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There’s an iron law of categorization: categories only stabilize where data is dense.
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We’re pretty good at giving feedback to traditional software.
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It’s no secret that today’s LLM-based agents are unreliable.
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“Any good classifier knows that in the process of classification, information about variety is lost while information about similarities is gained.” - Joseph Tainter Consider this query from a lawyer to a RAG system: ‘Show me all fraud cases from the last…
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When thinking of LLM evals especially in the context of RAGs, it occurred to me that there are two kinds of distinct responses people get from LLMs: informational and instructional.
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Sarah sighed in frustration as she stared at her laptop screen, the SSH connection to the university server dropping for the third time in the last hour.