Shusharoo’s Post

Important considerations as we develop or Mental health and wellness app.

Thank you to TechTarget News for the interesting interview questions ... How is AI changing the health and wellness industry? Cook: I was on a panel at a University of California, San Francisco conference a month or two ago. One of the themes from that conference was that there's just not enough doctors to provide the needed care. There's a lot of other problems in the healthcare system. But even just from a demand and supply perspective, even if you could get everyone a doctor, there's just not enough of them. The way population dynamics are working, you're going to have a lot more people retiring, which means a lot of doctors will be retiring. The actual working workforce will be shrinking. But the number of people they need to support will be increasing, because retirees are living longer. Therefore, as bad as the doctor shortage might be right now, it will only get worse over the next 20 years. The way out of that problem is probably not manufacturing more doctors. It takes a great amount of time to do that. AI could well be one of the more efficient care models and is almost certainly part of the solution.

I have seen the Oura ring commercial multiple times and recently read a few articles on Oura's AI advisor component. While AI is and will continue to change how we do things, I think we need to be very careful about specific applications until we can train models with truly diverse data. We all know it exists, but we still seem to fall short in this area. My first question revolves around data diversity and representation. How diverse is the data set the model was trained on? Does it represent me? More importantly, can the AI coach benefit me outside of general health if it was trained on data that does not represent me? These types of solutions could help address the health equity concerns we continue to hear and read about. I further think these solutions could really benefit the BIPOC communities across our country, helping us gain better health when access is challenging. While I have not used it personally, I would like to know who in my network has. I would even be more interested in who is participating in the beta release of the AI coaching/advisor component. What are your thoughts? #DigitalHealth #AI #healthcare #Innovation #TheFutureIsHere #HealthEquity

Published this article on Medium. Sharing some lessons from building an industry domain specific chatbot such as SattvaLife AI. See below for link to the article. Let me know what you think. A couple of phenomena have become evident to me after releasing the first iteration of SattvaLife Chatbot: 1. Humans are building an emotional connection with Generative AI more easily and quickly than they did with rule-based software or search engines. Until tools such as ChatGPT and Claude came onto the horizon, we were accustomed to interacting with software using keywords or short phrases. This is no longer the case. In the future we will want to express ourselves in a manner most comfortable to us, and we will expect AI and non-AI software to understand us and reciprocate accordingly. 2. Before an AI can answer our questions or address our concerns in any aspect of life, it needs to first understand what we are communicating and the intent and context behind our communication. From a technical standpoint, Natural Language Understanding is equally important as Natural Language Generation. AI-based solution developers can benefit significantly from applying the concept of first principles to human communication and social connections, just as we do in science and technology. By addressing at its core how humans share information, understand each other, and foster connection, we can build AI tools that will enable effective and authentic interactions with humans.

The future of healthcare is here! 🤖 Introducing the AI Health Coach, a personalized companion using AI to help you achieve optimal well-being. Learn how this groundbreaking technology is revolutionizing the way we approach health and prevention. https://lnkd.in/gDfg8ujg #AI #healthcare #healthcoach #personalizedmedicine #wellness

Technology is advancing faster than our ability to adapt. We are experiencing information overload—saturated with regular doses of streaming conflict and adversity. #AppleIntelligence #AppleAI #apple #Microsoft #Microsoft365 #MicrosoftTeams #adobe #nvidia #machinelearning #deeplearning #neuralnetworks #datascience #bigdata #robotics, #automation #nlp #computervision #AR #VR #blockchain #Anthropic #IBM #teslaai #tesla #openAi #chatgpt #ChatbotRevolution #Chatbots #ChatbotSolutions #customerservice #Pfizer #forestlab #EliLilly #Janssen #AstraZeneca #GlaxoSmithKline #mylannv #SUNPHARMA #wellness #healthcare #hospital #athlete #athletic #Walgreens #CVS #AI #artificialintelligence #AppleIntelligence #aiexecutive #AILeadership #AIleaders #AIInvesting #aiengineer #AIEngineering #AIDevelopment #EthicalAI #ResponsibleAI

Stay ahead in the ever-evolving world of technology with our latest blogs at smartData Enterprises Inc. https://lnkd.in/gSjZJ_7v Dive into a treasure trove of knowledge where we explore groundbreaking advancements in tech, the latest trends in AI, and innovative services that are shaping the future. 🔍 Join the conversation, share your thoughts, and let's drive innovation together! 💡 #TechInnovation #ArtificialIntelligence #MachineLearning #TechBlogs #smartDataInc

Is it just me? Or is anyone else finding it refreshing to see solutions taking their time to be developed in #healthcare? One recent example that might be surprising comes from Thrive AI Health who are trying to build a behavioral change assistant based on generative #AI. The ambition was announced in the middle of this year and there were several posts about it. Now a demo seems to have been uncovered that shows the progress. The article below is a nice summary but clearly implies there were higher expectations from the demo. So, they wanted to see the solution released faster? The challenges associated with such a chatbot from security and regulatory requirements are formidable, not even touching yet on the fundamental challenge of helping people change behaviors. So, please take your time. Rather release a product that works than releasing it fast.

#AI is going after your health -- in a good way. OpenAI Startup Fund is partnering with Arianna Huffington's @Thrive Global to AI-icize your health coaching. The newly formed entity, Thrive AI Health (https://lnkd.in/eXd7drMZ), will use generative AI models to advise about your sleep, eating, working out, managing stress, and more. Digital Health coaches are nothing new, and ones that leverage AI are everywhere, but since this one is tied to some big players and helmed by a product leader who was at Fitbit, then Google's Pixel Watch and Wear OS, it has the recipe for success. What I find interesting is that AI tends to hallucinate, not to mention that anytime you ask #ChatGPT for some advice that is medical in nature, it tells you to seek medical attention to ensure proper diagnosis and treatment. So, what will this disclaimer be? Are you ready to listen to your AI? #eti Emerging Technology Innovators, Inc. Sam Evans René Little Ken Levy

#mysundayreadings  📚Exploring AI's Role in Wellbeing This Sunday, I delved into some insightful articles about the role of AI in healthcare, focusing on prevention and treatment. As someone passionate about wellbeing and the evolving role of the Chief Wellbeing Officer, these insights are particularly resonant. Here are some key takeaways: 𝐏𝐫𝐞𝐯𝐞𝐧𝐭𝐢𝐨𝐧: 💡 𝐀𝐈 𝐖𝐚𝐧𝐭𝐬 𝐭𝐨 𝐅𝐢𝐱 𝐭𝐡𝐞 𝐇𝐞𝐚𝐥𝐭𝐡 𝐏𝐫𝐨𝐛𝐥𝐞𝐦𝐬 𝐘𝐨𝐮 𝐃𝐢𝐝𝐧’𝐭 𝐊𝐧𝐨𝐰 𝐘𝐨𝐮 𝐇𝐚𝐝 | CNET - This article reveals how AI is revolutionizing preventive healthcare by using advanced algorithms to detect potential health issues early. This proactive approach is crucial for an organization aiming to implement strategies that can preemptively address employee health concerns. https://lnkd.in/dfHUumFd 💡 𝐇𝐨𝐰 𝐀𝐈 𝐂𝐚𝐧 𝐈𝐦𝐩𝐫𝐨𝐯𝐞 𝐇𝐞𝐚𝐥𝐭𝐡 𝐟𝐨𝐫 𝐄𝐯𝐞𝐫𝐲𝐨𝐧𝐞, 𝐄𝐯𝐞𝐫𝐲𝐰𝐡𝐞𝐫𝐞 | Google Blog - Google highlights the transformative power of AI in making healthcare more accessible and effective globally. For those of us focused on organizational wellbeing, AI can help in developing more inclusive health strategies that reach all employees, regardless of location. https://lnkd.in/d6tQzTpg 𝐓𝐫𝐞𝐚𝐭𝐦𝐞𝐧𝐭: 💡 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈 & 𝐇𝐞𝐚𝐥𝐭𝐡𝐜𝐚𝐫𝐞: 𝐅𝐫𝐨𝐦 𝐓𝐫𝐞𝐚𝐭𝐦𝐞𝐧𝐭 𝐭𝐨 𝐆𝐥𝐨𝐛𝐚𝐥 𝐖𝐞𝐥𝐥𝐧𝐞𝐬𝐬 | Forbes - Forbes explores how generative AI is transforming healthcare by offering innovative treatment options. Personalized medicine tailored to individual needs not only enhances patient outcomes but also aligns with corporate wellbeing strategies aiming for tailored health interventions for employees. https://lnkd.in/dD-T-dVF These readings underscore the immense potential of AI to transform healthcare and support wellbeing. By shifting the focus from reactive to proactive care, AI can prevent diseases before they manifest and personalize treatments for better outcomes. As we continue to innovate in our roles, particularly in wellbeing leadership, I’m excited to see how AI will play a crucial role in creating a healthier, more equitable future for all. #AI #innovation #organizationalwellbeing #ChiefWellbeingOfficer