Posts Tagged "Architecture"
Stop Trying to Automate the Whole Workflow
The organizations getting the most from AI right now are mostly not building sophisticated autonomous systems. They found one expensive step in a process that already works and made that step better.
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What Actually Makes AI Work in Production
A model can interpret a request, draft a response, and still fail in production. Reliable AI systems need interpretation, boundaries, context, measurement, and human judgment working together.
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The Difference Between Relevant and Reliable
Most production failures get diagnosed as relevance failures. But many enterprise AI systems fail for a different reason: the model had access to the relevant information, and the surrounding system still produced the wrong outcome.
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Subscribe to The Algorithm
Notes on building AI systems that actually work.