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Hippocraticai
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Large Language Models (23)

Hippocraticai

Health language model, pre-trained for compassion.

Tool Information

Hippocratic AI is an Artificial Intelligence (AI) tool for healthcare that pre-trains on trusted, evidence-based content, unlike most language models that pre-train on the common crawl of the internet, which can contain incorrect and misleading information. The tool is a state-of-the-art (SOTA) model that outperforms GPT-4 on 105 out of 114 healthcare exams and certifications. The aim of Hippocratic AI is to improve healthcare access, equity, and outcomes by providing safe Language Learning Models (LLMs) for healthcare. The tool focuses on the thousands of other applications for LLMs in healthcare, where bedside manner and compassion are crucial. To ensure the model's readiness for deployment, Hippocratic AI conducts a unique Reinforcement Learning with Human Feedback process using healthcare professionals to train and validate the model. Hippocratic AI will not release the model until a large number of licensed healthcare professionals deem it safe. The tool is created for healthcare by healthcare professionals, including physicians, hospital administrators, payor experts, and AI researchers that have come from esteemed institutions like El Camino Health System, Johns Hopkins Hospital, Washington University in St. Louis, The University of Pennsylvania, Stanford, Google, and Nvidia. The AI tool has been incubated and funded by two of the best healthcare investors, with $50MM raised in a seed round. Hippocratic AI is committed to creating an objective evaluation system for developing a compassionate and caring healthcare-focused LLM and releasing the first of many bedside manner benchmarks in the coming months.

Pros and Cons

Pros

  • Pre-trained on evidence-based content
  • Outperforms GPT-4 in healthcare
  • Aims to improve healthcare access
  • Promotes healthcare equity and outcomes
  • Safe language learning models
  • Unique reinforcement learning process
  • Validated by licensed healthcare professionals
  • Created by healthcare professionals
  • From esteemed healthcare institutions
  • Funded by prominent investors
  • Raises bedside manner benchmarks
  • Focuses on compassion in healthcare
  • $50MM raised in seed round
  • Team with variety of experts
  • Exclusive focus on healthcare
  • Impressive performance on exams
  • High margin of outperformance
  • Investment in legally acquiring content
  • First safety-focused LLM
  • Addresses thousands of healthcare applications
  • State-of-the-art (SOTA) model
  • Model's deployment safety guaranteed
  • Committed to creating evaluation system
  • Emphasis on emotional well-being
  • Objectivity in performance measures
  • Open with results and benchmarks

Cons

  • Limited to healthcare applications
  • Restricted pre-training data
  • Requires healthcare professional validation
  • Deployment delay possible
  • Niche user group
  • Delayed bedside manner benchmarks
  • No evident scalability
  • No language options indicated
  • Lack of transparency in RLHF-HP process
  • Bound by healthcare legalities

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