurs. And the owners discuss what debt can—and cannot—do for a business: “Funding does not fix a broken business model. It makes it die faster.”

This week, we explore some contrasting opinions about artificial intelligence. Paul Downs has serious doubts that AI will ever have a significant impact on his business. Paul, who builds custom conference tables, says his business depends on something AI still lacks: real world experience. While AI can generate impressive images and concepts, he argues that it has no understanding of manufacturing constraints, material properties, production processes, or the capabilities of the people and machines that have to bring an idea to life. “An image of a thing that looks cool is not a design,” Paul says. “A design is a set of information that's informed by intelligence and experience.”Ted Wolf, who helps companies implement AI, agrees that AI can't replace the collective creativity and judgment of skilled people. But he believes Paul may be looking at the problem too broadly. Instead of asking whether AI can design and build custom furniture, Ted suggests breaking the workflow into smaller pieces and experimenting with targeted applications. “You know your business better than anybody else,” Ted tells Paul. “But don't look at the big picture and think that's the entire thing. There are many small pieces that people can start doing today.”The result is a thoughtful debate about one of the biggest questions facing small business owners: Is AI going to change everything, or are there businesses where human expertise will remain irreplaceable?Plus: Channon Kennedy shares what she learned from participating in a Goldman Sachs program for Black women entrepreneurs. And the owners discuss what debt can—and cannot—do for a business: “Funding does not fix a broken business model. It makes it die faster.”

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This episode was published on June 2, 2026.

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This week, we explore some contrasting opinions about artificial intelligence. Paul Downs has serious doubts that AI will ever have a significant impact on his business. Paul, who builds custom conference tables, says his business depends on...

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