Unlike traditional single-model approaches, our system implements an ensemble of specialized medical "expert" agents, each represented by an individual LLM, mimicking real-world clinical triage and decision-making.
Despite the growing clinical adoption of large language models (LLMs), current approaches heavily rely on single model architectures.
To overcome risks of obsolescence and rigid dependence on single model systems, we present a novel framework, termed the Consensus Mechanism. Mimicking clinical triage and multidisciplinary clinical decision-making, the Consensus Mechanism implements an ensemble of specialized medical expert agents, enabling improved clinical decision-making while maintaining robust adaptability.
This architecture enables the Consensus Mechanism to be optimized for cost, latency, or performance, purely based on its internal model configuration.
Tryout: consensus.sully.ai here.
I had a chance to talk w/ this team a couple of week ago. Super impressive. With a partner in Medicine, this is going to do a world of good if they can continue to improve the diagnosis success rate and improve physician use rates over time. Personally, I'd feel much more comfortable with a doctor who had this tool at their disposal as another voice in the room.
Sully.ai
I had a chance to talk w/ this team a couple of week ago. Super impressive. With a partner in Medicine, this is going to do a world of good if they can continue to improve the diagnosis success rate and improve physician use rates over time. Personally, I'd feel much more comfortable with a doctor who had this tool at their disposal as another voice in the room.
Good luck!
Sully.ai
on it Ryan 🫡 @ryan_larson1
This is our lives work!
Can I see something without logging in?
Velocity
@admiralrohan Yes visit https://www.sully.ai/ @ahmedomar The link to the website links directly to the signup / signin rather than the intro landing page.
@ahmedomar @kevin_mcdonagh1 Thanks