en.Wedoany.com Reported - Hippocratic AI has launched a six-month LLM model training residency program for experienced software engineers, designed to help them enter the cutting-edge field of large language model training while on the job, focusing on addressing voice AI challenges. This is the company's second residency program, following the Agent DE residency for early-career engineers.
Vishal Parikh, Chief Product Officer and Co-founder of Hippocratic AI, stated that this is an opportunity to engage in career-defining work while receiving real-time LLM model training. He believes the healthcare industry deserves the world's best engineers, and this program is designed for such talent. The residency is not a series of lectures; the work done during this period is expected to shape the next-generation Polaris model, directly improve patient outcomes, and appear in white papers and industry publications.
Residents will fine-tune models, run experiments on Hippocratic AI's NVIDIA H200 and B300 GPU clusters, deliver a capstone project, and work one-on-one with senior machine learning engineers behind Polaris. The program is extracurricular, requiring approximately 10 hours per week, running parallel to the resident's primary responsibilities.
The technical foundation of Hippocratic AI's clinical voice AI lies in its patented constellation architecture, Polaris. The accuracy of foundational models in the healthcare field falls far short of the 99.9% threshold required for patient-facing AI, so cutting-edge foundational models alone are insufficient. Polaris combines a primary conversational model with expert support models for medications, labs, dosages, social determinants, privacy, compliance, and safety, with experts deterministically checking the primary model's output for each clinical claim in real time. Polaris also drives the voice stack, enabling low-latency, empathetic, and interruptible speech.
Subhabrata Mukherjee, Co-founder and Chief Scientific Officer, stated that this is one of the few places in the industry where engineers can build voice AI from the model layer, developing on production hardware for a domain requiring true safety guarantees. He emphasized that empathy, dialogue quality, sub-second latency, and 99.9% accuracy are not solved problems, and Polaris's constellation architecture, voice models tuned for clinical conversations, and evaluation infrastructure designed for regulated environments are addressing these challenges.
Founded in Menlo Park, California, Hippocratic AI is dedicated to addressing the global shortage of clinicians. The company has been tested by over 7,500 clinicians, completed more than 200 million patient interactions, maintains a 99.9% clinical safety record, and has over 1,000 validated use cases with more than 60 enterprise partners. Polaris 5.0 is a constellation with 5 trillion parameters, driven by a 700 billion parameter core model, and outperforms leading deployable voice models from OpenAI, Anthropic, and Google on clinical, regulatory, and conversational tasks across more than 50 benchmarks.
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