Contrarian take: understanding LLM failure modes stays valuable as models improve

kevinnbass · x · 2026-10-20

A contrarian take: LLM intelligence is very unlike human intelligence, largely due to context window constraints. The author argues that even as models get much smarter, there is massive alpha in deeply understanding LLM failure modes — knowing where and why models break remains a durable edge.

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