Blog - Private Cloud Compute: A new frontier for AI privacy in the cloud - Apple Security Research
Secure and private AI processing in the cloud poses a formidable new challenge. To support advanced features of Apple Intelligence with larger foundation models, we created Private Cloud Compute (PCC), a groundbreaking cloud intelligence system designed specifically for private AI processing. Built with custom Apple silicon and a hardened operating system, Private Cloud Compute extends the industry-leading security and privacy of Apple devices into the cloud, making sure that personal user data sent to PCC isn’t accessible to anyone other than the user — not even to Apple. We believe Private Cloud Compute is the most advanced security architecture ever deployed for cloud AI compute at scale.
Apple Intelligence is the personal intelligence system that brings powerful generative models to iPhone, iPad, and Mac. For advanced features that need to reason over complex data with larger foundation models , we created Private Cloud Compute (PCC), a groundbreaking cloud intelligence system designed specifically for private AI processing. For the first time ever, Private Cloud Compute extends the industry-leading security and privacy of Apple devices into the cloud, making sure that personal user data sent to PCC isn’t accessible to anyone other than the user — not even to Apple. Built with
Explore this link on the map →saved by
related reading
- Combining Machine Learning and Homomorphic Encryption in the Apple Ecosystem - Apple Machine Learning Researchmachinelearning.apple.com
- 静水铭室 Silent Water and Curved Mountainliuliu.me
- 2028: Two scenarios for global AI leadership \ Anthropicanthropic.com
- How we contain Claude across products \ Anthropicanthropic.com
- Security incident disclosure — July 2026huggingface.co
- Private Post-Training and Inference for Frontier Modelsworkshoplabs.ai
- Pearl Whitepaperpearlresearch.ai
- Confidential AI From GPU Enclavesblog.blyss.dev
- Secure multi-party computation - Wikipediaen.wikipedia.org
- Computing Power and the Governance of AI | GovAIgovernance.ai
- Mind the Trust Gap: Fast, Private Local-to-Cloud LLM Chat · Hazy Researchhazyresearch.stanford.edu
- Clio: Privacy-Preserving Insights into Real-World AI Usearxiv.org