Spoon Guru’s Post

Retailers, it's time to level up! With Spoon Guru's GenAI, you gain a competitive edge by enhancing personalization, improving recommendations, and boosting customer service. Elevate your grocery game now! https://lnkd.in/evzNVeSQ #RetailTech #Personalization #AI

Grocery retailers, it's time to level up! With Spoon Guru's GenAI, you gain a competitive edge by enhancing personalization, improving recommendations, and boosting customer service. Talk to us about elevating your grocery game now! #RetailTech #Personalization #AI #GenAI #Innovation https://lnkd.in/evzNVeSQ

AI vs. Obesity! AI is being used to tackle the snack food industry, and it couldn’t come at a better time. With obesity rates soaring and 30M Americans projected to be on weight management drugs by 2030, the need for healthier alternatives is massive. Startups like Rivalz are leveraging AI to master the holy trinity of snack foods: affordability, scalability, and taste...all while prioritizing nutrition. How is Rivalz using the technology to be more competitive? They’ve slashed R&D experiments from 500,000 to just 71! The future of snacking isn’t just about indulgence—it’s about innovation that balances health and cravings. The race to transform the $700B global snack market is on! #FoodTech #AI #Innovation #HealthySnacks #Rivalz

Today's consumers want personalized experiences tailored to their preferences, interests, and needs, and that goes for wellness too. At Tastermonial, we're currently exploring how we can provide more hyperpersonalized experiences. We're looking into how we can utilize digital twin technology to match people with similar biological makeups. This way, one person who's done the work to figure out what foods & supplements work for them can share their results with someone biologically similar. #Personalization #Wellness #DigitalTwins

How can AI improve the accuracy of personalized diet plans AI can significantly improve the accuracy of personalized diet plans by leveraging advanced algorithms to analyze user data and provide tailored recommendations. Here are some key ways AI enhances the accuracy of diet plans: 1. Comprehensive Data Analysis: AI systems can process vast amounts of user data, including age, gender, weight, height, activity levels, and health conditions. This allows for a more thorough assessment of individual needs and goals. 2. Nutrient Optimization: AI algorithms can calculate the optimal macronutrient (protein, carbohydrates, fat) and micronutrient (vitamins, minerals) ratios based on individual requirements. This ensures that diet plans provide the right balance of nutrients for each user. 3. Personalized Calorie Targets: By considering factors like basal metabolic rate, daily activity, and weight loss/gain goals, AI can accurately determine the appropriate calorie intake for each user, leading to more effective weight management. 4. Adaptive Learning: As users log their meals and track their progress, AI systems can continuously learn and adapt the diet plans based on individual responses. This allows for real-time adjustments to optimize the plan's effectiveness over time. 5. Food Preference Integration: AI can incorporate user preferences, allergies, and dietary restrictions to create meal plans that are not only nutritionally sound but also appealing and sustainable for each individual. 6. Behavioral Insights: AI can analyze user behavior patterns, such as eating habits and lifestyle factors, to provide personalized recommendations that align with their unique circumstances and increase the likelihood of adherence. By leveraging these AI capabilities, personalized diet plans can achieve a higher degree of accuracy, leading to better health outcomes and increased user satisfaction. Citations: [1] "AI-Powered Personalized Diet Planner - Life with AI https://lnkd.in/g6Pe4snk [2] How does artificial intelligence contribute to personalized diet plans? https://lnkd.in/gYZS2g5j [3] AI Meal Planner - Simplify and Optimize Your Meal Planning https://lnkd.in/gCxaxzaX [4] Nutrition AI: Meal Planner & Generator - Strongr Fastr https://lnkd.in/gP2jb_BM [5] Diet plan free - There's An AI For That https://lnkd.in/gXwYEGZp

It's easy to see this as a clear play for more data under the guise of improving health. Sure, the AI's precision - calculating food volume consumed with a 4.4% margin of error - sounds impressive. But let's not kid ourselves. This isn't just about helping us eat healthier; it's about creating an ever-expanding data reservoir. Every meal tracked, every calorie counted feeds the algorithms, making them smarter and more profitable for the companies behind them. Underneath the shiny promises of better health lies the reality: the more ways companies can convince people to use their AI tools, the more data they harvest. We need to be aware of the trade offs and consider them carefully before signing up for too many AI services on our smart phones and tablets. #DataScience #AI #PrivacyConcerns #bigdata

Can I eat this food or not? Does it have ingredients I'm allergic to? How can I make this more nutritious or vegan or keto-free? Does this recipe conform to diabetes guidelines? These are simple yet powerful questions that we ask about our food. To answer these questions and more, we introduce: 𝙉𝙤𝙪𝙧𝙞𝙘𝙝: 𝘼 𝘾𝙪𝙨𝙩𝙤𝙢, 𝘾𝙤𝙢𝙥𝙖𝙘𝙩 𝙖𝙣𝙙 𝙉𝙚𝙪𝙧𝙤𝙨𝙮𝙢𝙗𝙤𝙡𝙞𝙘 𝘿𝙞𝙚𝙩 𝘼𝙄 𝙢𝙤𝙙𝙚𝙡 https://lnkd.in/eBJhiBDJ That analyses the suitability of a given recipe by analyzing ingredients and cooking actions in multiple contexts. The system also provides explanations in the form of reasoning to the users. Given a recipe is not suitable, the system aims to provide alternative recipes or ingredient substitutions. 𝘾𝙪𝙨𝙩𝙤𝙢: Tailored to analyze and reason over the suitability of a recipe for diabetes and provide alternative recipes or ingredient and cooking action substitutions. 𝘾𝙤𝙢𝙥𝙖𝙘𝙩: Lightweight and cost-effective model, optimized for real-time deployment on consumer-grade hardware 𝙉𝙚𝙪𝙧𝙤𝙨𝙮𝙢𝙗𝙤𝙡𝙞𝙘: An explainable food recommendation framework that adapts semantic, perceptual, and cognitive framework to ground data with semantic knowledge (semantics), mapping grounded data to disease context (perceptual) and provides reasoning for the recommendation(cognitive) to the users along with the source of knowledge utilized for recommendations. More on - https://lnkd.in/eFNpjCec This work is part of the NSF-sponsored grant project #Neurosymbolic AI project (https://lnkd.in/eT7SU6d9) from Artificial Intelligence Institute of South Carolina (#AIISC). This was one of the three applications showcased in my advisor Dr. Amit Sheth keynote on “Forging Trust in Tomorrow’s AI: A Roadmap for Reliable, Explainable, and Safe NeuroSymbolic AI Systems” at the Knowledge-infused Learning Workshop at ACM KDD 2024. Slides and links to three real-world applications: https://bit.ly/KDD-KiL Industry Collaborators: Edamam for data and knowledge and Hewlett Packard Enterprise for Common Meatada Framework (#CMF) 𝙏𝙚𝙖𝙢 𝙈𝙚𝙢𝙗𝙚𝙧𝙨: Renjith Prasad(He/Him) , Kanak Raj , Aditya Luthra , Kaushik Roy , Venkatesan Nadimuthu , Deepa Tilwani , Ritvik G

🚀 AI is Everywhere: From Food Labels to Fliers! 🚀 In today's fast-paced world, AI is revolutionizing every aspect of our lives. From the food labels we read to the fliers we encounter, AI is seamlessly integrating into our daily routines. 🛒 Food Labels: AI-driven image recognition and natural language processing are enhancing food safety and nutrition. Smart labels provide real-time information on ingredients, allergens, and even recipes tailored to our dietary needs. 📈 Fliers: AI algorithms are transforming marketing strategies, ensuring that the right message reaches the right audience at the right time. Personalized and data-driven, these fliers are more effective and engaging than ever before. 🌍 The Impact: The omnipresence of AI is not just a trend but a testament to its transformative power. It's making our lives more convenient, informed, and connected. Let's embrace the AI revolution and explore how it can continue to innovate and improve our world. What AI-driven advancements are you most excited about? #AI #Innovation #TechRevolution #SmartLiving #Marketing #FoodTech #FutureForward

Please check out Nourich: A custom, compact and Neurosymbolic Diet AI model

Check out our third significant application utilizing our work on #Custom #Compact #Neurosymbolic #AI_models. It would be unwise to bet on #GenAI for actionable insights and decision-making needs of mission-critical and many enterprise applications supporting!