How the Network Enables the Future of AI: Insights from Cisco

Unlock the future of AI: Discover why the network is the crucial enabler for AI, cloud, and digital transformation. Insights from Cisco experts reveal the vital role of connectivity in powering tomorrow's innovations.

September 15, 2024

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In today's digital landscape, every business must embrace AI to stay competitive. However, the success of AI is intrinsically tied to the strength and reliability of the underlying network infrastructure. This blog post explores why the network is the foundation for AI and how businesses can leverage it to drive innovation and growth.

Why the Network is Critical for Businesses

The network is critical for businesses because it enables the fundamental capabilities required for modern business operations. Without a reliable and robust network, businesses would struggle to function effectively in the digital age.

Firstly, the network is the backbone for cloud-based services and software. Businesses today rely heavily on cloud-based applications, infrastructure, and data storage, all of which require a stable network connection to access and utilize. Without the network, businesses would be unable to leverage the benefits of cloud computing, such as scalability, flexibility, and cost-efficiency.

Secondly, the network is essential for digital transformation and the adoption of emerging technologies, such as artificial intelligence (AI). As the speaker mentioned, every company is becoming a "digital company" and an "AI-first company." These transformations are heavily dependent on the network, as they require seamless data exchange, real-time processing, and continuous model updates and improvements.

Furthermore, even on-device inference, which can operate without a direct network connection, still requires periodic connectivity to update and refine the models. The network is the conduit that enables the continuous learning and improvement of AI-powered applications and services.

In summary, the network is a critical component for businesses in the modern digital landscape. It underpins the essential capabilities and technologies that drive business operations, innovation, and competitiveness.

The Importance of Connectivity for On-Device AI

The network is critical for the success of AI, even in the context of on-device inference. While on-device AI can operate without a constant network connection, it still requires periodic connectivity to update and improve the models. Without regular updates, the performance of on-device AI systems will degrade over time, limiting their effectiveness.

Additionally, many AI-powered features and services, such as virtual assistants like Siri, rely on a network connection to function properly. Attempting to use these features in airplane mode or without internet access will result in a poor user experience, as the device is unable to access the necessary cloud-based resources and services.

In summary, while on-device AI can operate independently, the network remains a crucial component for maintaining and improving these systems over time. Connectivity is essential for the long-term viability and performance of AI-powered applications, even those running directly on the device.

The Limitations of AI Without Network Connectivity

The network is a critical component for the effective deployment and operation of AI systems. Without reliable network connectivity, the ability to update and improve AI models, as well as access the necessary data and computing resources, is severely limited.

Even in the case of on-device inference, where the AI model is running locally on a device, the network is still required for regular model updates and changes. Attempting to use AI-powered assistants like Siri without a network connection highlights the limitations of AI without access to the broader network infrastructure.

Ultimately, the network is the backbone that enables the full potential of AI to be realized. Businesses that fail to recognize the importance of the network in their AI strategies will struggle to remain competitive in the rapidly evolving digital landscape.

Conclusion

The network is a critical component for the success of any business, especially in the era of AI and digital transformation. Without a reliable and robust network, it would be challenging for companies to leverage the power of cloud computing, software, and AI-driven technologies.

In today's landscape, every company is essentially a digital company, and the next decade will see a shift towards an AI-first approach. However, all of these advancements are heavily dependent on the network. Even on-device inference, which can operate without a constant internet connection, still requires periodic connectivity to update and refine the models.

The importance of the network cannot be overstated. Businesses that fail to recognize and invest in a strong network infrastructure risk being left behind in the rapidly evolving digital landscape.

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