Finding these optimization opportunities can itself be a significant undertaking. It requires end-to-end understanding of the spec to identify which behaviors are observable and which can safely be elided. Even then, whether a given optimization is actually spec-compliant is often unclear. Implementers must make judgment calls about which semantics they can relax without breaking compatibility. This puts enormous pressure on runtime teams to become spec experts just to achieve acceptable performance.
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OpenAI has also committed to consuming 2 gigawatts of Amazon's Trainium capacity, which is the company's custom-designed AI training accelerator. In other words, Amazon is spending a lot of money on OpenAI and then OpenAI will turn around and spend a lot of money with Amazon. The AI funding ouroboros continues.
Full training can take a long time, so although some resident doctors may have only recently finished medical school, others could have more than a decade of practical experience and be responsible for most aspects of care.
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