this post was submitted on 08 Jul 2024
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The difference in people is that our brains are continuously learning and LLMs are a static state model after being trained. To take your example about brute forcing more data, we've been doing that the second we were born. Every moment of every second we've had sound, light, taste, noises, feelings, etc, bombarding us nonstop. And our brains have astonishing storage capacity. AND our neurons function as both memory and processor (a holy grail in computing).
Sure, we have a ton of advantages on the hardware/wetware side of things. Okay, and technically the data-side also, but the idea of us learning from fewer examples isn't exactly right. Even a 5 year old child has "trained" far longer than probably all other major LLMs being used right now combined.