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Agent loops generate new reasoning each run. State machines execute the same trace every time. For regulated AI, only one of ...
As systems become more advanced, engineering intelligence cannot remain fragmented across isolated AI models that only ...
Traditional software is predictable: Input A plus function B always equals output C. This determinism allows engineers to develop robust tests. On the other hand, generative AI is stochastic and ...
A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...
Enterprise AI is advancing rapidly. Models are improving, tooling is expanding, and infrastructure is maturing. Yet when organizations move beyond prototypes, their AI systems fail in production. This ...
We haven't exactly worked out all of AI's kinks yet. Just try asking ChatGPT to solve a basic math problem or tell you how many R's are in "strawberry." You'll get a different, probably unhinged, ...
There’s a lot of interest in and concern around the use of AI agents. For organizations grappling with whether and how to use agentic AI, I recommend considering the model from the perspective of ...
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