AI Anti-Patterns
Matthew ShumpFor operators and early data leaders who want to scale Data and AI right—the first time.
| Platform |  | Pricing | Only free issues | Publishes | Daily |
|---|---|---|---|---|---|
| Issues | 45 | Subscribers | Read | aiantipatterns.substack.com |
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Latest Issues
Recent posts by this newsletter. Browse the email archive.
🚫 Data & AI Anti-Pattern #25: Treating Model Development as a One-Time Project
Models aren't set-it-and-forget-it—they're products. And products need maintenance.
🚫 Data & AI Anti-Pattern #26: Neglecting Explainability and Interpretability
If people can’t understand how a model works, they won’t trust—or use—it.
🚫 Data & AI Anti-Pattern #24: Starting with the ML/AI Model, Not the Problem
Just because you can build a model doesn’t mean you should.
🚫 Data and AI Anti-Pattern #23: Waiting Too Long to Invest in Data & Analytics Engineering
If your analytics team is drowning in ad hoc, manual tasks—the team isn’t the problem, the foundations are.
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Authors
The writers behind this newsletter.
Data, Analytics and AI Leader, Founder, Investor. Posting about Data and AI Anti-patterns. Useful for all leaders and practitioners, but with especially for first data hires and early data leaders.
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