#350 How healthcare will change in the face of large language models, with Dr Keith Grimes from Curistica
May 15, 2024
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Dr. Keith Grimes discusses merging technology and healthcare, pioneering AI initiatives at Babylon, and founding Curistica. They explore AI in healthcare, empathetic AI, and the future of large language models for transformative applications in the industry.
Dr. Keith Grimes emphasizes challenging healthcare norms and embracing disruptive innovation for better outcomes.
Understanding the commercial aspect is crucial for clinicians to ensure sustainability and scalability of healthcare solutions.
Adopting a mindset open to new technologies like large language models and AI is vital for driving positive change in healthcare.
Advancements in AI, such as GPT-5, are revolutionizing user interfaces and patient care experiences, requiring transparency and ethical practices.
Deep dives
Dr. Keith Grimes's Medical Journey and Passion for Technology
Dr. Keith Grimes shares his extensive medical background and love for technology, dating back to his childhood fascination with Thunderbirds and early video games. Despite his interest in technology, he pursued a medical career, combining his passion for caring for others and integrating technology into healthcare. His journey, from studying chaos theory in relation to child heart rate variability to his involvement in digital health innovation, reflects his persistent quest to merge medicine and technology.
Embracing Innovation and Disruption in Healthcare
Dr. Grimes discusses the importance of challenging traditional healthcare practices and embracing innovation and disruption. He recounts his experiences at Babylon, where bold technological advancements like video consultations faced initial resistance and criticism from the medical community. Despite these challenges, he emphasizes the necessity of pushing boundaries to improve healthcare delivery and outcomes.
Commercial Sensibility in Healthcare Innovation
Acknowledging the critical role of commercial aspects in healthcare innovation, Dr. Grimes highlights the need for clinicians to understand the business side of healthcare solutions. Encouraging clinicians to embrace the commercial aspect as part of the innovation process, he emphasizes the importance of sustainability and scalability in bringing healthcare innovations to fruition.
Vision for Healthcare Transformation and Agile Adaptation
Reflecting on disruptive technologies like AI and large language models, Dr. Grimes underscores the necessity of maintaining an open mind towards new technologies and transformative approaches in healthcare. He advocates for fostering a culture of continuous improvement and agile adaptation to drive positive change and address critical healthcare challenges.
Evolution of AI and Large Language Models in Healthcare
AI and large language models, like GPT-5, are rapidly advancing, with other providers releasing new models like Claude III and Mixtral, pushing OpenAI to develop GPT-5. This progress is moving towards large action models that can interact with systems and apps, potentially revolutionizing user interfaces. Real-world implementation of tools like Tortos and regulatory challenges will impact healthcare adoption of these technologies.
The Importance of Transparency and Honest AI Interactions
Transparency and honesty in AI interactions are essential to build trust, with examples like using polite language with large language models impacting performance. Recognizing synthetic empathy's role versus true human empathy, especially in healthcare, to ensure clear boundaries and enhance patient care experiences. AI advancements should be utilized while maintaining ethical practices and human-centered care.
Challenges and Innovations in Health AI Adoption
As the healthcare industry integrates large language models, challenges like regulatory compliance and AI as medical devices need resolution. Solutions like training and guidelines can support safe and effective use of AI in healthcare. Staying informed through conferences, social media, and practical usage helps to navigate the evolving landscape of health AI.
Future of Healthcare Interaction with AI Models
Looking ahead, advancements in health AI models will enhance patient care experiences and support clinicians in diagnosis and treatment. Innovations like AI-powered hardware devices and improved user interfaces will streamline healthcare workflows and communication. The next 12 months will see incremental but substantial changes in health AI technology and integration into healthcare practices.
This week James is joined by Dr Keith Grimes, a Digital Health Specialist, Clinical Product Manager, and experienced General Practitioner with over 25 years of experience in primary care and medical leadership. Utilising his passion for AI and Digital Health technology, Keith has successfully led clinicians and product teams to deliver world-class data-driven products at Babylon such as Symptom Checker, Monitor, and Health IQ.
