At aihorizon R&D, we're taking steps to make that a reality with TerraCore, our latest project in collaboration with Qualcomm Technologies, Inc. TerraCore expands the capabilities of the Horizon App, our responsible AI learning space, through the local deployment of large language models (LLMs) on devices powered by Snapdragon. This initiative represents a significant advancement in how AI can be experienced—more consciously, securely, and personally.

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In addition to addressing environmental concerns, TerraCore also tackles the social dimensions of AI. CO₂ tracking and data privacy are not just technical features—they are systemically embedded into the user experience via Horizon’s integrated Responsible AI Coach, trained on our Responsible AI Framework. This ensures that different dimensions of AI use—environmental and social—are systemically reflected, making them visible, understandable, and actionable for every user.

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Building on What's Already in Place

Earlier this year, we introduced the CO₂ Tracker in Horizon. This feature allows users to monitor their AI carbon footprint in real-time, providing clear insights into the emissions generated by cloud-based interactions. With TerraCore’s infrastructure optimized by Qualcomm technologies, we will be extending this functionality to support local AI deployments. Over the coming months, our team will develop a new system architecture that:

• Tracks CO₂ emissions from on-device model usage, comparing them directly with cloud-based alternatives

• Gives users greater control over their data, with options to process sensitive queries entirely offline

• Delivers fast, efficient AI performance on Microsoft Surface devices with Snapdragon

 

Looking Ahead

The expanded Horizon experience through TerraCore is scheduled to roll out in autumn, marking a major step forward in making AI practical and accessible for everyday use. Whether you're a student, developer, or organization, you'll soon have powerful tools to explore AI consciously—without sacrificing performance or privacy.

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As part of this rollout, we're launching a dedicated initiative in collaboration with the Educational Foundation Freiburg, designed to empower young people with essential knowledge, data protection skills, and opportunities to actively shape their digital futures. Rather than placing the responsibility solely on individuals, our approach emphasizes building awareness and providing tangible solutions, fostering informed and meaningful interactions between users and technology. Responsible AI arises from understanding this critical interaction—an insight that must be learned, nurtured, and made accessible to everyone.

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We believe AI should adapt to user needs and values, not the other way around. TerraCore, our collaboration with Qualcomm Technologies, is central to our long-term vision: creating AI systems that are not only powerful but also thoughtfully designed for the world in which they operate.

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Follow along as we continue to share updates and milestones in the months ahead.

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Partner Information: Snapdragon and Qualcomm branded products are products of Qualcomm Technologies, Inc. and/or its subsidiaries.