2025-10-22
Simplifying the AI stack: The key to scalable, portable intelligence from cloud to edge
Presented by Arm
A simpler software stack is the key to portable, scalable AI across cloud and edge.
AI is now powering real-world applications, yet fragmented software stacks are holding it back. Developers routinely rebuild the same models for different hardware targets, losing time to glue code instead of shipping features. The good news is that a shift is underway. Unified toolchains and optimized libraries are making it possible to deploy models across platforms without compromising performance.
Yet one critical hurdle remains: software complexity. Disparate tools, hardware-specific optimizations, and layered tech stacks continue to bottleneck progress. To unlock the next wave of AI innovation, the industry must pivot decisively away from siloe [...]
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