
Special Sauce with Ed Levine AI: An Existential Threat to Recipe Developers
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Mar 27, 2026 Deb Perelman, creator of Smitten Kitchen and author of multiple cookbooks, speaks about how AI threatens recipe developers' livelihoods and voices. She recounts scraped recipes, AI mimicking her notes, and collapsing traffic. Conversation touches on testing, trust, community resilience, using AI as a tool, and why real human-tested recipes still matter.
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Recipes Are A Trust Contract With Readers
- Deb frames recipe publishing as a trust contract where accurate times, tested ingredients, and reliable results matter.
- She emphasizes readers' limited time and energy, so a recipe that fails breaks trust and wastes resources.
AI Recreated My Voice From Two Decades Online
- Deb Perelman discovered AI could mimic her voice after asking it to write a Smitten Kitchen head note for an Oreo recipe.
- The output sounded so much like her that she spiraled for days, realizing 20 years of her writing trained the models.
AI Gives Statistically Likely Answers Not Proven Results
- Deb explains AI provides statistically likely answers, not verified truths, so AI-generated recipes are guesswork rather than guaranteed results.
- She worries that users will accept 'could be' recipes instead of tested ones, eroding the value of expertise.



