NV5 Data Centre & Mission Critical reposted this
[#TechyReport] On-device AI: Better Privacy and Efficiency ?? Apple's introduction of on-device AI capabilities marks a significant different approach in both user privacy and technological performance. By prioritizing local processing and user feedback, instead of focusing on heavy server based backend computational model. At the 2024 Worldwide Developers Conference, Apple introduced "Apple Intelligence," a groundbreaking AI system integrated into iOS 18, iPadOS 18, and macOS Sequoia. This system includes advanced AI models designed to on-device to improve everyday tasks such as writing, summarizing notifications, and creating playful images. [#Highlights] On-Device vs. Server Models Apple has developed two main AI models—a ~3 billion parameter model that runs directly on your device, and a larger model operating on Apple’s private cloud. The on-device model is particularly crucial as it allows for real-time processing, enhancing speed and efficiency. By handling tasks locally, it ensures that users experience minimal delay and maximum responsiveness, which is especially important for applications that require immediate feedback. Privacy and Efficiency: One of the major advantages of on-device processing is enhanced privacy. Since data is processed locally, it doesn’t need to be sent to external servers, significantly reducing the risk of data breaches and ensuring user confidentiality. This approach aligns with Apple’s strong commitment to user privacy and data protection. Adaptability and Performance The models are highly adaptable, utilizing special adapters to fine-tune and specialize for various tasks without altering the core model. This means that while the foundational knowledge remains intact, the models can quickly adjust to new tasks, providing users with a seamless and personalized experience. Human-Centric Evaluation Apple places a strong emphasis on human feedback to ensure that their models are not only efficient but also helpful and provide high data privacy. By focusing on real-world performance and user experience, Apple ensures that their AI tools meet high standards of safety and effectiveness. Do you think all the millions of iPhones out there can replace gigawatts datacentre? Read more on: https://lnkd.in/gJgjCzzG #apple #iPhone #ondevice #AI #datacentre #cloud