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Why AI Hardware Advice Needs Versioned Product Truth, Not More Context
Hardware advice becomes unreliable when model names, revisions, firmware, drivers and market variants are treated as if they were timeless facts. A better system resolves product identity first, tracks evidence and versions, and only then allows an AI agent to reason about compatibility.
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