Posts in Ecosystem
Reading the Logic of the Machine: The Fragile Power of Chain-of-Thought Monitorability

We’re at a strange crossroads in AI development where the models are getting more capable, but their inner workings are becoming harder to trace. Chain-of-Thought (CoT) monitorability might be the closest thing we have to a flashlight in that black box. But we have to ask ourselves if we’ll keep using it, or shut it off in the name of speed and efficiency?

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The Future of Value in Healthcare: Building a Demand-Driven, Patient-Centered Ecosystem

Welcome to healthcare in 2025. Patients have finally broken free from being treated like widgets in a factory, where one-size-fits-all was the default, and the real measure of success was how many people could be pushed through the system. Today, patients are in charge—and they’re demanding healthcare that actually puts their needs front and center. Novel idea, right?

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