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Sources:AllAlfred Shen, Aaron ShenBig TechnologyCerebral ValleyCloud Security AllianceFinMCP-Bench authorsIEEE Spectrum AIMIT Tech ReviewNIST NCCoEProtocol survey authorsSE Agents research groupSiddhant Kulkarni, Yukta KulkarniWired AI
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Layered technical architecture diagram showing small AI models processing data through production infrastructure stacks.
·4 min·

Small Models Hit Production Scale

95% of agent deployments never make it past the demo stage. Too expensive, too slow, or too brittle for real workloads. So are we in another AI infrastructure bubble? Or are we finally building the...

⬡Infrastructure⊕Orchestration→Pipelines⚡MCP· 1 source
Abstract layered visualization showing infrastructure foundations beneath surface-level AI applications, with interconnected systems forming the foundation while flashy demos float above
·5 min·

Infrastructure Signals Cut Through the Noise

95% of AI deployments still deliver zero measurable ROI. So are we in a bubble? Or are we watching the infrastructure layer finally mature while everyone else chases demos?

⬡Infrastructure⊕Orchestration→Pipelines◈Patterns· 4 sources