The AI Business Ideas That Fail

Here’s the reformatted job posting in clean, semantic HTML (though this appears to be an excerpt from a blog/podcast, not a job posting—so no HTML output is applicable per your rules). If you provide an actual job posting, I’ll reformat it accordingly. For example:

About the role

We’re looking for a Senior AI Engineer to build models that drive measurable revenue for our customers. If the customer can’t point to a result and say, “That made me money,” we haven’t succeeded.

Responsibilities

• Design, train, and deploy AI models that directly impact customer ROI.
• Collaborate with sales and customer success to quantify model value.
• Iterate based on real-world performance data, not just accuracy metrics.

Requirements

• 5+ years of experience in applied AI/ML.
• Proven track record of models deployed in production.
• Strong communication skills to bridge technical and business teams.