NYT Cooking’s AI assistant saved my weeknight chicken, but almost ruined my cake
THE SO WHAT
Consumer assistants that are “good enough” for low-stakes tasks but unreliable for precision work will train users to compartmentalize trust by domain. If you’re deploying AI into workflows where failure is costly, build explicit guardrails and UX that signal when the model is out of its depth.
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If agents are going to hammer your internal systems with orders of magnitude more queries than humans ever did, the real constraint becomes data infra cost and latency, not model quality. Teams building agents should be budgeting for a new class of OLAP-style infra like Edelbyte’s, not assuming the existing warehouse can take the load.
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