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Rickesh T NAug 24, 2026 • 4 min read
A 4B model on a 6GB laptop beat Claude Opus on our 440K-token corpus. The fix was giving the model less to do.
Private AI has a hardware story nobody measures honestly. The pitch is that your data never leaves.....
#privateai#llm#inference#localllm
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