TLDR Tech / Dev
Don't trust large context windows
LLMs have a reliable "smart zone" that typically degrades into a "dumb zone" once input exceeds approximately 100,000 tokens. Although developers market context windows reaching into the millions, performance studies show that effective attention is only a small fraction of those advertised figures.
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