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Karpathy shares a land-or-sea benchmark for LLMs
What happened
Cool eval. Just ask an LLM 'land or sea?' and give it a latitude and longitude as text. Ask 16,200 times and plot the results as an image. The model knows the answer. It's a compression of the internet.
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The same kind of briefing as the one above: a few stories worth reading. Free. Mail starts after you confirm, and every letter has a one-click unsubscribe. Read a past issue · 2026-10-17