A few observations right off the bat. One, that is obviously a metric crapload of memory — enough to run large AI models locally. It's likely the main reason why this laptop costs so damn much. Welcome to RAMageddon.
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The issue with all-in-one SDKs is that you get a long list of parameters to tune, without really understanding which ones matter or why. When something feels off, it's hard to know where the problem lives. That's what pushed me to go one layer deeper and build the core loop myself.