The second generation of BrainChip's Akida platform expands upon its predecessor with enhanced features for even greater performance, efficiency, and accuracy in AI applications. This platform leverages advanced 8-bit quantization and advanced neural network support, including temporal event-based neural nets and vision transformers. These advancements allow for significant reductions in model size and computational requirements, making the Akida 2nd Generation a formidable component for edge AI solutions. The platform effectively supports complex neural models necessary for a wide range of applications, from advanced vision tasks to real-time data processing, all while minimizing cloud interaction to protect data privacy.