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  • Jefferson Adams

    Did Google's AI Develop the Perfect Gluten-Free Chocolate Chip Cookie?

    Jefferson Adams
    Reviewed and edited by a celiac disease expert.

      How many tries, and how much time, does it take a computer with Artificial Intelligence to develop the perfect gluten-free chocolate chip cookie?

    Photo: CC--HAL_SK
    Caption: Photo: CC--HAL_SK

    Celiac.com 12/28/2017 - Big data gets credit for a lot of things, much of it deserved. Data has brought a measure of sanity and relevance to internet searches, advertising and social media. But can data bake a perfect cookie? Google says it can.

    The result? A gluten-free chocolate chip cookie that derives its alleged perfection from, wait for it...cardamom.

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    In an effort to demonstrate Google's new technology for experimental design, a research team dreamt up a real-world challenge: “designing the best possible chocolate chip cookies using a given set of ingredients," says senior staff engineer Daniel Golovin.

    Google engineers established the inputs: chocolate, flour, vanilla etc. Google employees would test a recipe, give it a numerical rating and then the system would recalibrate the recipe based on the feedback.

    They did this dozens of times, each time baking, rating, and feeding the ratings back in for a new recipe iteration. Once the AI perfected a baseline chocolate chip cookie, the engineers turned to up Jeanette Harris of the Gluten Free Goat Bakery & Cafe. The team wanted their final cookie to be gluten-free.

    They also threw the AI a curve by adding a couple of tricky ingredients to the mix, cardamom and Szechuan pepper, just to see how the AI would respond. The result was an entirely new gluten-free cookie: The Chocolate Chip and Cardamom Cookie.

    So, how is it? Is Google's AI-developed gluten-free Chocolate Chip and Cardamom Cookie the best of all possible gluten-free cookies? Here's the recipe. Give it a try and let us know how it goes.

    Google's AI-Crafted Gluten-Free Cardamom Chocolate Chip Cookie

    Google's Artificial Intelligence unit crafted this cookie recipe after two months and 59 recipe attempts. It is the first cookie recipe developed and perfected entirely by AI.


    • Tapioca starch ½ cup + 2 tablespoons
    • Brown rice flour ½ cup
    • OG Sugar ¾ cup + 1½ tablespoons
    • Raw Sugar ¼ cup
    • Cardamom 2 teaspoons
    • Flaxseed Meal 1½ tablespoons
    • Sorghum Flour ¼ cup
    • Xanthan Gum 1½ tablespoons
    • Sea Salt 1½ teaspoons
    • Baking Soda 1 teaspoons
    • Chocolate Chips 1 cup
    • Water ¾ cup
    • Safflower oil ¾ cup

    Combine all dry ingredients, except chocolate chips, in a bowl and mix well.

    In another, combine all the wet ingredients, and then add to the dry ingredients and mix to combine.

    Add the chocolate chips and fold in until just mixed using a large spoon, drop on parchment lined in sheet pan and bake at 350F about 12 minutes.


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  • About Me

    Jefferson Adams is Celiac.com's senior writer and Digital Content Director. He earned his B.A. and M.F.A. at Arizona State University, and has authored more than 2,500 articles on celiac disease. His coursework includes studies in science, scientific methodology, biology, anatomy, medicine, logic, and advanced research. He previously served as SF Health News Examiner for Examiner.com, and devised health and medical content for Sharecare.com. Jefferson has spoken about celiac disease to the media, including an appearance on the KQED radio show Forum, and is the editor of the book "Cereal Killers" by Scott Adams and Ron Hoggan, Ed.D.

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