That's why we're expanding Pharmacy First. The idea is simple: Qualified pharmacists can assess patients, dispense medicines and prescribe treatment for a range of common conditions, helping people get care quickly and close to home.
In addition to reliability issues, it often engenders a mind-numbing workflow and an environment where junior developers will never acquire the expertise to become senior developers capable of designing complex systems.
That is mostly in the realm of chemistry and is intrinsically far more tractable and predictable; given a validated target, good teams usually reach a decent molecule.
So a a big challenge in object-oriented programming is dividing the responsibilities because you're moving the computation to where the data is. Saying, "Well, this object does this and that object does that is a really critical decision because you want to you want the computation near to the data so that there's less coupling between them." which is a lesson that I I think uh kind of got lost in the noise. That's the fundamental design move in ob in designing object-oriented programs and I I think I stand behind that.
Excessive manufacturing requirements are a pervasive problem, especially in the field of cell and gene therapy and they are killing countless of promising medicines before they ever reach patients.
So, I I think there's a lot of things we still try to imagine. What would be an AI-driven world look like, right? I think people are trying to like retrofit what already exists to fit what they think is a new workflow.
all of the samples you get from models are silently collapsed. They're silently, this is not obvious if you look at any individual example of it. They occupy a very tiny manifold of the possible space of um sort of thoughts about content.
then we're entering the age of design where because our AIs are designed our our our all of our physical objects are designed our buildings are designed our technology is designed and we're we're designing now uh AIs things that can be intelligent themselves and that are themselves capable of design
The design of the initial molecules to test is pretty magic-feeling, and is happening already – but the arrival of new drugs prescribed by your doctor will not be magical and sudden.
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