Episode Details

What if you could make milk from pineapple and cabbage? An AI just did—by analyzing 300,000 plants and working backward from chemistry alone. This episode explores how machine learning is replacing the human 'noses' of the food industry: the flavor chemists who train for seven years to isolate individual tastes. We dive into AI flavor prediction, the supply chain revolution, and what happens when algorithms have no culinary bias. Timestamps: 00:00 - Opening: Making milk from scratch 01:30 - The pineapple-cabbage breakthrough and lactones 03:00 - The full AI flavor design pipeline 05:00 - Meet the flavorists: the industry's 'noses' 07:00 - Seven years of olfactory apprenticeship 10:00 - How AI bypasses human culinary bias 14:00 - The future of flavor prediction across supply chains --- Sources & further reading: • Herrera-Rocha et al. — "FlavorMiner: a machine learning platform for extracting molecular flavor profiles from structural data" — [Journal of Cheminformatics (2024)](: https://jcheminf.biomedcentral.com/articles/10.1186/s13321-024-00935-9 • Symrise — "Prediction meets taste: Symrise expands Symvision AI to proprietary taste development tools" — [Symrise newsroom](: https://www.symrise.com/newsroom/article/prediction-meets-taste-symrise-expands-symvision-aitm-to-proprietary-taste-development-tools/ • CNBC — "Former Google researcher's startup uses AI to digitize smell" — [CNBC](: https://www.cnbc.com/2024/08/18/former-google-researchers-startup-uses-ai-to-digitize-smell.html • Corporate Knights — "How AI is helping NotCo cook up a plant-based takeover of Big Food" — [Corporate Knights](: https://corporateknights.com/food-beverage/ai-notco-plant-based-takeover-big-food/ • SOSV — "NotCo's plant-based foods are on store shelves, but its AI engine Giuseppe is the real business" — [SOSV](: https://sosv.com/the-ai-that-powers-plant-based-food-darling-notco/ • Analytical Flavor Systems — "Gastrograph AI Can Predict Consumer Preferences" — [PR Newswire](: https://www.prnewswire.com/news-releases/analytical-flavor-systems-proves-gastrograph-ai-can-predict-consumer-preferences-in-a-fraction-of-the-time-of-traditional-consumer-research-301249234.html • Wine Enthusiast — "How Ann Noble and the Wine Aroma Wheel Revolutionized the Industry" — [Wine Enthusiast](: https://www.wineenthusiast.com/culture/wine/wine-aroma-wheel/ • NPR/KANW — "One Man's Quest To Reinvent The Wheel — The Flavor Wheel, That Is" — [KANW](: https://www.kanw.com/2016-12-30/one-mans-quest-to-reinvent-the-wheel-the-flavor-wheel-that-is • Food Dive — "Firmenich uses AI to create flavor mimicking grilled beef" — [Food Dive](: https://www.fooddive.com/news/firmenich-uses-ai-to-create-flavor-mimicking-grilled-beef/586360/ • Osmo — "Science Paper Shows Osmo AI Passes the Sniff Test" — [Osmo blog](: https://www.osmo.ai/blog/science-paper-shows-osmo-ai-passes-the-sniff-test • Fact.MR — "Computational Flavors Market Insights 2025 to 2035" — [Fact.MR](: https://www.factmr.com/report/computational-flavors-market • Cui et al. — "Artificial intelligence and food flavor: How AI models are shaping the future" — [Comprehensive Reviews in Food Science and Food Safety (2025)](: https://ift.onlinelibrary.wiley.com/doi/10.1111/1541-4337.70068 • Science Meets Food — "Of Flavors and Flavorists" — [Science Meets Food](: https://sciencemeetsfood.org/of-flavors-and-flavorists/ • Nomad Noé — "How to Become a Perfumer" — [Nomad Noé](: https://nomadnoe.com/blogs/the-blog/how-to-become-a-perfumer-a-craft-of-patience-passion-and-precision • Wikipedia — "Perfumer" — [Wikipedia](: https://en.wikipedia.org/wiki/Perfumer • Wikipedia — "Ann C. Noble" — [Wikipedia](: https://en.wikipedia.org/wiki/Ann_C._Noble This podcast episode was fully generated by AI — research, script, voices, and production. Built with Claude, Piper TTS, and automated pipeline tooling.