Create a Paradigm Shift in Deep Learning with Generative Edge AI
(Room 303C)
05 Nov 25
12:40 PM
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1:05 PM
Tracks:
Embedded AI: AI Processes
The emergence of Gen AI marks a fundamental transformation in the AI landscape, shifting from reactive problem-solving to proactive creation. Gen AI at the Edge represents a critical evolution in AI deployment, putting intelligence directly at the data source. This presentation will reveal advancements in Gen AI hardware optimization that deliver exceptional performance, minimal power consumption, and ultra-low latency without compromising model accuracy or system reliability.
Using a targeted approach enables compact models to achieve remarkable performance efficiency, proving that precision beats scale in edge AI deployment. With task-specific Edge language models engineered for seamless integration with low-latency MCUs, real-time AI capabilities can be enabled in resource-constrained environments where milliseconds matter. The focus can then be placed on smaller, purpose-built models trained with carefully selected data to maximize performance with minimal energy.
Attendees of this session will discover how Gen Edge AI integration revolutionizes search accuracy, enables seamless language translation, and facilitates natural free-form dialogues, transforming IoT device interfaces into intuitive, conversational experiences that respond instantly to user needs.