Notice the meaningful.
The signals an expert picks up.
The context that changes
everything.
Frontier AI learns
from real expert
trajectories.
Intelligence is more than the right answer.
It’s human expertise in action that gets us there.
01 / THE APPROACH
The answer is only
part of the story.
An expert sees what others miss. Connects the evidence. Weighs the
possibilities.
That path from uncertainty to a decision
is a trajectory. It’s where the learning begins.
Every decision.
A world of reasoning.
Trace the reasoning.
The alternatives considered.
The judgment behind each
next step.
Learn from the path.
Rich expert trajectories to inform
how the next
generation of AI learns.
CONTEXT → REASONING → DECISION
02 / OUR STARTING POINT
Clinical first.
Human, always.
Few fields ask more of human judgment than healthcare. Every clinical decision brings together knowledge, context, and experience.
We’re starting with real clinical reasoning: the way experts navigate complexity, make sense of uncertainty, and decide what comes next.
Bring your clinical perspectiveHuman judgment.
In every link.
Grounded in clinical expertise.
With a horizon beyond a single field.
03 / THE NEXT FRONTIER
Human experience.
Machine possibility.
Better learning starts with richer experience. Our focus is the connection between expert trajectories and reinforcement learning.
Expert trajectories
How people with deep expertise
move from context to action.
Signals for learning
Reasoning that gives decisions
meaning, beyond the final
result.
A new frontier
AI that learns from the richness
of real human experience.
MANY POSSIBLE PATHS. ONE HUMAN THREAD.
THE NEXT TRAJECTORY STARTS WITH A CONVERSATION.