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AIMultimodalLLMEngineeringVisionAudio

Multimodal AI Is Finally Real: Building Apps That See, Hear, and Act

A receipt hits your system. An LLM reads the image, a voice memo patches a line item, and a tool call pushes the result to QuickBooks — without a handoff between any of them. Here is how to build it.

April 10, 2026
6 min read