How to build breakthrough innovative AI products? How will AI reshape human-computer relationships in the future? How to overcome the commercial sustainability challenges of AI products? What are the paradigms of human-AI interaction? VERTU's Executive Treasure Box VPS is the best answer to these questions. It not only breaks through the boundaries of traditional in-interface interaction but also elevates Human-Agent Interaction to a whole new dimension.
Human-Agent Interaction, Breaking Traditional Boundaries
After several years of “evolution,” AI entities now primarily possess two capabilities: autonomous decision-making & task execution. Apple's introduction of Apple Intelligence at WWDC 2024 aims to integrate AI capabilities into devices, elevating user experience innovation to a new level. This human-agent interaction model has long transcended the scope of single computer devices. While physical entities like home products and cars have long been networked, their intelligence level has not yet exceeded expectations. Products are still “smart” within the confines of their own ecosystems, remaining isolated islands that require AI to break through boundaries.
VERTU VPS aligns with this trend, deeply integrating AI capabilities into devices, allowing AI to no longer be confined to on-screen interactions but to become an “invisible partner” in executives' daily work and life.
On-Device AI & User Experience: Pioneering a New Paradigm of Intelligent Interaction
Apple's AI prediction and reasoning capabilities require achieving three stages of Machine Learning (ML): Train (scenario-based training), Prepare (lightweight deployment), and Integrate (seamless integration). Apple, building on traditional ML, proposed the Core ML system architecture, whose key differentiator is its ability to integrate user behavior habits into the AI learning process.
Traditional AI products often fall into a vicious cycle of “capability generalization – scenario defocus – commercial failure,” creating a contradictory situation where “AI is flexible, but users can't use it – and enterprises are unwilling to be free providers.” VERTU VPS draws on the essence of on-device AI and innovates:
- Revolution in Product Construction Model: VPS changes the traditional product construction model by importing user behavior data into AI training (whereas large models typically use generalized data that doesn't involve personal privacy), simultaneously conducting product R\&D and user behavior research.
- Strong Binding to Business Scenarios: The AI capabilities built into the product are strongly tied to specific business scenarios, rather than being an isolated A (business) + B (large AI model) mode; AI no longer needs to “answer” user questions but provides what you see is what you get.
- Seamless Experience: Because the scenarios are focused, the AI is smaller, runs smoother, and is easier to achieve a seamless experience—the most efficient interaction experience.
- Privacy Protection: The device only needs to record user privacy data, without uploading, allowing AI to complete scenario prediction and achieve experience goals.
Human-AI Symbiosis: Building “Human-Centric” AI Products
When a product needs a breakthrough experience, it's time for a first-principles reconstruction. Looking back at history, human-to-human interaction is essentially about building meaningful relationships. The evolution of human thought interaction has transitioned from the transaction era to the relationship era. Therefore, the key point is: to build a truly “human-centric” AI product, it is essential to maintain a meaningful interactive relationship between humans and AI:
- Insight: AI can perceive human intentions and understand meanings from different perspectives. The focus of AI is not on data, but on insight. Data is the fuel for the car, insight is the destination, which is what users truly care about.
- Authorization: AI can acquire knowledge through perception, continuously learn, reason, and then take action. This entire process occurs in a controllable context, which is the basis for establishing goals, values, and trust in human-system interaction.
- Symbiosis: AI establishes emotional connections with people and enhances their overall perspective (sensory extension, system improvement, provision of domain knowledge). Conversely, humans provide knowledge for AI to learn, fostering mutual growth.
VERTU VPS is designed based on this symbiotic relationship, achieving deep integration of humans and AI through the following interaction cycle:
- Intent Interpretation: VPS's AI capabilities are built within the executive's business model, reflecting the shared goals, needs, and values of the user and the enterprise.
- Data and Policy: Determines the scope of data the system needs to collect and constrains the system's ethical boundaries—AI acquires knowledge within defined limits.
- Understanding: Transforms unstructured world perceptions into structured domain knowledge.
- Reasoning: Processes uncertain decisions based on predefined judgment conditions.
- Knowledge: The system's experience base, continuously aligning knowledge with goals, needs, and values based on long-term operational experience.
- Expression: The direct interaction layer perceived by the user, achieving decision transmission through multimodal interaction design.
- User Reaction: Direct or indirect user feedback on the system, serving as a source for repeated learning and optimization.
- Learning: The system adjusts its output strategy based on user reactions.
- Outcome: The system's impact on the real world, primarily reflected in the growth flywheel of the business model.
Beyond Q&A and Creation: New Generation Interaction Features
Returning to the level of human-AI interaction, since on-device AI can complete the entire system and dynamic evolution locally, its interaction mode should undergo disruptive changes—not limited to the “Q&A” or “creation” of general large models. VERTU VPS extracts new generation interaction features:
- Information Transfer Hub: AI can centrally filter fragmented information, shifting from task interaction processes to information decision processes, significantly improving interaction efficiency. For example, VPS can intelligently filter emails and news, pushing only key information most relevant to the executive.
- Natural Eyes: AI can also extend human visual capabilities, such as integrating AI with photography scenarios to understand user shooting intentions (dining, object recognition, appointments). VPS's AI visual perception function helps executives quickly identify and process information in the real world.
- Emotional Warmth: The use of AI should not be limited to “Q\&A” interfaces. VPS provides customized services, filling the gap in product personalization, reducing enterprise operating costs, and giving the experience uniqueness, creating a pleasant intelligent interaction experience.
- Translation of Memory: AI can also re-interpret content, translating knowledge into a form more easily accepted by users, educating users, and reconstructing the experience of acquiring knowledge. VPS can intelligently organize meeting minutes and reports, presenting them in the executive's preferred style.
- Extension of Limbs: The symbiotic relationship between humans and AI determines that AI can complement human capabilities across various perspectives. AI provides sensory extension and fills deficiencies for humans, while humans provide learning data for AI, achieving synergistic evolution between AI and humans. VPS can quickly compensate for human deficiencies in information memory and processing.
The Interconnected Era of the Internet: MCP Breaks Application Boundaries
Originally constrained by privacy compliance, content ecosystems, and other factors, each internet product existed independently. At the same time, to accelerate the user growth flywheel, enterprises intentionally cut off the channels for product information flow—their own products could only communicate and transmit information with other products through users.
VPS enables AI to break application boundaries, directly invoking capabilities from various apps (e.g., payment, navigation). MCP gives AI “hands and feet,” allowing it to move between different applications, automating goal completion, and achieving true “interconnection.”
Myriad Experiences for Myriad Users: True Personalization
Traditional personalization relies on algorithms and group tags. VPS, however, achieves one user, myriad faces through localized learning of user behavior patterns and cross-scenario collaboration (based on MCP/Agent). AI dynamically adapts to user needs in different scenarios, providing a seamless, unperceived experience based on usage habits, location tracks, etc., significantly reducing user interaction costs.
Conclusion
VERTU VPS is the culmination of on-device AI, offering real-time responsiveness, scenario focus, human-AI symbiosis, vertical specialization, seamless service, application boundary breakthroughs, and myriad user experiences. It truly brings AI back to its essence of serving humans, becoming the “second brain” for executives, co-creating the future.
